=Paper= {{Paper |id=Vol-1170/CLEF2004wn-all-Appendix_A_statistics |storemode=property |title=None |pdfUrl=https://ceur-ws.org/Vol-1170/CLEF2004wn-all-Appendix_A_statistics.pdf |volume=Vol-1170 }} ==None== https://ceur-ws.org/Vol-1170/CLEF2004wn-all-Appendix_A_statistics.pdf
Institution               Country       Run Tag          Task    Top. Lang.   Top. Fld.   Run Type Judged?
Université de Neuchâtel   Switzerland   UniNEBpt1        Bi-PT   EN           TD          Auto     Y
Université de Neuchâtel   Switzerland   UniNEBpt2        Bi-PT   EN           TD          Auto     Y
Université de Neuchâtel   Switzerland   UniNEBru1        Bi-RU   EN           TD          Auto
Université de Neuchâtel   Switzerland   UniNEBru2        Bi-RU   EN           TD          Auto
Université de Neuchâtel   Switzerland   UniNEfi1         Mono    FI           TD          Auto     Y
Université de Neuchâtel   Switzerland   UniNEfi2         Mono    FI           TD          Auto     Y
Université de Neuchâtel   Switzerland   UniNEfi3         Mono    FI           TDN         Auto
Université de Neuchâtel   Switzerland   UniNEfr1         Mono    FR           TD          Auto
Université de Neuchâtel   Switzerland   UniNEfr2         Mono    FR           TD          Auto
Université de Neuchâtel   Switzerland   UniNEfr3         Mono    FR           TDN         Auto     Y
Université de Neuchâtel   Switzerland   UniNEmulti1      Multi   EN           TD          Auto     Y
Université de Neuchâtel   Switzerland   UniNEmulti2      Multi   EN           TD          Auto     Y
Université de Neuchâtel   Switzerland   UniNEmulti3      Multi   EN           TD          Auto     Y
Université de Neuchâtel   Switzerland   UniNEmulti4      Multi   EN           TD          Auto
Université de Neuchâtel   Switzerland   UniNEmulti5      Multi   EN           TD          Auto
Université de Neuchâtel   Switzerland   UniNEpt1         Mono    PT           TD          Auto     Y
Université de Neuchâtel   Switzerland   UniNEpt2         Mono    PT           TD          Auto     Y
Université de Neuchâtel   Switzerland   UniNEpt3         Mono    PT           TD          Auto
Université de Neuchâtel   Switzerland   UniNEru1         Mono    RU           TD          Auto
Université de Neuchâtel   Switzerland   UniNEru2         Mono    RU           TD          Auto
Université de Neuchâtel   Switzerland   UniNEru3         Mono    RU           TDN         Auto     Y
Thomson Legal             USA           tlrde2fr1        Bi-FR   DE           TD          Auto     Y
Thomson Legal             USA           tlrde2fr2        Bi-FR   DE           TD          Auto
Thomson Legal             USA           tlrde2fr3        Bi-FR   DE           TD          Auto
Thomson Legal             USA           tlrde2fr4        Bi-FR   DE           TD          Auto
Thomson Legal             USA           tlrfi1           Mono    FI           TD          Auto     Y
Thomson Legal             USA           tlrfi2           Mono    FI           TD          Auto
Thomson Legal             USA           tlrpt1           Mono    PT           TD          Auto     Y
Thomson Legal             USA           tlrpt2           Mono    PT           TD          Auto
Thomson Legal             USA           tlrru1           Mono    RU           TD          Auto     Y
Thomson Legal             USA           tlrru2           Mono    RU           TD          Auto
SICS                      Sweden        stockholmAmEnA   Bi-EN   AM           TD          Manual   Y
SICS                      Sweden        stockholmAmEnI   Bi-EN   AM           TD          Manual   Y
SICS                      Sweden        SICSsvfrQF       Bi-FR   SV           TD          Auto     Y
CEA/LIC2M                 France        lic2men1         Multi   EN           TD          Auto     Y
CEA/LIC2M                 France        lic2men2         Multi   EN           TDN         Auto
CEA/LIC2M                 France        lic2mfr1         Multi   FR           TDN         Auto     Y
Universidad de Evora      Portugal      alentejo1        Mono    PT           T           Auto     Y
Universidad de Evora      Portugal      alentejo2        Mono    PT           T           Auto     Y
ILTG                      Canada        ltrcbifren1      Bi-EN   FR           TDN         Auto     Y
ILTG                      Canada        ltrcbifren2      Bi-EN   FR           TDN         Auto     Y
ILTG                      Canada        ltrcbifren3      Bi-EN   FR           TDN         Auto     Y
ILTG                      Canada        ltrcbifren4      Bi-EN   FR           TDN         Auto     Y
ILTG                      Canada        ltrcbifren5      Bi-EN   FR           TDN         Auto     Y
ILTG                      Canada        ltrcmonofr1      Mono    FR           TDN         Auto
ILTG                      Canada        ltrcmonofr2      Mono    FR           TDN         Auto
ILTG                      Canada        ltrcmonofr3      Mono    FR           TDN         Auto     Y
ILTG                      Canada        ltrcmonofr4      Mono    FR           TDN         Auto
U Jaen/SINAI              Spain         UJAMLRL          Multi   EN           TD          Auto
U Jaen/SINAI              Spain         UJAMLRL2P        Multi   EN           TD          Auto     Y
U Jaen/SINAI              Spain         UJAMLRL3P        Multi   EN           TD          Auto     Y
U Jaen/SINAI              Spain         UJAMLRLRP        Multi   EN           TD          Auto
U Jaen/SINAI              Spain         UJAMLRSV2        Multi   EN           TD          Auto     Y
CLIPS                     France        CLIPS04ENFI1     Bi-FI   EN           TDN         Auto     Y
CLIPS                     France        CLIPS04ENRU1     Bi-RU   EN           TDN         Auto
CLIPS                     France        CLIPS04ENRU2     Bi-RU   EN           TDN         Auto
CLIPS                     France        CLIPS04FRFI1     Bi-FI   FR           TDN         Auto     Y
CLIPS                     France        CLIPS04FRRU1     Bi-RU   FR           TDN         Auto
CLIPS                     France        CLIPS04FRRU2     Bi-RU   FR           TDN         Auto
CLIPS                     France        CLIPS04MNFI1     Mono    FI           TDN         Auto     Y
CLIPS                     France        CLIPS04MNFR1     Mono    FR           TDN         Auto     Y
CLIPS                     France        CLIPS04MNRU1     Mono    RU           TDN         Auto     Y
Hummingbird               Canada        humFI04t         Mono    FI           T           Auto     Y
Hummingbird               Canada        humFI04td        Mono    FI           TD          Auto     Y
Hummingbird               Canada        humFI04tde       Mono    FI           TD          Auto
Hummingbird               Canada        humFR04t         Mono    FR           T           Auto     Y
Hummingbird               Canada        humFR04td        Mono    FR           TD          Auto
Hummingbird               Canada        humFR04tde       Mono    FR           TD          Auto
Hummingbird               Canada        humPT04t         Mono    PT           T           Auto     Y
Hummingbird               Canada        humPT04td        Mono    PT           TD          Auto     Y
Hummingbird               Canada        humPT04tde       Mono    PT           TD          Auto
Institution   Country       Run Tag            Task      Top. Lang.   Top. Fld.   Run Type Judged?
Hummingbird   Canada        humRU04t           Mono      RU           T           Auto     Y
Hummingbird   Canada        humRU04td          Mono      RU           TD          Auto
Hummingbird   Canada        humRU04tde         Mono      RU           TD          Auto
U Oviedo      Spain         uoviESEN           Bi-EN     ES           TD          Auto     Y
U Oviedo      Spain         uoviRU             Mono      RU           TD          Auto     Y
U Amsterdam   Netherlands   UAmsC04AmEn4GiSb   Bi-EN     AM           TD          Auto     Y
U Amsterdam   Netherlands   UAmsC04AmEnAll     Bi-EN     AM           TD          Auto     Y
U Amsterdam   Netherlands   UAmsC04AmEnWrd     Bi-EN     AM           TD          Auto     Y
U Amsterdam   Netherlands   UAmsC04EnMu3Way    Multi     EN           TD          Auto     Y
U Amsterdam   Netherlands   UAmsC04EnMu4Gr     Multi     EN           TD          Auto     Y
U Amsterdam   Netherlands   UAmsC04EnMuAll     Multi     EN           TD          Auto     Y
U Amsterdam   Netherlands   UAmsC04EnMuAll2    Multi     EN           TD          Auto
U Amsterdam   Netherlands   UAmsC04EnMuWSLM    Multi     EN           TD          Auto
U Amsterdam   Netherlands   UAmsC04EnPo4GiSb   Bi-PT     EN           TD          Auto     Y
U Amsterdam   Netherlands   UAmsC04EnPo4iSPC   Bi-PT     EN           TD          Auto     Y
U Amsterdam   Netherlands   UAmsC04EnPo4iSWL   Bi-PT     EN           TD          Auto
U Amsterdam   Netherlands   UAmsC04EnPoAll     Bi-PT     EN           TD          Auto     Y
U Amsterdam   Netherlands   UAmsC04FiFi4GiSb   Mono      FI           TD          Auto     Y
U Amsterdam   Netherlands   UAmsC04FiFi4GiWd   Mono      FI           TD          Auto
U Amsterdam   Netherlands   UAmsC04FiFiAll     Mono      FI           TD          Auto
U Amsterdam   Netherlands   UAmsC04FrFr4GiSb   Mono      FR           TD          Auto     Y
U Amsterdam   Netherlands   UAmsC04FrFr4GiWd   Mono      FR           TD          Auto
U Amsterdam   Netherlands   UAmsC04FrFrAll     Mono      FR           TD          Auto
U Amsterdam   Netherlands   UAmsC04PoPo4GiSb   Mono      PT           TD          Auto     Y
U Amsterdam   Netherlands   UAmsC04PoPo4GiWd   Mono      PT           TD          Auto     Y
U Amsterdam   Netherlands   UAmsC04PoPoAll     Mono      PT           TD          Auto
U Amsterdam   Netherlands   UAmsC04RuRu4GiSb   Mono      RU           TD          Auto     Y
U Amsterdam   Netherlands   UAmsC04RuRu4GiWd   Mono      RU           TD          Auto
U Amsterdam   Netherlands   UAmsC04RuRuAll     Mono      RU           TD          Auto
FU Hagen      Germany       FUHdm              GIRT-DE   DE           TD          Auto     Y
FU Hagen      Germany       FUHdrw             GIRT-DE   DE           TD          Auto     Y
FU Hagen      Germany       FUHds1             GIRT-DE   DE           TD          Auto     Y
FU Hagen      Germany       FUHdw1             GIRT-DE   DE           TD          Auto     Y
FU Hagen      Germany       FUHdw2             GIRT-DE   DE           TD          Auto     Y
FU Hagen      Germany       FUHe1              GIRT-EN   DE           TD          Auto     Y
FU Hagen      Germany       FUHe2              GIRT-EN   DE           TD          Auto     Y
FU Hagen      Germany       FUHe3              GIRT-EN   DE           TD          Auto     Y
FU Hagen      Germany       FUHe4              GIRT-EN   DE           TD          Auto     Y
FU Hagen      Germany       FUHe5              GIRT-EN   DE           TD          Auto     Y
Daedalus      Spain         de2frR2FWnormal    Bi-FR     DE           TD          Auto
Daedalus      Spain         de2frR3FWnormal    Bi-FR     DE           TD          Auto     Y
Daedalus      Spain         de2frcomb1s101     Bi-FR     DE           TD          Auto
Daedalus      Spain         de2frcomb2s201     Bi-FR     DE           TD          Auto
Daedalus      Spain         frav7              Mono      FR           TD          Auto     Y
Daedalus      Spain         frav8              Mono      FR           TD          Auto
Daedalus      Spain         frcomb1s201        Mono      FR           TD          Auto
Daedalus      Spain         frcomb2s201        Mono      FR           TD          Auto
Daedalus      Spain         nl2frR4FWnormal    Bi-FR     NL           TD          Auto     Y
Daedalus      Spain         nl2frR5FWnormal    Bi-FR     NL           TD          Auto
Daedalus      Spain         nl2frav            Bi-FR     NL           TD          Auto
Daedalus      Spain         nl2frcomb1s101     Bi-FR     NL           TD          Auto
Daedalus      Spain         ruR1FWnormal       Mono      RU           TD          Auto     Y
Daedalus      Spain         ruav7              Mono      RU           TD          Auto
Daedalus      Spain         ruav8              Mono      RU           TD          Auto     Y
Daedalus      Spain         rucomb1s101        Mono      RU           TD          Auto
U Padua       Italy         IMSBDEFRN100       Bi-FR     DE           TD          Auto
U Padua       Italy         IMSBDEFRN50        Bi-FR     DE           TD          Auto
U Padua       Italy         IMSBDEFRP100       Bi-FR     DE           TD          Auto
U Padua       Italy         IMSBDEFRP50        Bi-FR     DE           TD          Auto
U Padua       Italy         IMSBDEFRUd651      Bi-FR     DE           TD          Auto
U Padua       Italy         IMSBDEFRUd655      Bi-FR     DE           TD          Auto     Y
U Padua       Italy         IMSMFIN            Mono      FI           TD          Auto
U Padua       Italy         IMSMFIP            Mono      FI           TD          Auto
U Padua       Italy         IMSMFIPqe          Mono      FI           TD          Auto
U Padua       Italy         IMSMFIUa65         Mono      FI           TD          Auto     Y
U Padua       Italy         IMSMFIUd65         Mono      FI           TD          Auto     Y
U Padua       Italy         IMSMFRN            Mono      FR           TD          Auto
U Padua       Italy         IMSMFRP            Mono      FR           TD          Auto
U Padua       Italy         IMSMFRPqe          Mono      FR           TD          Auto
U Padua       Italy         IMSMFRUd65         Mono      FR           TD          Auto     Y
U Padua       Italy         IMSMRUN            Mono      RU           TD          Auto     Y
Institution    Country    Run Tag          Task      Top. Lang.   Top. Fld.   Run Type Judged?
U Padua        Italy      IMSMRUUd65       Mono      RU           TD          Auto
U Padua        Italy      IMSMRUUd65qe     Mono      RU           TD          Auto
U Alicante     Spain      IRn-MR-Dexp      Mono      RU           TD          Auto     Y
U Alicante     Spain      IRn-MR-Pexp      Mono      RU           TD          Auto
U Alicante     Spain      IRn-MR-nexp      Mono      RU           TD          Auto
U Alicante     Spain      IRn-BEnR-Dexp    Bi-RU     EN           TD          Auto
U Alicante     Spain      IRn-BEnR-nexp    Bi-RU     EN           TD          Auto
U Alicante     Spain      IRn-BEsR-Dexp    Bi-RU     ES           TD          Auto
U Alicante     Spain      IRn-BEsR-nexp    Bi-RU     ES           TD          Auto
U Alicante     Spain      IRn-BEnPM-Pexp   Bi-PT     EN           TD          Auto     Y
U Alicante     Spain      IRn-BEnPF-Pexp   Bi-PT     EN           TD          Auto     Y
U Alicante     Spain      IRn-BEnPM-nexp   Bi-PT     EN           TD          Auto     Y
U Alicante     Spain      IRn-BEnPF-nexp   Bi-PT     EN           TD          Auto     Y
U Alicante     Spain      IRn-BEsPM-Pexp   Bi-PT     ES           TD          Auto
U Alicante     Spain      IRn-BEsPM-nexp   Bi-PT     ES           TD          Auto
U Alicante     Spain      IRn-MP-Pexp      Mono      PT           TD          Auto     Y
U Alicante     Spain      IRn-MP-Dexp      Mono      PT           TD          Auto     Y
U Alicante     Spain      IRn-MF-Dexp      Mono      FI           TD          Auto     Y
U Alicante     Spain      IRn-MF-Pexp      Mono      FI           TD          Auto
U Alicante     Spain      IRn-MF-nexp      Mono      FI           TD          Auto
U Alicante     Spain      IRn-MFr-Dexp     Mono      FR           TD          Auto     Y
U Alicante     Spain      IRn-MFr-Pexp     Mono      FR           TD          Auto
U Alicante     Spain      IRn-MFr-nexp     Mono      FR           TD          Auto
U Alicante     Spain      IRn-Mu-Pexp      Multi     EN           TD          Auto     Y
U Alicante     Spain      IRn-Mu-Dexp      Multi     EN           TD          Auto     Y
U Alicante     Spain      IRn-Mu-nexp      Multi     EN           TD          Auto
U Alicante     Spain      IRn-MP-nexp      Mono      PT           TD          Auto     Y
NII Group      Japan      NiiDic03         Bi-FR     DE           TD          Auto
NII Group      Japan      NiiDic04         Bi-FR     DE           TD          Auto
NII Group      Japan      NiiDic05         Bi-FR     DE           TD          Auto
NII Group      Japan      NiiFF01          Mono      FR           TD          Auto     Y
NII Group      Japan      NiiMt02          Bi-FR     DE           TD          Auto     Y
U Hildesheim   Germany    UHIenru1         Bi-RU     EN           TD          Auto
U Hildesheim   Germany    UHIenru2         Bi-RU     EN           TD          Auto
U Hildesheim   Germany    UHIenru3         Bi-RU     EN           TD          Auto
U Hildesheim   Germany    UHIfi1           Mono      FI           TD          Auto     Y
U Hildesheim   Germany    UHIfi2           Mono      FI           TD          Auto     Y
U Hildesheim   Germany    UHImlt1          Multi     EN           TD          Auto     Y
U Hildesheim   Germany    UHImlt2          Multi     EN           TD          Auto     Y
U Hildesheim   Germany    UHIru1           Mono      RU           TD          Auto     Y
U Hildesheim   Germany    UHIru2           Mono      RU           TD          Auto
U Hildesheim   Germany    UHIru3           Mono      RU           TD          Auto
FCUL Lisbon    Portugal   XLDBTumba01      Mono      PT           missing     Manual   Y
FCUL Lisbon    Portugal   XLDBTumba02      Mono      PT           missing     Manual   Y
FCUL Lisbon    Portugal   XLDBTumba04      Mono      PT           missing     Manual
FCUL Lisbon    Portugal   XLDBTumba05      Mono      PT           missing     Manual
IRIT           France     run1T            GIRT-EN   EN           T           Auto     Y
IRIT           France     run2TD           GIRT-EN   EN           TD          Auto     Y
IRIT           France     run3TDfc         GIRT-EN   EN           TD          Auto     Y
IRIT           France     run4TDWN         GIRT-EN   EN           TD          Auto     Y
IRIT           France     run4TWN          GIRT-EN   EN           T           Auto     Y
UC Berkeley    USA        BKGRBLEG1        GIRT-DE   EN           TD          Auto     Y
UC Berkeley    USA        BKGRBLEG2        GIRT-DE   EN           TD          Auto     Y
UC Berkeley    USA        BKGRBLEG3        GIRT-DE   EN           TD          Auto     Y
UC Berkeley    USA        BKGRBLEG4        GIRT-DE   EN           TD          Auto     Y
UC Berkeley    USA        BKGRBLEG5        GIRT-DE   EN           TD          Auto     Y
UC Berkeley    USA        BKGRBLGE1        GIRT-EN   DE           TD          Auto     Y
UC Berkeley    USA        BKGRBLGE2        GIRT-EN   DE           TD          Auto     Y
UC Berkeley    USA        BKGRBLGE3        GIRT-EN   DE           TD          Auto     Y
UC Berkeley    USA        BKGRBLGE4        GIRT-EN   DE           TD          Auto     Y
UC Berkeley    USA        BKGRBLGE5        GIRT-EN   DE           TD          Auto     Y
UC Berkeley    USA        BKGRMLEE1        GIRT-EN   EN           TD          Auto     Y
UC Berkeley    USA        BKGRMLEE2        GIRT-EN   EN           TD          Auto     Y
UC Berkeley    USA        BKGRMLGG0        GIRT-DE   DE           TD          Auto     Y
UC Berkeley    USA        BKGRMLGG1        GIRT-DE   DE           TD          Auto     Y
UC Berkeley    USA        BKGRMLGG2        GIRT-DE   DE           TD          Auto     Y
UC Berkeley    USA        BKRUBLER1        Bi-RU     EN           TDN         Auto
UC Berkeley    USA        BKRUBLER2        Bi-RU     EN           TDN         Auto
UC Berkeley    USA        BKRUBLER3        Bi-RU     EN           TD          Auto
UC Berkeley    USA        BKRUBLER4        Bi-RU     EN           TDN         Auto     Y
UC Berkeley    USA        BKRUBLJR1        Bi-RU     JP           TD          Auto
Institution              Country   Run Tag           Task      Top. Lang.   Top. Fld.   Run Type Judged?
UC Berkeley              USA       BKRUBLJR2         Bi-RU     JP           TDN         Auto
UC Berkeley              USA       BKRUBLCR1         Bi-RU     ZH           TD          Auto
UC Berkeley              USA       BKRUBLCR2         Bi-RU     ZH           TDN         Auto
UC Berkeley              USA       BKRUMLRR1         Mono      RU           TD          Auto
UC Berkeley              USA       BKRUMLRR2         Mono      RU           TDN         Auto     Y
Dublin City University   Ireland   exefinmono04a     Mono      FI           TD          Auto     Y
Dublin City University   Ireland   exefinmono04l     Mono      FI           TD          Auto     Y
Dublin City University   Ireland   exefinmono04q     Mono      FI           TD          Auto     Y
Dublin City University   Ireland   exefinmono04t     Mono      FI           TD          Auto
Dublin City University   Ireland   exefrde04a        Bi-FR     DE           TD          Auto
Dublin City University   Ireland   exefrde04q        Bi-FR     DE           TD          Auto     Y
Dublin City University   Ireland   exefrde04t        Bi-FR     DE           TD          Auto
Dublin City University   Ireland   exefrmono04a      Mono      FR           TD          Auto
Dublin City University   Ireland   exefrmono04q      Mono      FR           TD          Auto     Y
Dublin City University   Ireland   exefrmono04t      Mono      FR           TD          Auto
Dublin City University   Ireland   exefrmonosys04a   Mono      FR           TD          Auto
Dublin City University   Ireland   exefrnl04a        Bi-FR     NL           TD          Auto
Dublin City University   Ireland   exefrnl04t        Bi-FR     NL           TD          Auto
Dublin City University   Ireland   exemult1s         Multi     EN           TD          Auto     Y
Dublin City University   Ireland   exemult2s         Multi     EN           TD          Auto     Y
Dublin City University   Ireland   exemult3s         Multi     EN           TD          Auto     Y
Dublin City University   Ireland   exemult4s         Multi     EN           TD          Auto
Dublin City University   Ireland   exemult5s         Multi     EN           TD          Auto
Dublin City University   Ireland   exerussbi04a      Bi-RU     EN           TD          Auto     Y
Dublin City University   Ireland   exerussbi04l      Bi-RU     EN           TD          Auto
Dublin City University   Ireland   exerussbi04q      Bi-RU     EN           TD          Auto
Dublin City University   Ireland   exerussbi04t      Bi-RU     EN           TD          Auto
Dublin City University   Ireland   exerussmono04a    Mono      RU           TD          Auto     Y
Dublin City University   Ireland   exerussmono04l    Mono      RU           TD          Auto
Dublin City University   Ireland   exerussmono04q    Mono      RU           TD          Auto
Dublin City University   Ireland   exerussmono04t1   Mono      RU           TD          Auto
Dublin City University   Ireland   exerussbi04amg    Bi-RU     EN           TD          Auto
Ricoh                    Japan     rdedetde04        GIRT-DE   DE           TD          Auto     Y
Ricoh                    Japan     rendetde04        GIRT-DE   EN           TD          Auto     Y
SUNY Buffalo             USA       UBmonoEN01        Mono      EN           TD          Auto     Y
SUNY Buffalo             USA       UBmonoFI01        Mono      FI           TD          Auto     Y
SUNY Buffalo             USA       UBmonoFR01        Mono      FR           TD          Auto     Y
SUNY Buffalo             USA       UBmonoRU01        Mono      RU           TD          Auto     Y
SUNY Buffalo             USA       UBmult01          Multi     EN           TD          Auto     Y
SUNY Buffalo             USA       UBmult02          Multi     EN           TD          Auto     Y
SUNY Buffalo             USA       UBmulti03         Multi     EN           TD          Auto
JHU/APL                  USA       aplbibgrub        Bi-RU     BG           TD          Auto     Y
JHU/APL                  USA       aplbidefra        Bi-FR     DE           TD          Auto     Y
JHU/APL                  USA       aplbienpta        Bi-PT     EN           TD          Auto     Y
JHU/APL                  USA       aplbiesfia        Bi-FI     ES           TD          Auto     Y
JHU/APL                  USA       aplbiespta        Bi-PT     ES           TD          Auto     Y
JHU/APL                  USA       aplbiesptb        Bi-PT     ES           TD          Auto     Y
JHU/APL                  USA       aplbifrfia        Bi-FI     FR           TD          Auto
JHU/APL                  USA       aplbinlfra        Bi-FR     NL           TD          Auto     Y
JHU/APL                  USA       aplmofia          Mono      FI           TD          Auto     Y
JHU/APL                  USA       aplmofib          Mono      FI           TD          Auto
JHU/APL                  USA       aplmofic          Mono      FI           TD          Auto
JHU/APL                  USA       aplmofra          Mono      FR           TD          Auto     Y
JHU/APL                  USA       aplmofrb          Mono      FR           TD          Auto
JHU/APL                  USA       aplmofrc          Mono      FR           TD          Auto
JHU/APL                  USA       aplmopta          Mono      PT           TD          Auto     Y
JHU/APL                  USA       aplmoptb          Mono      PT           TD          Auto     Y
JHU/APL                  USA       aplmoptc          Mono      PT           TD          Auto
JHU/APL                  USA       aplmorua          Mono      RU           TD          Auto     Y
JHU/APL                  USA       aplmorub          Mono      RU           TD          Auto
JHU/APL                  USA       aplmoruc          Mono      RU           TD          Auto
U Chicago                USA       UCEMULT2          Multi     EN           T           Auto     Y
U Chicago                USA       UCEMULTD1         Multi     EN           TD          Auto     Y
U Chicago                USA       UCEMULdecT3       Multi     EN           T           Auto
U Chicago                USA       UCEMULlppT4       Multi     EN           T           Auto
U Chicago                USA       UCERBiT1          Bi-RU     EN           T           Auto     Y
U Glasgow                UK        UOGLQ             Mono      FR           TDN         Auto
U Glasgow                UK        UOGLQQE           Mono      FR           TDN         Auto     Y
U Glasgow                UK        UOGSQ             Mono      FR           T           Auto
U Glasgow                UK        UOGSQQE           Mono      FR           T           Auto
                               Multilingual; Recall−Precision Graph
                    Top performing experiments by the best five groups; TD topic fields; Automatic
            1.0

                                                                 0.3427 U Amsterdam
                                                                 0.3341 U Jaen/SINAI
            0.8                                                  0.3090 U Neuchâtel
                                                                 0.2748 SUNY Buffalo
                                                                 0.2745 Dublin City U


            0.6




Precision
            0.4




            0.2



            0.0
              0.0              0.2              0.4               0.6              0.8               1.0

                                                       Recall
                             Bilingual to EN; Recall−Precision Graph
                    Top performing experiments by the best five groups; TD topic fields; Automatic
            1.0
                                                                 




                                                                 
                                                                     0.3470 U Amsterdam
                                                                     0.0644 U Oviedo
            0.8



            0.6
Precision




            0.4



            0.2



            0.0
              0.0              0.2              0.4                  0.6              0.8            1.0

                                                       Recall

                              Bilingual to FI; Recall−Precision Graph
                    Top performing experiments by the best five groups; TD topic fields; Automatic
            1.0
                                                                 




                                                                     0.2982 JHU/APL

            0.8



            0.6
Precision




            0.4



            0.2



            0.0
              0.0              0.2              0.4                  0.6              0.8            1.0

                                                       Recall
                             Bilingual to FR; Recall−Precision Graph
                    Top performing experiments by the best five groups; TD topic fields; Automatic
            1.0

                                                                     0.3753 JHU/APL
                                                                     0.3750 Thomson Legal
            0.8                                                      0.3505 Daedalus
                                                                     0.3368 NII Group
                                                                     0.3339 Dublin City U

            0.6
Precision




            0.4



            0.2



            0.0
              0.0              0.2              0.4                  0.6            0.8              1.0

                                                       Recall

                             Bilingual to PT; Recall−Precision Graph
                    Top performing experiments by the best five groups; TD topic fields; Automatic
            1.0
                                                                 




                                                                 
                                                                     0.4704 U Neuchâtel
                                                                 
                                                                     0.4537 JHU/APL
            0.8                                                  
                                                                     0.4366 U Amsterdam
                                                                     0.3243 U Alicante



            0.6
Precision




            0.4



            0.2



            0.0
              0.0              0.2              0.4                  0.6            0.8              1.0

                                                       Recall
                             Bilingual to RU; Recall−Precision Graph
                    Top performing experiments by the best five groups; TD topic fields; Automatic
            1.0

                                                                 0.3357 U Alicante
                                                                 0.3291 UC Berkeley
            0.8                                                  0.3210 Dublin City U
                                                                 0.3007 U Neuchâtel
                                                                 0.1407 JHU/APL

            0.6
Precision




            0.4



            0.2



            0.0
              0.0              0.2              0.4               0.6              0.8               1.0

                                                       Recall
                            Monolingual EN; Recall−Precision Graph
                    Top performing experiments by the best five groups; TD topic fields; Automatic
            1.0
                                                                 




                                                                     0.5167 SUNY Buffalo

            0.8



            0.6
Precision




            0.4



            0.2



            0.0
              0.0              0.2              0.4                  0.6            0.8              1.0

                                                       Recall

                             Monolingual FI; Recall−Precision Graph
                    Top performing experiments by the best five groups; TD topic fields; Automatic
            1.0

                                                                     0.6367 Hummingbird
                                                                     0.5562 Thomson Legal
            0.8                                                      0.5453 U Neuchâtel
                                                                     0.5443 JHU/APL
                                                                     0.5203 U Amsterdam

            0.6
Precision




            0.4



            0.2



            0.0
              0.0              0.2              0.4                  0.6            0.8              1.0

                                                       Recall
                            Monolingual FR; Recall−Precision Graph
                    Top performing experiments by the best five groups; TD topic fields; Automatic
            1.0

                                                                 0.4926 Hummingbird
                                                                 0.4849 U Neuchâtel
            0.8                                                  0.4673 Daedalus
                                                                 0.4629 SUNY Buffalo
                                                                 0.4581 JHU/APL


            0.6
Precision




            0.4



            0.2



            0.0
              0.0              0.2              0.4               0.6              0.8               1.0

                                                       Recall

                             Monolingual PT; Recall−Precision Graph
                    Top performing experiments by the best five groups; TD topic fields; Automatic
            1.0

                                                                 0.5188 U Neuchâtel
                                                                 0.4750 Hummingbird
            0.8                                                  0.4691 JHU/APL
                                                                 0.4469 Thomson Legal
                                                                 0.4326 U Amsterdam

            0.6
Precision




            0.4



            0.2



            0.0
              0.0              0.2              0.4               0.6              0.8               1.0

                                                       Recall
                            Monolingual RU; Recall−Precision Graph
                    Top performing experiments by the best five groups; TD topic fields; Automatic
            1.0

                                                                 0.4809 U Alicante
                                                                 0.4431 Hummingbird
            0.8                                                  0.4412 U Amsterdam
                                                                 0.4204 UC Berkeley
                                                                 0.3790 Dublin City U

            0.6
Precision




            0.4



            0.2



            0.0
              0.0              0.2              0.4               0.6              0.8               1.0

                                                       Recall
                                GIRT to DE; Recall−Precision Graph
                    Top performing experiments by the best five groups; TD topic fields; Automatic
            1.0
                                                                 




                                                                     0.4177 UC Berkeley
                                                                 




                                                                     0.2482 FU Hagen
                                                                 




            0.8                                                      0.2381 Ricoh




            0.6
Precision




            0.4



            0.2



            0.0
              0.0              0.2              0.4                  0.6             0.8             1.0

                                                       Recall

                                GIRT to EN; Recall−Precision Graph
                    Top performing experiments by the best five groups; TD topic fields; Automatic
            1.0
                                                                 




                                                                     0.4053 UC Berkeley
                                                                 




                                                                 
                                                                     0.3855 IRIT
            0.8                                                      0.0369 FU Hagen




            0.6
Precision




            0.4



            0.2



            0.0
              0.0              0.2              0.4                  0.6             0.8             1.0

                                                       Recall
Dublin City University, Multilingual English, Auto, TD                                                                     Run exemult1s
Average precision                   Overall statistics                                                                    Recall−Precision Values
(individual queries):               (for 50 queries):                                                 1.0
Query 201: 0.0168                   Total number of documents
Query 202: 0.6188                   over all queries
Query 203: 0.2400                       Retrieved:    50000
Query 204: 0.3655                       Relevant:      1826
Query 205: 0.2451                       Rel_ret:       1244
                                                                                                     0.8
Query 206: 0.4209
Query 207: 0.1509                   Interpolated Recall -
Query 208: 0.3036                   Precision Averages:
Query 209: 0.0644                       at 0.00       0.5587
Query 210: 0.1058                       at 0.10       0.4829                                         0.6
Query 211: 0.8375                       at 0.20       0.4151
Query 212: 0.1212                       at 0.30       0.3570
Query 213: 0.5757                       at 0.40       0.2961




                                                                    Precision
Query 214: 0.0001                       at 0.50       0.2474
Query 215: 0.0314                       at 0.60       0.2115                                         0.4
Query 216: 0.0030                       at 0.70       0.1790
Query 217: 0.2025                       at 0.80       0.1360
Query 218: 0.8338                       at 0.90       0.0971
Query 219: 0.0063                       at 1.00       0.0290
Query 220: 0.0344                                                                                    0.2
Query 221: 0.4257                   Avg. prec. (non-interpolated)
Query 222: 0.0263                   for all rel. documents
Query 223: 0.0907                                     0.2626
Query 224: 0.8160                   Precision:
Query 225: 0.5328                     At    5 docs:   0.3880                                         0.0
Query 226: 0.0054                     At   10 docs:   0.3540                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 227: 0.0094                     At   15 docs:   0.3160
Query 228: 0.2341                     At   20 docs:   0.3020                                                                        Recall
Query 229: 0.3706                     At   30 docs:   0.2580
Query 230: 0.6629                     At 100 docs:    0.1572
Query 231: 0.1193                     At 200 docs:    0.0987                                                                Run exemult1s
Query 232: 0.0179                     At 500 docs:    0.0464                                                            Comparison to median by topic
Query 233: 0.4403                     At 1000 docs:   0.0249
Query 234: 0.0183                                                                                    +1.0
Query 235: 0.0045                   R-Precision (prec. after R
Query 236: 0.2464                   (=num_rel) docs. retrieved):
Query 237: 0.5349                       Exact:        0.2747
Query 238: 0.3109
Query 239: 0.0474
Query 240: 0.8048                                                                                    +0.5
Query 241: 0.0124
Query 242: 0.1766
Query 243: 0.2872
Query 244: 0.3472
Query 245: 0.6897
Query 246: 0.0858
Query 247: 0.2498
                                                                                                      0.0
Query 248: 0.3241
Query 249: 0.0162
Query 250: 0.0425
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
Dublin City University, Multilingual English, Auto, TD                                                                     Run exemult2s
Average precision                   Overall statistics                                                                    Recall−Precision Values
(individual queries):               (for 50 queries):                                                 1.0
Query 201: 0.0389                   Total number of documents
Query 202: 0.6315                   over all queries
Query 203: 0.0258                       Retrieved:    50000
Query 204: 0.2331                       Relevant:      1826
Query 205: 0.2408                       Rel_ret:       1119
                                                                                                     0.8
Query 206: 0.5065
Query 207: 0.0915                   Interpolated Recall -
Query 208: 0.2007                   Precision Averages:
Query 209: 0.0644                       at 0.00       0.5510
Query 210: 0.1035                       at 0.10       0.4363                                         0.6
Query 211: 0.7854                       at 0.20       0.3703
Query 212: 0.1190                       at 0.30       0.3252
Query 213: 0.5328                       at 0.40       0.2659




                                                                    Precision
Query 214: 0.0002                       at 0.50       0.2439
Query 215: 0.0227                       at 0.60       0.2217                                         0.4
Query 216: 0.0246                       at 0.70       0.1866
Query 217: 0.1477                       at 0.80       0.1453
Query 218: 0.6926                       at 0.90       0.1023
Query 219: 0.0037                       at 1.00       0.0438
Query 220: 0.0005                                                                                    0.2
Query 221: 0.6059                   Avg. prec. (non-interpolated)
Query 222: 0.0263                   for all rel. documents
Query 223: 0.0867                                     0.2479
Query 224: 0.8039                   Precision:
Query 225: 0.5447                     At    5 docs:   0.3600                                         0.0
Query 226: 0.0069                     At   10 docs:   0.3300                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 227: 0.0094                     At   15 docs:   0.3107
Query 228: 0.0008                     At   20 docs:   0.2920                                                                        Recall
Query 229: 0.0132                     At   30 docs:   0.2540
Query 230: 0.5924                     At 100 docs:    0.1478
Query 231: 0.1155                     At 200 docs:    0.0894                                                                Run exemult2s
Query 232: 0.0159                     At 500 docs:    0.0413                                                            Comparison to median by topic
Query 233: 0.3669                     At 1000 docs:   0.0224
Query 234: 0.1750                                                                                    +1.0
Query 235: 0.0045                   R-Precision (prec. after R
Query 236: 0.7253                   (=num_rel) docs. retrieved):
Query 237: 0.5624                       Exact:        0.2786
Query 238: 0.3764
Query 239: 0.0221
Query 240: 0.8510                                                                                    +0.5
Query 241: 0.0136
Query 242: 0.1002
Query 243: 0.2701
Query 244: 0.3430
Query 245: 0.5299
Query 246: 0.1103
Query 247: 0.2793
                                                                                                      0.0
Query 248: 0.3674
Query 249: 0.0088
Query 250: 0.0000
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
Dublin City University, Multilingual English, Auto, TD                                                                     Run exemult3s
Average precision                   Overall statistics                                                                    Recall−Precision Values
(individual queries):               (for 50 queries):                                                 1.0
Query 201: 0.0397                   Total number of documents
Query 202: 0.6374                   over all queries
Query 203: 0.0656                       Retrieved:    50000
Query 204: 0.6372                       Relevant:      1826
Query 205: 0.2313                       Rel_ret:       1232
                                                                                                     0.8
Query 206: 0.4287
Query 207: 0.1551                   Interpolated Recall -
Query 208: 0.2473                   Precision Averages:
Query 209: 0.1066                       at 0.00       0.6192
Query 210: 0.1024                       at 0.10       0.4659                                         0.6
Query 211: 0.7800                       at 0.20       0.4110
Query 212: 0.0759                       at 0.30       0.3579
Query 213: 0.5223                       at 0.40       0.2868




                                                                    Precision
Query 214: 0.0009                       at 0.50       0.2677
Query 215: 0.0227                       at 0.60       0.2363                                         0.4
Query 216: 0.0326                       at 0.70       0.2075
Query 217: 0.1477                       at 0.80       0.1602
Query 218: 0.6035                       at 0.90       0.1190
Query 219: 0.0038                       at 1.00       0.0459
Query 220: 0.0006                                                                                    0.2
Query 221: 0.6569                   Avg. prec. (non-interpolated)
Query 222: 0.0178                   for all rel. documents
Query 223: 0.0885                                     0.2715
Query 224: 0.7901                   Precision:
Query 225: 0.5449                     At    5 docs:   0.3720                                         0.0
Query 226: 0.0068                     At   10 docs:   0.3500                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 227: 0.0094                     At   15 docs:   0.3280
Query 228: 0.0475                     At   20 docs:   0.3160                                                                        Recall
Query 229: 0.0388                     At   30 docs:   0.2667
Query 230: 0.5496                     At 100 docs:    0.1542
Query 231: 0.2023                     At 200 docs:    0.0967                                                                Run exemult3s
Query 232: 0.0445                     At 500 docs:    0.0460                                                            Comparison to median by topic
Query 233: 0.4629                     At 1000 docs:   0.0246
Query 234: 0.2281                                                                                    +1.0
Query 235: 0.0016                   R-Precision (prec. after R
Query 236: 0.7983                   (=num_rel) docs. retrieved):
Query 237: 0.5536                       Exact:        0.2846
Query 238: 0.4027
Query 239: 0.0398
Query 240: 0.8643                                                                                    +0.5
Query 241: 0.0152
Query 242: 0.1056
Query 243: 0.2418
Query 244: 0.3476
Query 245: 0.7625
Query 246: 0.0998
Query 247: 0.4108
                                                                                                      0.0
Query 248: 0.3828
Query 249: 0.0188
Query 250: 0.0000
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
Dublin City University, Multilingual English, Auto, TD                                                                     Run exemult4s
Average precision                   Overall statistics                                                                    Recall−Precision Values
(individual queries):               (for 50 queries):                                                 1.0
Query 201: 0.0397                   Total number of documents
Query 202: 0.6388                   over all queries
Query 203: 0.0671                       Retrieved:    50000
Query 204: 0.5573                       Relevant:      1826
Query 205: 0.2668                       Rel_ret:       1244
                                                                                                     0.8
Query 206: 0.3837
Query 207: 0.0033                   Interpolated Recall -
Query 208: 0.2699                   Precision Averages:
Query 209: 0.1136                       at 0.00       0.6117
Query 210: 0.1037                       at 0.10       0.4712                                         0.6
Query 211: 0.7851                       at 0.20       0.3996
Query 212: 0.1154                       at 0.30       0.3500
Query 213: 0.5111                       at 0.40       0.2946




                                                                    Precision
Query 214: 0.0016                       at 0.50       0.2730
Query 215: 0.0202                       at 0.60       0.2378                                         0.4
Query 216: 0.0479                       at 0.70       0.2049
Query 217: 0.1104                       at 0.80       0.1586
Query 218: 0.6587                       at 0.90       0.1157
Query 219: 0.0063                       at 1.00       0.0442
Query 220: 0.0003                                                                                    0.2
Query 221: 0.6777                   Avg. prec. (non-interpolated)
Query 222: 0.0372                   for all rel. documents
Query 223: 0.0845                                     0.2725
Query 224: 0.7686                   Precision:
Query 225: 0.5465                     At    5 docs:   0.3800                                         0.0
Query 226: 0.0081                     At   10 docs:   0.3520                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 227: 0.0094                     At   15 docs:   0.3267
Query 228: 0.0916                     At   20 docs:   0.3060                                                                        Recall
Query 229: 0.0342                     At   30 docs:   0.2633
Query 230: 0.5432                     At 100 docs:    0.1546
Query 231: 0.1234                     At 200 docs:    0.0973                                                                Run exemult4s
Query 232: 0.0311                     At 500 docs:    0.0457                                                            Comparison to median by topic
Query 233: 0.4552                     At 1000 docs:   0.0249
Query 234: 0.2431                                                                                    +1.0
Query 235: 0.0013                   R-Precision (prec. after R
Query 236: 0.7808                   (=num_rel) docs. retrieved):
Query 237: 0.6123                       Exact:        0.2937
Query 238: 0.3304
Query 239: 0.0485
Query 240: 0.8520                                                                                    +0.5
Query 241: 0.0160
Query 242: 0.1787
Query 243: 0.2287
Query 244: 0.3536
Query 245: 0.7939
Query 246: 0.1436
Query 247: 0.4594
                                                                                                      0.0
Query 248: 0.3915
Query 249: 0.0783
Query 250: 0.0000
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
Dublin City University, Multilingual English, Auto, TD                                                                     Run exemult5s
Average precision                   Overall statistics                                                                    Recall−Precision Values
(individual queries):               (for 50 queries):                                                 1.0
Query 201: 0.0495                   Total number of documents
Query 202: 0.6620                   over all queries
Query 203: 0.0657                       Retrieved:    50000
Query 204: 0.6505                       Relevant:      1826
Query 205: 0.2406                       Rel_ret:       1216
                                                                                                     0.8
Query 206: 0.4997
Query 207: 0.1571                   Interpolated Recall -
Query 208: 0.2749                   Precision Averages:
Query 209: 0.1032                       at 0.00       0.5964
Query 210: 0.1085                       at 0.10       0.4770                                         0.6
Query 211: 0.7785                       at 0.20       0.3993
Query 212: 0.0717                       at 0.30       0.3567
Query 213: 0.5326                       at 0.40       0.2915




                                                                    Precision
Query 214: 0.0006                       at 0.50       0.2732
Query 215: 0.0245                       at 0.60       0.2468                                         0.4
Query 216: 0.0484                       at 0.70       0.2153
Query 217: 0.1496                       at 0.80       0.1639
Query 218: 0.6893                       at 0.90       0.1271
Query 219: 0.0040                       at 1.00       0.0520
Query 220: 0.0007                                                                                    0.2
Query 221: 0.6689                   Avg. prec. (non-interpolated)
Query 222: 0.0139                   for all rel. documents
Query 223: 0.0907                                     0.2745
Query 224: 0.7678                   Precision:
Query 225: 0.5390                     At    5 docs:   0.3640                                         0.0
Query 226: 0.0067                     At   10 docs:   0.3560                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 227: 0.0094                     At   15 docs:   0.3307
Query 228: 0.0114                     At   20 docs:   0.3150                                                                        Recall
Query 229: 0.0190                     At   30 docs:   0.2753
Query 230: 0.5848                     At 100 docs:    0.1566
Query 231: 0.1948                     At 200 docs:    0.0976                                                                Run exemult5s
Query 232: 0.0635                     At 500 docs:    0.0458                                                            Comparison to median by topic
Query 233: 0.4645                     At 1000 docs:   0.0243
Query 234: 0.1644                                                                                    +1.0
Query 235: 0.0014                   R-Precision (prec. after R
Query 236: 0.7121                   (=num_rel) docs. retrieved):
Query 237: 0.5591                       Exact:        0.2890
Query 238: 0.4019
Query 239: 0.0285
Query 240: 0.9038                                                                                    +0.5
Query 241: 0.0133
Query 242: 0.0986
Query 243: 0.2635
Query 244: 0.3437
Query 245: 0.7542
Query 246: 0.0913
Query 247: 0.4304
                                                                                                      0.0
Query 248: 0.3951
Query 249: 0.0191
Query 250: 0.0000
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
U Alicante, Multilingual English, Auto, TD                                                                              Run IRn−Mu−Dexp
Average precision                   Overall statistics
(individual queries):               (for 50 queries):
                                                                                                                          Recall−Precision Values
                                                                                                      1.0
Query 201: 0.0591                   Total number of documents
Query 202: 0.4645                   over all queries
Query 203: 0.5426                       Retrieved:    50000
Query 204: 0.3881                       Relevant:      1826
Query 205: 0.4279                       Rel_ret:       1337                                          0.8
Query 206: 0.1440
Query 207: 0.1457                   Interpolated Recall -
Query 208: 0.1731                   Precision Averages:
Query 209: 0.0557                       at 0.00       0.5581
Query 210: 0.1748                       at 0.10       0.4167                                         0.6
Query 211: 0.7880                       at 0.20       0.3395
Query 212: 0.0570                       at 0.30       0.2885
Query 213: 0.4545                       at 0.40       0.2525




                                                                    Precision
Query 214: 0.0463                       at 0.50       0.2238
Query 215: 0.0555                       at 0.60       0.2070                                         0.4
Query 216: 0.0433                       at 0.70       0.1799
Query 217: 0.1386                       at 0.80       0.1487
Query 218: 0.8496                       at 0.90       0.1065
Query 219: 0.0451                       at 1.00       0.0378
Query 220: 0.0018                                                                                    0.2
Query 221: 0.4329                   Avg. prec. (non-interpolated)
Query 222: 0.0196                   for all rel. documents
Query 223: 0.0069                                     0.2330
Query 224: 0.6071                   Precision:
Query 225: 0.1090                     At    5 docs:   0.3280                                         0.0
Query 226: 0.0232                     At   10 docs:   0.3100                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 227: 0.0010                     At   15 docs:   0.3093
Query 228: 0.0953                     At   20 docs:   0.2900                                                                        Recall
Query 229: 0.1578                     At   30 docs:   0.2620
Query 230: 0.5664                     At 100 docs:    0.1600
Query 231: 0.2199                     At 200 docs:    0.1025                                                             Run IRn−Mu−Dexp
Query 232: 0.0625                     At 500 docs:    0.0494
Query 233: 0.2858                     At 1000 docs:   0.0267                                                            Comparison to median by topic
Query 234: 0.0452                                                                                    +1.0
Query 235: 0.0183                   R-Precision (prec. after R
Query 236: 0.4006                   (=num_rel) docs. retrieved):
Query 237: 0.7501                       Exact:        0.2713
Query 238: 0.1847
Query 239: 0.0791
Query 240: 0.3450                                                                                    +0.5
Query 241: 0.0550
Query 242: 0.2250
Query 243: 0.1056
Query 244: 0.1968
Query 245: 0.5942
Query 246: 0.0917
Query 247: 0.5116                                                                                     0.0
Query 248: 0.3486
Query 249: 0.0249
Query 250: 0.0330
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
U Alicante, Multilingual English, Auto, TD                                                                               Run IRn−Mu−nexp
Average precision                   Overall statistics
(individual queries):               (for 50 queries):
                                                                                                                          Recall−Precision Values
                                                                                                      1.0
Query 201: 0.0235                   Total number of documents
Query 202: 0.4834                   over all queries
Query 203: 0.4645                       Retrieved:    50000
Query 204: 0.3163                       Relevant:      1826
Query 205: 0.5034                       Rel_ret:       1252                                          0.8
Query 206: 0.2012
Query 207: 0.1368                   Interpolated Recall -
Query 208: 0.1729                   Precision Averages:
Query 209: 0.0831                       at 0.00       0.5432
Query 210: 0.2733                       at 0.10       0.4074                                         0.6
Query 211: 0.7863                       at 0.20       0.3349
Query 212: 0.0273                       at 0.30       0.2816
Query 213: 0.3419                       at 0.40       0.2428




                                                                    Precision
Query 214: 0.0499                       at 0.50       0.2148
Query 215: 0.0242                       at 0.60       0.1836                                         0.4
Query 216: 0.0437                       at 0.70       0.1607
Query 217: 0.1253                       at 0.80       0.1276
Query 218: 0.8297                       at 0.90       0.0774
Query 219: 0.0485                       at 1.00       0.0321
Query 220: 0.0014                                                                                    0.2
Query 221: 0.3583                   Avg. prec. (non-interpolated)
Query 222: 0.0059                   for all rel. documents
Query 223: 0.0085                                     0.2204
Query 224: 0.4897                   Precision:
Query 225: 0.1125                     At    5 docs:   0.3400                                         0.0
Query 226: 0.0128                     At   10 docs:   0.3120                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 227: 0.0013                     At   15 docs:   0.2867
Query 228: 0.0861                     At   20 docs:   0.2710                                                                        Recall
Query 229: 0.1824                     At   30 docs:   0.2447
Query 230: 0.5356                     At 100 docs:    0.1442
Query 231: 0.0882                     At 200 docs:    0.0937                                                             Run IRn−Mu−nexp
Query 232: 0.0227                     At 500 docs:    0.0457
Query 233: 0.2106                     At 1000 docs:   0.0250                                                            Comparison to median by topic
Query 234: 0.0685                                                                                    +1.0
Query 235: 0.0130                   R-Precision (prec. after R
Query 236: 0.1698                   (=num_rel) docs. retrieved):
Query 237: 0.7498                       Exact:        0.2585
Query 238: 0.1611
Query 239: 0.0692
Query 240: 0.3485                                                                                    +0.5
Query 241: 0.0398
Query 242: 0.1402
Query 243: 0.1108
Query 244: 0.2154
Query 245: 0.8301
Query 246: 0.1270
Query 247: 0.4779                                                                                     0.0
Query 248: 0.3842
Query 249: 0.0180
Query 250: 0.0439
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
U Alicante, Multilingual English, Auto, TD                                                                              Run IRn−Mu−Pexp
Average precision                   Overall statistics
(individual queries):               (for 50 queries):
                                                                                                                          Recall−Precision Values
                                                                                                      1.0
Query 201: 0.0514                   Total number of documents
Query 202: 0.4645                   over all queries
Query 203: 0.5461                       Retrieved:    50000
Query 204: 0.4044                       Relevant:      1826
Query 205: 0.4242                       Rel_ret:       1338                                          0.8
Query 206: 0.1451
Query 207: 0.1581                   Interpolated Recall -
Query 208: 0.1731                   Precision Averages:
Query 209: 0.0529                       at 0.00       0.5408
Query 210: 0.1748                       at 0.10       0.4138                                         0.6
Query 211: 0.7713                       at 0.20       0.3399
Query 212: 0.0555                       at 0.30       0.2971
Query 213: 0.4339                       at 0.40       0.2611




                                                                    Precision
Query 214: 0.0412                       at 0.50       0.2294
Query 215: 0.0514                       at 0.60       0.2104                                         0.4
Query 216: 0.0518                       at 0.70       0.1836
Query 217: 0.1388                       at 0.80       0.1505
Query 218: 0.8363                       at 0.90       0.1074
Query 219: 0.0456                       at 1.00       0.0418
Query 220: 0.0017                                                                                    0.2
Query 221: 0.4224                   Avg. prec. (non-interpolated)
Query 222: 0.0186                   for all rel. documents
Query 223: 0.0069                                     0.2353
Query 224: 0.5957                   Precision:
Query 225: 0.1371                     At    5 docs:   0.3440                                         0.0
Query 226: 0.0202                     At   10 docs:   0.3180                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 227: 0.0009                     At   15 docs:   0.3040
Query 228: 0.0856                     At   20 docs:   0.2880                                                                        Recall
Query 229: 0.1457                     At   30 docs:   0.2633
Query 230: 0.5662                     At 100 docs:    0.1574
Query 231: 0.2215                     At 200 docs:    0.1021                                                             Run IRn−Mu−Pexp
Query 232: 0.0532                     At 500 docs:    0.0492
Query 233: 0.2908                     At 1000 docs:   0.0268                                                            Comparison to median by topic
Query 234: 0.0448                                                                                    +1.0
Query 235: 0.0193                   R-Precision (prec. after R
Query 236: 0.4139                   (=num_rel) docs. retrieved):
Query 237: 0.7542                       Exact:        0.2714
Query 238: 0.2099
Query 239: 0.0832
Query 240: 0.3594                                                                                    +0.5
Query 241: 0.0465
Query 242: 0.2097
Query 243: 0.1057
Query 244: 0.1974
Query 245: 0.6017
Query 246: 0.1004
Query 247: 0.5989                                                                                     0.0
Query 248: 0.3734
Query 249: 0.0263
Query 250: 0.0324
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
CEA/LIC2M, Multilingual English, Auto, TD                                                                                   Run lic2men1
Average precision                   Overall statistics                                                                    Recall−Precision Values
(individual queries):               (for 50 queries):                                                 1.0
Query 201: 0.0000                   Total number of documents
Query 202: 0.3181                   over all queries
Query 203: 0.0410                       Retrieved:    50000
Query 204: 0.0309                       Relevant:      1826                                          0.8
Query 205: 0.1282                       Rel_ret:        736
Query 206: 0.2408
Query 207: 0.0077                   Interpolated Recall -
Query 208: 0.4000                   Precision Averages:
Query 209: 0.0004                       at 0.00       0.5402
Query 210: 0.0567                       at 0.10       0.3357                                         0.6
Query 211: 0.0356                       at 0.20       0.2453
Query 212: 0.0214                       at 0.30       0.1750
Query 213: 0.0507                       at 0.40       0.1503




                                                                    Precision
Query 214: 0.0312                       at 0.50       0.0923
Query 215: 0.0655                       at 0.60       0.0597                                         0.4
Query 216: 0.1022                       at 0.70       0.0418
Query 217: 0.0073                       at 0.80       0.0216
Query 218: 0.2545                       at 0.90       0.0048
Query 219: 0.0009                       at 1.00       0.0000
Query 220: 0.0002                                                                                    0.2
Query 221: 0.1192                   Avg. prec. (non-interpolated)
Query 222: 0.0032                   for all rel. documents
Query 223: 0.1131                                     0.1281
Query 224: 0.4957                   Precision:
Query 225: 0.0000                     At    5 docs:   0.2880                                         0.0
Query 226: 0.0649                     At   10 docs:   0.2320                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 227: 0.0007                     At   15 docs:   0.2080
Query 228: 0.1943                     At   20 docs:   0.1790                                                                        Recall
Query 229: 0.1342                     At   30 docs:   0.1473
Query 230: 0.1631                     At 100 docs:    0.0792
Query 231: 0.0229                     At 200 docs:    0.0522                                                                Run lic2men1
Query 232: 0.1379                     At 500 docs:    0.0256                                                            Comparison to median by topic
Query 233: 0.3412                     At 1000 docs:   0.0147
Query 234: 0.0018                                                                                    +1.0
Query 235: 0.1095                   R-Precision (prec. after R
Query 236: 0.0296                   (=num_rel) docs. retrieved):
Query 237: 0.0799                       Exact:        0.1669
Query 238: 0.1263
Query 239: 0.0363
Query 240: 0.4750                                                                                    +0.5
Query 241: 0.0011
Query 242: 0.1083
Query 243: 0.2866
Query 244: 0.0000
Query 245: 0.5783
Query 246: 0.2185
                                                                                                      0.0
Query 247: 0.5473
Query 248: 0.0514
Query 249: 0.1707
Query 250: 0.0024
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
CEA/LIC2M, Multilingual English, Auto, TDN                                                                                  Run lic2men2
Average precision                   Overall statistics                                                                    Recall−Precision Values
(individual queries):               (for 50 queries):                                                 1.0
Query 201: 0.0000                   Total number of documents
Query 202: 0.3310                   over all queries
Query 203: 0.1258                       Retrieved:    50000
Query 204: 0.0826                       Relevant:      1826                                          0.8
Query 205: 0.1310                       Rel_ret:        777
Query 206: 0.1662
Query 207: 0.0379                   Interpolated Recall -
Query 208: 0.4000                   Precision Averages:
Query 209: 0.0004                       at 0.00       0.5338
Query 210: 0.1046                       at 0.10       0.3595                                         0.6
Query 211: 0.0366                       at 0.20       0.2483
Query 212: 0.0364                       at 0.30       0.1807
Query 213: 0.0415                       at 0.40       0.1518




                                                                    Precision
Query 214: 0.0333                       at 0.50       0.1182
Query 215: 0.0764                       at 0.60       0.0925                                         0.4
Query 216: 0.0122                       at 0.70       0.0548
Query 217: 0.0596                       at 0.80       0.0129
Query 218: 0.5056                       at 0.90       0.0061
Query 219: 0.0050                       at 1.00       0.0061
Query 220: 0.0001                                                                                    0.2
Query 221: 0.2497                   Avg. prec. (non-interpolated)
Query 222: 0.0116                   for all rel. documents
Query 223: 0.1406                                     0.1364
Query 224: 0.6217                   Precision:
Query 225: 0.0000                     At    5 docs:   0.2920                                         0.0
Query 226: 0.0132                     At   10 docs:   0.2220                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 227: 0.0008                     At   15 docs:   0.2040
Query 228: 0.1918                     At   20 docs:   0.1810                                                                        Recall
Query 229: 0.1247                     At   30 docs:   0.1640
Query 230: 0.1476                     At 100 docs:    0.0850
Query 231: 0.0229                     At 200 docs:    0.0577                                                                Run lic2men2
Query 232: 0.0741                     At 500 docs:    0.0277                                                            Comparison to median by topic
Query 233: 0.3599                     At 1000 docs:   0.0155
Query 234: 0.0023                                                                                    +1.0
Query 235: 0.1102                   R-Precision (prec. after R
Query 236: 0.0363                   (=num_rel) docs. retrieved):
Query 237: 0.2500                       Exact:        0.1683
Query 238: 0.1269
Query 239: 0.0396
Query 240: 0.6076                                                                                    +0.5
Query 241: 0.0009
Query 242: 0.0531
Query 243: 0.1723
Query 244: 0.0018
Query 245: 0.5624
Query 246: 0.2135
                                                                                                      0.0
Query 247: 0.2951
Query 248: 0.0455
Query 249: 0.1511
Query 250: 0.0073
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
CEA/LIC2M, Multilingual French, Auto, TDN                                                                                   Run lic2mfr1
Average precision                   Overall statistics                                                                    Recall−Precision Values
(individual queries):               (for 50 queries):                                                 1.0
Query 201: 0.0020                   Total number of documents
Query 202: 0.0450                   over all queries
Query 203: 0.0104                       Retrieved:    50000
Query 204: 0.0121                       Relevant:      1826                                          0.8
Query 205: 0.2232                       Rel_ret:        753
Query 206: 0.3350
Query 207: 0.0080                   Interpolated Recall -
Query 208: 0.3660                   Precision Averages:
Query 209: 0.0697                       at 0.00       0.4438
Query 210: 0.0838                       at 0.10       0.3053                                         0.6
Query 211: 0.2546                       at 0.20       0.2530
Query 212: 0.0322                       at 0.30       0.1850
Query 213: 0.2814                       at 0.40       0.1440




                                                                    Precision
Query 214: 0.0001                       at 0.50       0.0970
Query 215: 0.0457                       at 0.60       0.0734                                         0.4
Query 216: 0.0001                       at 0.70       0.0500
Query 217: 0.0541                       at 0.80       0.0237
Query 218: 0.5548                       at 0.90       0.0030
Query 219: 0.0002                       at 1.00       0.0005
Query 220: 0.0000                                                                                    0.2
Query 221: 0.1491                   Avg. prec. (non-interpolated)
Query 222: 0.0271                   for all rel. documents
Query 223: 0.0045                                     0.1261
Query 224: 0.1445                   Precision:
Query 225: 0.0049                     At    5 docs:   0.2600                                         0.0
Query 226: 0.0689                     At   10 docs:   0.2360                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 227: 0.0000                     At   15 docs:   0.2120
Query 228: 0.0320                     At   20 docs:   0.1970                                                                        Recall
Query 229: 0.0587                     At   30 docs:   0.1673
Query 230: 0.4579                     At 100 docs:    0.0872
Query 231: 0.0281                     At 200 docs:    0.0516                                                                 Run lic2mfr1
Query 232: 0.0181                     At 500 docs:    0.0261                                                            Comparison to median by topic
Query 233: 0.3226                     At 1000 docs:   0.0151
Query 234: 0.0000                                                                                    +1.0
Query 235: 0.0125                   R-Precision (prec. after R
Query 236: 0.0475                   (=num_rel) docs. retrieved):
Query 237: 0.1608                       Exact:        0.1657
Query 238: 0.1231
Query 239: 0.0245
Query 240: 0.2966                                                                                    +0.5
Query 241: 0.0056
Query 242: 0.0028
Query 243: 0.3033
Query 244: 0.0000
Query 245: 0.5394
Query 246: 0.0032
                                                                                                      0.0
Query 247: 0.6624
Query 248: 0.4099
Query 249: 0.0199
Query 250: 0.0008
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
U Amsterdam, Multilingual English, Auto, TD                                                                             Run UAmsC04EnMu3Way
Average precision                   Overall statistics
(individual queries):               (for 50 queries):
                                                                                                                            Recall−Precision Values
                                                                                                      1.0
Query 201: 0.0651                   Total number of documents
Query 202: 0.6218                   over all queries
Query 203: 0.6517                       Retrieved:    50000
Query 204: 0.5185                       Relevant:      1826
Query 205: 0.2820                       Rel_ret:       1416                                          0.8
Query 206: 0.5162
Query 207: 0.2021                   Interpolated Recall -
Query 208: 0.4544                   Precision Averages:
Query 209: 0.0467                       at 0.00       0.6937
Query 210: 0.0410                       at 0.10       0.5393                                         0.6
Query 211: 0.8738                       at 0.20       0.4859
Query 212: 0.1075                       at 0.30       0.4342
Query 213: 0.6020                       at 0.40       0.3696




                                                                    Precision
Query 214: 0.1661                       at 0.50       0.3301
Query 215: 0.0942                       at 0.60       0.2731                                         0.4
Query 216: 0.1245                       at 0.70       0.2391
Query 217: 0.4342                       at 0.80       0.2004
Query 218: 0.8479                       at 0.90       0.1362
Query 219: 0.0074                       at 1.00       0.0553
Query 220: 0.0296                                                                                    0.2
Query 221: 0.6058                   Avg. prec. (non-interpolated)
Query 222: 0.0110                   for all rel. documents
Query 223: 0.0809                                     0.3258
Query 224: 0.6264                   Precision:
Query 225: 0.0886                     At    5 docs:   0.4680                                         0.0
Query 226: 0.0482                     At   10 docs:   0.4200                                           0.0        0.2         0.4              0.6        0.8   1.0
Query 227: 0.5000                     At   15 docs:   0.3933
Query 228: 0.3613                     At   20 docs:   0.3660                                                                          Recall
Query 229: 0.2795                     At   30 docs:   0.3147
Query 230: 0.6353                     At 100 docs:    0.1878
Query 231: 0.4086                     At 200 docs:    0.1163                                                            Run UAmsC04EnMu3Way
Query 232: 0.1375                     At 500 docs:    0.0534
Query 233: 0.5002                     At 1000 docs:   0.0283                                                              Comparison to median by topic
Query 234: 0.0812                                                                                    +1.0
Query 235: 0.1428                   R-Precision (prec. after R
Query 236: 0.3780                   (=num_rel) docs. retrieved):
Query 237: 0.7234                       Exact:        0.3393
Query 238: 0.3056
Query 239: 0.0848
Query 240: 0.8413                                                                                    +0.5
Query 241: 0.0519
Query 242: 0.1627
Query 243: 0.2618
Query 244: 0.0680
Query 245: 0.7549
Query 246: 0.1113
Query 247: 0.8763                                                                                     0.0
Query 248: 0.4066
Query 249: 0.0180
Query 250: 0.0516
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210        220               230        240   250

                                                                                                                                    Topic number
U Amsterdam, Multilingual English, Auto, TD                                                                             Run UAmsC04EnMu4Gr
Average precision                   Overall statistics                                                                     Recall−Precision Values
(individual queries):               (for 50 queries):                                                 1.0
Query 201: 0.0360                   Total number of documents
Query 202: 0.4819                   over all queries
Query 203: 0.1550                       Retrieved:    50000
Query 204: 0.5441                       Relevant:      1826
Query 205: 0.3402                       Rel_ret:       1185
                                                                                                     0.8
Query 206: 0.3705
Query 207: 0.1770                   Interpolated Recall -
Query 208: 0.2503                   Precision Averages:
Query 209: 0.0113                       at 0.00       0.5689
Query 210: 0.0653                       at 0.10       0.4264                                         0.6
Query 211: 0.8440                       at 0.20       0.3527
Query 212: 0.0476                       at 0.30       0.3085
Query 213: 0.0381                       at 0.40       0.2646




                                                                    Precision
Query 214: 0.2349                       at 0.50       0.2334
Query 215: 0.3023                       at 0.60       0.1953                                         0.4
Query 216: 0.0274                       at 0.70       0.1715
Query 217: 0.0188                       at 0.80       0.1401
Query 218: 0.8501                       at 0.90       0.0769
Query 219: 0.0035                       at 1.00       0.0260
Query 220: 0.0180                                                                                    0.2
Query 221: 0.3463                   Avg. prec. (non-interpolated)
Query 222: 0.0108                   for all rel. documents
Query 223: 0.0539                                     0.2333
Query 224: 0.3288                   Precision:
Query 225: 0.0415                     At    5 docs:   0.3400                                         0.0
Query 226: 0.0029                     At   10 docs:   0.3340                                           0.0        0.2        0.4              0.6        0.8   1.0
Query 227: 0.0417                     At   15 docs:   0.3040
Query 228: 0.2660                     At   20 docs:   0.2820                                                                         Recall
Query 229: 0.1035                     At   30 docs:   0.2533
Query 230: 0.6053                     At 100 docs:    0.1468
Query 231: 0.4305                     At 200 docs:    0.0916                                                            Run UAmsC04EnMu4Gr
Query 232: 0.0709                     At 500 docs:    0.0435                                                             Comparison to median by topic
Query 233: 0.3751                     At 1000 docs:   0.0237
Query 234: 0.0065                                                                                    +1.0
Query 235: 0.0028                   R-Precision (prec. after R
Query 236: 0.3449                   (=num_rel) docs. retrieved):
Query 237: 0.6050                       Exact:        0.2462
Query 238: 0.2615
Query 239: 0.0768
Query 240: 0.3645                                                                                    +0.5
Query 241: 0.0366
Query 242: 0.1622
Query 243: 0.2529
Query 244: 0.0201
Query 245: 0.7038
Query 246: 0.0809
Query 247: 0.7825
                                                                                                      0.0
Query 248: 0.4534
Query 249: 0.0153
Query 250: 0.0043
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210       220               230        240   250

                                                                                                                                   Topic number
U Amsterdam, Multilingual English, Auto, TD                                                                             Run UAmsC04EnMuAll
Average precision                   Overall statistics                                                                     Recall−Precision Values
(individual queries):               (for 50 queries):                                                 1.0
Query 201: 0.0549                   Total number of documents
Query 202: 0.6291                   over all queries
Query 203: 0.6831                       Retrieved:    50000
Query 204: 0.5587                       Relevant:      1826
Query 205: 0.4317                       Rel_ret:       1395
                                                                                                     0.8
Query 206: 0.5103
Query 207: 0.2129                   Interpolated Recall -
Query 208: 0.6073                   Precision Averages:
Query 209: 0.0351                       at 0.00       0.7025
Query 210: 0.0585                       at 0.10       0.5676                                         0.6
Query 211: 0.8954                       at 0.20       0.5130
Query 212: 0.0965                       at 0.30       0.4569
Query 213: 0.6079                       at 0.40       0.3923




                                                                    Precision
Query 214: 0.1869                       at 0.50       0.3596
Query 215: 0.1657                       at 0.60       0.2879                                         0.4
Query 216: 0.0907                       at 0.70       0.2503
Query 217: 0.4131                       at 0.80       0.2097
Query 218: 0.8872                       at 0.90       0.1428
Query 219: 0.0083                       at 1.00       0.0539
Query 220: 0.0341                                                                                    0.2
Query 221: 0.5475                   Avg. prec. (non-interpolated)
Query 222: 0.0073                   for all rel. documents
Query 223: 0.0805                                     0.3427
Query 224: 0.6831                   Precision:
Query 225: 0.1759                     At    5 docs:   0.4800                                         0.0
Query 226: 0.0253                     At   10 docs:   0.4420                                           0.0        0.2        0.4              0.6        0.8   1.0
Query 227: 0.5000                     At   15 docs:   0.4053
Query 228: 0.3522                     At   20 docs:   0.3780                                                                         Recall
Query 229: 0.2800                     At   30 docs:   0.3273
Query 230: 0.6589                     At 100 docs:    0.1864
Query 231: 0.4851                     At 200 docs:    0.1179                                                            Run UAmsC04EnMuAll
Query 232: 0.1205                     At 500 docs:    0.0529                                                             Comparison to median by topic
Query 233: 0.4832                     At 1000 docs:   0.0279
Query 234: 0.1492                                                                                    +1.0
Query 235: 0.0720                   R-Precision (prec. after R
Query 236: 0.4365                   (=num_rel) docs. retrieved):
Query 237: 0.7519                       Exact:        0.3538
Query 238: 0.3500
Query 239: 0.0840
Query 240: 0.7763                                                                                    +0.5
Query 241: 0.0487
Query 242: 0.1786
Query 243: 0.2740
Query 244: 0.0839
Query 245: 0.7400
Query 246: 0.1529
Query 247: 0.9472
                                                                                                      0.0
Query 248: 0.4573
Query 249: 0.0185
Query 250: 0.0452
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210       220               230        240   250

                                                                                                                                   Topic number
U Amsterdam, Multilingual English, Auto, TD                                                                             Run UAmsC04EnMuAll2
Average precision                   Overall statistics                                                                      Recall−Precision Values
(individual queries):               (for 50 queries):                                                 1.0
Query 201: 0.0250                   Total number of documents
Query 202: 0.6224                   over all queries
Query 203: 0.5160                       Retrieved:    50000
Query 204: 0.4673                       Relevant:      1826
Query 205: 0.4110                       Rel_ret:       1350
                                                                                                     0.8
Query 206: 0.2436
Query 207: 0.1978                   Interpolated Recall -
Query 208: 0.5003                   Precision Averages:
Query 209: 0.0250                       at 0.00       0.5548
Query 210: 0.0753                       at 0.10       0.4453                                         0.6
Query 211: 0.8307                       at 0.20       0.3739
Query 212: 0.0639                       at 0.30       0.3359
Query 213: 0.3720                       at 0.40       0.2869




                                                                    Precision
Query 214: 0.1990                       at 0.50       0.2635
Query 215: 0.1354                       at 0.60       0.2122                                         0.4
Query 216: 0.0298                       at 0.70       0.1922
Query 217: 0.2310                       at 0.80       0.1599
Query 218: 0.8369                       at 0.90       0.1007
Query 219: 0.0025                       at 1.00       0.0334
Query 220: 0.0395                                                                                    0.2
Query 221: 0.2836                   Avg. prec. (non-interpolated)
Query 222: 0.0019                   for all rel. documents
Query 223: 0.0353                                     0.2520
Query 224: 0.1843                   Precision:
Query 225: 0.0636                     At    5 docs:   0.3160                                         0.0
Query 226: 0.0043                     At   10 docs:   0.3040                                           0.0        0.2         0.4              0.6        0.8   1.0
Query 227: 0.5000                     At   15 docs:   0.2840
Query 228: 0.2191                     At   20 docs:   0.2840                                                                          Recall
Query 229: 0.1304                     At   30 docs:   0.2567
Query 230: 0.5234                     At 100 docs:    0.1634
Query 231: 0.3274                     At 200 docs:    0.1048                                                            Run UAmsC04EnMuAll2
Query 232: 0.0832                     At 500 docs:    0.0498                                                              Comparison to median by topic
Query 233: 0.2942                     At 1000 docs:   0.0270
Query 234: 0.0263                                                                                    +1.0
Query 235: 0.0424                   R-Precision (prec. after R
Query 236: 0.3621                   (=num_rel) docs. retrieved):
Query 237: 0.7398                       Exact:        0.2762
Query 238: 0.2077
Query 239: 0.0444
Query 240: 0.6562                                                                                    +0.5
Query 241: 0.0512
Query 242: 0.0892
Query 243: 0.2271
Query 244: 0.1190
Query 245: 0.6621
Query 246: 0.0478
Query 247: 0.5125
                                                                                                      0.0
Query 248: 0.2971
Query 249: 0.0091
Query 250: 0.0302
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210        220               230        240   250

                                                                                                                                    Topic number
U Amsterdam, Multilingual English, Auto, TD                                                                             Run UAmsC04EnMuWSLM
Average precision                   Overall statistics                                                                      Recall−Precision Values
(individual queries):               (for 50 queries):                                                 1.0
Query 201: 0.0386                   Total number of documents
Query 202: 0.5950                   over all queries
Query 203: 0.3541                       Retrieved:    50000
Query 204: 0.3741                       Relevant:      1826
Query 205: 0.4677                       Rel_ret:       1375
                                                                                                     0.8
Query 206: 0.3442
Query 207: 0.1623                   Interpolated Recall -
Query 208: 0.7566                   Precision Averages:
Query 209: 0.0165                       at 0.00       0.7673
Query 210: 0.2285                       at 0.10       0.5527                                         0.6
Query 211: 0.8164                       at 0.20       0.4214
Query 212: 0.1267                       at 0.30       0.3623
Query 213: 0.5384                       at 0.40       0.3303




                                                                    Precision
Query 214: 0.1018                       at 0.50       0.3012
Query 215: 0.0935                       at 0.60       0.2589                                         0.4
Query 216: 0.2333                       at 0.70       0.2281
Query 217: 0.5421                       at 0.80       0.1894
Query 218: 0.7430                       at 0.90       0.1231
Query 219: 0.1865                       at 1.00       0.0480
Query 220: 0.0403                                                                                    0.2
Query 221: 0.2515                   Avg. prec. (non-interpolated)
Query 222: 0.0013                   for all rel. documents
Query 223: 0.0539                                     0.3040
Query 224: 0.7167                   Precision:
Query 225: 0.2965                     At    5 docs:   0.4440                                         0.0
Query 226: 0.0498                     At   10 docs:   0.4060                                           0.0        0.2         0.4              0.6        0.8   1.0
Query 227: 0.0179                     At   15 docs:   0.3627
Query 228: 0.1586                     At   20 docs:   0.3270                                                                          Recall
Query 229: 0.1156                     At   30 docs:   0.2887
Query 230: 0.5307                     At 100 docs:    0.1728
Query 231: 0.4036                     At 200 docs:    0.1081                                                            Run UAmsC04EnMuWSLM
Query 232: 0.0794                     At 500 docs:    0.0502                                                              Comparison to median by topic
Query 233: 0.3292                     At 1000 docs:   0.0275
Query 234: 0.1813                                                                                    +1.0
Query 235: 0.0814                   R-Precision (prec. after R
Query 236: 0.3331                   (=num_rel) docs. retrieved):
Query 237: 0.8127                       Exact:        0.3325
Query 238: 0.2410
Query 239: 0.0738
Query 240: 0.8905                                                                                    +0.5
Query 241: 0.1011
Query 242: 0.2339
Query 243: 0.3097
Query 244: 0.2020
Query 245: 0.5567
Query 246: 0.1490
Query 247: 0.9620
                                                                                                      0.0
Query 248: 0.1655
Query 249: 0.0244
Query 250: 0.1192
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210        220               230        240   250

                                                                                                                                    Topic number
SUNY Buffalo, Multilingual English, Auto, TD                                                                               Run UBmult01
Average precision                   Overall statistics                                                                    Recall−Precision Values
(individual queries):               (for 50 queries):                                                 1.0
Query 201: 0.0009                   Total number of documents
Query 202: 0.4502                   over all queries
Query 203: 0.0001                       Retrieved:    50000
Query 204: 0.6187                       Relevant:      1826
Query 205: 0.3978                       Rel_ret:       1092
                                                                                                     0.8
Query 206: 0.2048
Query 207: 0.0553                   Interpolated Recall -
Query 208: 0.0409                   Precision Averages:
Query 209: 0.0007                       at 0.00       0.4635
Query 210: 0.0142                       at 0.10       0.3245                                         0.6
Query 211: 0.7026                       at 0.20       0.2627
Query 212: 0.0259                       at 0.30       0.2094
Query 213: 0.4634                       at 0.40       0.1908




                                                                    Precision
Query 214: 0.1472                       at 0.50       0.1674
Query 215: 0.1321                       at 0.60       0.1392                                         0.4
Query 216: 0.2628                       at 0.70       0.1186
Query 217: 0.1239                       at 0.80       0.0930
Query 218: 0.8202                       at 0.90       0.0548
Query 219: 0.0107                       at 1.00       0.0189
Query 220: 0.0105                                                                                    0.2
Query 221: 0.0613                   Avg. prec. (non-interpolated)
Query 222: 0.0037                   for all rel. documents
Query 223: 0.0862                                     0.1709
Query 224: 0.0534                   Precision:
Query 225: 0.0535                     At    5 docs:   0.2320                                         0.0
Query 226: 0.0302                     At   10 docs:   0.2360                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 227: 0.0000                     At   15 docs:   0.2280
Query 228: 0.0269                     At   20 docs:   0.2210                                                                        Recall
Query 229: 0.0074                     At   30 docs:   0.1987
Query 230: 0.5837                     At 100 docs:    0.1218
Query 231: 0.0472                     At 200 docs:    0.0783                                                               Run UBmult01
Query 232: 0.0446                     At 500 docs:    0.0390                                                            Comparison to median by topic
Query 233: 0.2444                     At 1000 docs:   0.0218
Query 234: 0.0164                                                                                    +1.0
Query 235: 0.0319                   R-Precision (prec. after R
Query 236: 0.7050                   (=num_rel) docs. retrieved):
Query 237: 0.0863                       Exact:        0.2003
Query 238: 0.2001
Query 239: 0.0052
Query 240: 0.4264                                                                                    +0.5
Query 241: 0.0013
Query 242: 0.0989
Query 243: 0.1319
Query 244: 0.0000
Query 245: 0.6956
Query 246: 0.2087
Query 247: 0.1189
                                                                                                      0.0
Query 248: 0.0654
Query 249: 0.0066
Query 250: 0.0213
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
SUNY Buffalo, Multilingual English, Auto, TD                                                                               Run UBmult02
Average precision                   Overall statistics                                                                    Recall−Precision Values
(individual queries):               (for 50 queries):                                                 1.0
Query 201: 0.0235                   Total number of documents
Query 202: 0.5203                   over all queries
Query 203: 0.0000                       Retrieved:    50000
Query 204: 0.4570                       Relevant:      1826
Query 205: 0.2561                       Rel_ret:       1135
                                                                                                     0.8
Query 206: 0.0837
Query 207: 0.1372                   Interpolated Recall -
Query 208: 0.0439                   Precision Averages:
Query 209: 0.0032                       at 0.00       0.4771
Query 210: 0.0150                       at 0.10       0.3102                                         0.6
Query 211: 0.3776                       at 0.20       0.2306
Query 212: 0.0570                       at 0.30       0.1861
Query 213: 0.4267                       at 0.40       0.1583




                                                                    Precision
Query 214: 0.0825                       at 0.50       0.1312
Query 215: 0.1152                       at 0.60       0.0981                                         0.4
Query 216: 0.2036                       at 0.70       0.0816
Query 217: 0.0970                       at 0.80       0.0626
Query 218: 0.4522                       at 0.90       0.0365
Query 219: 0.0109                       at 1.00       0.0122
Query 220: 0.0104                                                                                    0.2
Query 221: 0.0539                   Avg. prec. (non-interpolated)
Query 222: 0.0062                   for all rel. documents
Query 223: 0.0284                                     0.1453
Query 224: 0.2111                   Precision:
Query 225: 0.1408                     At    5 docs:   0.2800                                         0.0
Query 226: 0.0699                     At   10 docs:   0.2400                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 227: 0.0000                     At   15 docs:   0.2227
Query 228: 0.0737                     At   20 docs:   0.2080                                                                        Recall
Query 229: 0.0890                     At   30 docs:   0.1920
Query 230: 0.2846                     At 100 docs:    0.1126
Query 231: 0.0505                     At 200 docs:    0.0773                                                               Run UBmult02
Query 232: 0.0647                     At 500 docs:    0.0403                                                            Comparison to median by topic
Query 233: 0.1975                     At 1000 docs:   0.0227
Query 234: 0.1374                                                                                    +1.0
Query 235: 0.0209                   R-Precision (prec. after R
Query 236: 0.5295                   (=num_rel) docs. retrieved):
Query 237: 0.0822                       Exact:        0.1884
Query 238: 0.2501
Query 239: 0.0251
Query 240: 0.4224                                                                                    +0.5
Query 241: 0.0006
Query 242: 0.1242
Query 243: 0.2100
Query 244: 0.0000
Query 245: 0.5611
Query 246: 0.0748
Query 247: 0.0888
                                                                                                      0.0
Query 248: 0.0707
Query 249: 0.0086
Query 250: 0.0174
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
SUNY Buffalo, Multilingual English, Auto, TD                                                                              Run UBmulti03
Average precision                   Overall statistics                                                                    Recall−Precision Values
(individual queries):               (for 50 queries):                                                 1.0
Query 201: 0.1083                   Total number of documents
Query 202: 0.5239                   over all queries
Query 203: 0.2554                       Retrieved:    50000
Query 204: 0.4787                       Relevant:      1826
Query 205: 0.5209                       Rel_ret:       1463
                                                                                                     0.8
Query 206: 0.2514
Query 207: 0.1734                   Interpolated Recall -
Query 208: 0.6023                   Precision Averages:
Query 209: 0.1676                       at 0.00       0.7095
Query 210: 0.0678                       at 0.10       0.5358                                         0.6
Query 211: 0.5157                       at 0.20       0.4385
Query 212: 0.1865                       at 0.30       0.3554
Query 213: 0.3894                       at 0.40       0.2990




                                                                    Precision
Query 214: 0.0708                       at 0.50       0.2553
Query 215: 0.0265                       at 0.60       0.2093                                         0.4
Query 216: 0.2620                       at 0.70       0.1617
Query 217: 0.3280                       at 0.80       0.1246
Query 218: 0.5660                       at 0.90       0.0983
Query 219: 0.1872                       at 1.00       0.0324
Query 220: 0.0194                                                                                    0.2
Query 221: 0.2078                   Avg. prec. (non-interpolated)
Query 222: 0.0256                   for all rel. documents
Query 223: 0.1392                                     0.2748
Query 224: 0.4235                   Precision:
Query 225: 0.2704                     At    5 docs:   0.4360                                         0.0
Query 226: 0.2861                     At   10 docs:   0.3720                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 227: 0.0833                     At   15 docs:   0.3493
Query 228: 0.0789                     At   20 docs:   0.3160                                                                        Recall
Query 229: 0.1203                     At   30 docs:   0.2733
Query 230: 0.4966                     At 100 docs:    0.1604
Query 231: 0.3270                     At 200 docs:    0.1065                                                               Run UBmulti03
Query 232: 0.0440                     At 500 docs:    0.0538                                                            Comparison to median by topic
Query 233: 0.4259                     At 1000 docs:   0.0293
Query 234: 0.1854                                                                                    +1.0
Query 235: 0.2306                   R-Precision (prec. after R
Query 236: 0.5908                   (=num_rel) docs. retrieved):
Query 237: 0.5448                       Exact:        0.2817
Query 238: 0.2171
Query 239: 0.0880
Query 240: 0.4863                                                                                    +0.5
Query 241: 0.0062
Query 242: 0.3729
Query 243: 0.2786
Query 244: 0.3900
Query 245: 0.6019
Query 246: 0.2794
Query 247: 0.4323
                                                                                                      0.0
Query 248: 0.3798
Query 249: 0.0074
Query 250: 0.0171
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
U Chicago, Multilingual English, Auto, T                                                                                Run UCEMULdecT3
Average precision                   Overall statistics                                                                    Recall−Precision Values
(individual queries):               (for 50 queries):                                                 1.0
Query 201: 0.1028                   Total number of documents
Query 202: 0.4060                   over all queries
Query 203: 0.0156                       Retrieved:    50000
Query 204: 0.2997                       Relevant:      1826
Query 205: 0.2304                       Rel_ret:       1142
                                                                                                     0.8
Query 206: 0.1653
Query 207: 0.0798                   Interpolated Recall -
Query 208: 0.0877                   Precision Averages:
Query 209: 0.0710                       at 0.00       0.5437
Query 210: 0.0220                       at 0.10       0.3378                                         0.6
Query 211: 0.4354                       at 0.20       0.2748
Query 212: 0.2934                       at 0.30       0.2026
Query 213: 0.1407                       at 0.40       0.1680




                                                                    Precision
Query 214: 0.0384                       at 0.50       0.1387
Query 215: 0.0070                       at 0.60       0.1034                                         0.4
Query 216: 0.0584                       at 0.70       0.0762
Query 217: 0.0813                       at 0.80       0.0441
Query 218: 0.4153                       at 0.90       0.0117
Query 219: 0.0087                       at 1.00       0.0006
Query 220: 0.0000                                                                                    0.2
Query 221: 0.2553                   Avg. prec. (non-interpolated)
Query 222: 0.0070                   for all rel. documents
Query 223: 0.0192                                     0.1545
Query 224: 0.4157                   Precision:
Query 225: 0.1329                     At    5 docs:   0.2920                                         0.0
Query 226: 0.0042                     At   10 docs:   0.2480                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 227: 0.0086                     At   15 docs:   0.2307
Query 228: 0.0000                     At   20 docs:   0.2260                                                                        Recall
Query 229: 0.0587                     At   30 docs:   0.2013
Query 230: 0.3056                     At 100 docs:    0.1222
Query 231: 0.2010                     At 200 docs:    0.0806                                                            Run UCEMULdecT3
Query 232: 0.1299                     At 500 docs:    0.0408                                                            Comparison to median by topic
Query 233: 0.2513                     At 1000 docs:   0.0228
Query 234: 0.1108                                                                                    +1.0
Query 235: 0.1769                   R-Precision (prec. after R
Query 236: 0.3246                   (=num_rel) docs. retrieved):
Query 237: 0.4429                       Exact:        0.1916
Query 238: 0.2885
Query 239: 0.0080
Query 240: 0.3150                                                                                    +0.5
Query 241: 0.0178
Query 242: 0.2583
Query 243: 0.0141
Query 244: 0.0259
Query 245: 0.3916
Query 246: 0.2410
Query 247: 0.2089
                                                                                                      0.0
Query 248: 0.1515
Query 249: 0.0011
Query 250: 0.0001
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
U Chicago, Multilingual English, Auto, T                                                                                Run UCEMULlppT4
Average precision                   Overall statistics
(individual queries):               (for 50 queries):                                                                     Recall−Precision Values
                                                                                                      1.0
Query 201: 0.0913                   Total number of documents
Query 202: 0.3811                   over all queries
Query 203: 0.0018                       Retrieved:    50000
Query 204: 0.1831                       Relevant:      1826
Query 205: 0.1750                       Rel_ret:       1022                                          0.8
Query 206: 0.1669
Query 207: 0.0751                   Interpolated Recall -
Query 208: 0.1153                   Precision Averages:
Query 209: 0.0638                       at 0.00       0.5264
Query 210: 0.0093                       at 0.10       0.2954                                         0.6
Query 211: 0.3385                       at 0.20       0.2231
Query 212: 0.1778                       at 0.30       0.1655
Query 213: 0.0838                       at 0.40       0.1418




                                                                    Precision
Query 214: 0.0395                       at 0.50       0.1151
Query 215: 0.0069                       at 0.60       0.0866                                         0.4
Query 216: 0.0375                       at 0.70       0.0632
Query 217: 0.0703                       at 0.80       0.0388
Query 218: 0.3873                       at 0.90       0.0115
Query 219: 0.0031                       at 1.00       0.0006
Query 220: 0.0000                                                                                    0.2
Query 221: 0.1491                   Avg. prec. (non-interpolated)
Query 222: 0.0091                   for all rel. documents
Query 223: 0.0260                                     0.1307
Query 224: 0.4754                   Precision:
Query 225: 0.0715                     At    5 docs:   0.2640                                         0.0
Query 226: 0.0053                     At   10 docs:   0.2180                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 227: 0.0007                     At   15 docs:   0.2040
Query 228: 0.0000                     At   20 docs:   0.1890                                                                        Recall
Query 229: 0.0611                     At   30 docs:   0.1727
Query 230: 0.2031                     At 100 docs:    0.1088
Query 231: 0.1450                     At 200 docs:    0.0717                                                            Run UCEMULlppT4
Query 232: 0.1423                     At 500 docs:    0.0364
Query 233: 0.1885                     At 1000 docs:   0.0204                                                            Comparison to median by topic
Query 234: 0.0609                                                                                    +1.0
Query 235: 0.1140                   R-Precision (prec. after R
Query 236: 0.3113                   (=num_rel) docs. retrieved):
Query 237: 0.2913                       Exact:        0.1753
Query 238: 0.2511
Query 239: 0.0076
Query 240: 0.3318                                                                                    +0.5
Query 241: 0.0002
Query 242: 0.2404
Query 243: 0.0137
Query 244: 0.0007
Query 245: 0.4359
Query 246: 0.2240
Query 247: 0.2108                                                                                     0.0
Query 248: 0.1569
Query 249: 0.0013
Query 250: 0.0001
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
U Chicago, Multilingual English, Auto, T                                                                                 Run UCEMULT2
Average precision                   Overall statistics                                                                    Recall−Precision Values
(individual queries):               (for 50 queries):                                                 1.0
Query 201: 0.0908                   Total number of documents
Query 202: 0.3821                   over all queries
Query 203: 0.0098                       Retrieved:    50000
Query 204: 0.1831                       Relevant:      1826
Query 205: 0.1750                       Rel_ret:       1086
                                                                                                     0.8
Query 206: 0.1669
Query 207: 0.0838                   Interpolated Recall -
Query 208: 0.1153                   Precision Averages:
Query 209: 0.0744                       at 0.00       0.5442
Query 210: 0.0211                       at 0.10       0.3268                                         0.6
Query 211: 0.3812                       at 0.20       0.2511
Query 212: 0.2536                       at 0.30       0.1793
Query 213: 0.1256                       at 0.40       0.1536




                                                                    Precision
Query 214: 0.0400                       at 0.50       0.1236
Query 215: 0.0069                       at 0.60       0.0971                                         0.4
Query 216: 0.0408                       at 0.70       0.0774
Query 217: 0.0703                       at 0.80       0.0477
Query 218: 0.3932                       at 0.90       0.0151
Query 219: 0.0031                       at 1.00       0.0006
Query 220: 0.0000                                                                                    0.2
Query 221: 0.1980                   Avg. prec. (non-interpolated)
Query 222: 0.0091                   for all rel. documents
Query 223: 0.0260                                     0.1464
Query 224: 0.4989                   Precision:
Query 225: 0.0761                     At    5 docs:   0.2880                                         0.0
Query 226: 0.0053                     At   10 docs:   0.2440                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 227: 0.0094                     At   15 docs:   0.2267
Query 228: 0.0000                     At   20 docs:   0.2110                                                                        Recall
Query 229: 0.0611                     At   30 docs:   0.1913
Query 230: 0.3109                     At 100 docs:    0.1178
Query 231: 0.2123                     At 200 docs:    0.0774                                                             Run UCEMULT2
Query 232: 0.1483                     At 500 docs:    0.0390                                                            Comparison to median by topic
Query 233: 0.2478                     At 1000 docs:   0.0217
Query 234: 0.0617                                                                                    +1.0
Query 235: 0.1171                   R-Precision (prec. after R
Query 236: 0.3113                   (=num_rel) docs. retrieved):
Query 237: 0.4111                       Exact:        0.1860
Query 238: 0.3021
Query 239: 0.0096
Query 240: 0.3318                                                                                    +0.5
Query 241: 0.0212
Query 242: 0.2510
Query 243: 0.0137
Query 244: 0.0270
Query 245: 0.4491
Query 246: 0.2240
Query 247: 0.2108
                                                                                                      0.0
Query 248: 0.1569
Query 249: 0.0013
Query 250: 0.0001
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
U Chicago, Multilingual English, Auto, TD                                                                               Run UCEMULTD1
Average precision                   Overall statistics                                                                    Recall−Precision Values
(individual queries):               (for 50 queries):                                                 1.0
Query 201: 0.1184                   Total number of documents
Query 202: 0.4363                   over all queries
Query 203: 0.0239                       Retrieved:    50000
Query 204: 0.1460                       Relevant:      1826
Query 205: 0.2035                       Rel_ret:       1103
                                                                                                     0.8
Query 206: 0.1706
Query 207: 0.0814                   Interpolated Recall -
Query 208: 0.2144                   Precision Averages:
Query 209: 0.0707                       at 0.00       0.5886
Query 210: 0.0207                       at 0.10       0.3813                                         0.6
Query 211: 0.3888                       at 0.20       0.2679
Query 212: 0.0925                       at 0.30       0.2064
Query 213: 0.1047                       at 0.40       0.1657




                                                                    Precision
Query 214: 0.1268                       at 0.50       0.1350
Query 215: 0.0043                       at 0.60       0.1064                                         0.4
Query 216: 0.0604                       at 0.70       0.0829
Query 217: 0.1062                       at 0.80       0.0554
Query 218: 0.3594                       at 0.90       0.0157
Query 219: 0.0096                       at 1.00       0.0013
Query 220: 0.0000                                                                                    0.2
Query 221: 0.2667                   Avg. prec. (non-interpolated)
Query 222: 0.0118                   for all rel. documents
Query 223: 0.0139                                     0.1628
Query 224: 0.5565                   Precision:
Query 225: 0.0905                     At    5 docs:   0.3080                                         0.0
Query 226: 0.0004                     At   10 docs:   0.2520                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 227: 0.0556                     At   15 docs:   0.2400
Query 228: 0.0000                     At   20 docs:   0.2180                                                                        Recall
Query 229: 0.1170                     At   30 docs:   0.1947
Query 230: 0.2702                     At 100 docs:    0.1204
Query 231: 0.3988                     At 200 docs:    0.0800                                                            Run UCEMULTD1
Query 232: 0.1786                     At 500 docs:    0.0399                                                            Comparison to median by topic
Query 233: 0.2515                     At 1000 docs:   0.0221
Query 234: 0.0473                                                                                    +1.0
Query 235: 0.1477                   R-Precision (prec. after R
Query 236: 0.2844                   (=num_rel) docs. retrieved):
Query 237: 0.4064                       Exact:        0.2001
Query 238: 0.3686
Query 239: 0.0225
Query 240: 0.3705                                                                                    +0.5
Query 241: 0.0234
Query 242: 0.0641
Query 243: 0.0315
Query 244: 0.1716
Query 245: 0.4619
Query 246: 0.2501
Query 247: 0.3598
                                                                                                      0.0
Query 248: 0.1631
Query 249: 0.0132
Query 250: 0.0044
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
U Hildesheim, Multilingual English, Auto, TD                                                                                Run UHImlt1
Average precision                   Overall statistics                                                                    Recall−Precision Values
(individual queries):               (for 50 queries):                                                 1.0
Query 201: 0.0356                   Total number of documents
Query 202: 0.4700                   over all queries
Query 203: 0.5531                       Retrieved:    50000
Query 204: 0.3975                       Relevant:      1826
Query 205: 0.1867                       Rel_ret:       1031
                                                                                                     0.8
Query 206: 0.1973
Query 207: 0.0954                   Interpolated Recall -
Query 208: 0.1589                   Precision Averages:
Query 209: 0.0013                       at 0.00       0.5503
Query 210: 0.1294                       at 0.10       0.3603                                         0.6
Query 211: 0.7103                       at 0.20       0.3170
Query 212: 0.0290                       at 0.30       0.2801
Query 213: 0.3307                       at 0.40       0.2525




                                                                    Precision
Query 214: 0.0071                       at 0.50       0.2201
Query 215: 0.0435                       at 0.60       0.1534                                         0.4
Query 216: 0.0010                       at 0.70       0.1157
Query 217: 0.0097                       at 0.80       0.0739
Query 218: 0.6347                       at 0.90       0.0339
Query 219: 0.0004                       at 1.00       0.0036
Query 220: 0.0008                                                                                    0.2
Query 221: 0.4649                   Avg. prec. (non-interpolated)
Query 222: 0.0193                   for all rel. documents
Query 223: 0.0057                                     0.1974
Query 224: 0.1194                   Precision:
Query 225: 0.0136                     At    5 docs:   0.3360                                         0.0
Query 226: 0.0219                     At   10 docs:   0.3040                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 227: 0.0312                     At   15 docs:   0.2760
Query 228: 0.0013                     At   20 docs:   0.2600                                                                        Recall
Query 229: 0.1439                     At   30 docs:   0.2253
Query 230: 0.5822                     At 100 docs:    0.1260
Query 231: 0.3632                     At 200 docs:    0.0782                                                                Run UHImlt1
Query 232: 0.0207                     At 500 docs:    0.0370                                                            Comparison to median by topic
Query 233: 0.2105                     At 1000 docs:   0.0206
Query 234: 0.0302                                                                                    +1.0
Query 235: 0.0735                   R-Precision (prec. after R
Query 236: 0.7007                   (=num_rel) docs. retrieved):
Query 237: 0.4162                       Exact:        0.2300
Query 238: 0.2105
Query 239: 0.0272
Query 240: 0.5887                                                                                    +0.5
Query 241: 0.0163
Query 242: 0.0661
Query 243: 0.0722
Query 244: 0.3333
Query 245: 0.4739
Query 246: 0.0189
Query 247: 0.3438
                                                                                                      0.0
Query 248: 0.5044
Query 249: 0.0057
Query 250: 0.0000
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
U Hildesheim, Multilingual English, Auto, TD                                                                                Run UHImlt2
Average precision                   Overall statistics                                                                    Recall−Precision Values
(individual queries):               (for 50 queries):                                                 1.0
Query 201: 0.0214                   Total number of documents
Query 202: 0.4334                   over all queries
Query 203: 0.4682                       Retrieved:    50000
Query 204: 0.4693                       Relevant:      1826
Query 205: 0.1553                       Rel_ret:        973
                                                                                                     0.8
Query 206: 0.1681
Query 207: 0.0748                   Interpolated Recall -
Query 208: 0.0740                   Precision Averages:
Query 209: 0.0023                       at 0.00       0.5521
Query 210: 0.1691                       at 0.10       0.3538                                         0.6
Query 211: 0.6178                       at 0.20       0.2990
Query 212: 0.0387                       at 0.30       0.2615
Query 213: 0.3026                       at 0.40       0.2368




                                                                    Precision
Query 214: 0.0043                       at 0.50       0.2085
Query 215: 0.0216                       at 0.60       0.1377                                         0.4
Query 216: 0.0005                       at 0.70       0.0855
Query 217: 0.0020                       at 0.80       0.0620
Query 218: 0.6689                       at 0.90       0.0187
Query 219: 0.0001                       at 1.00       0.0004
Query 220: 0.0009                                                                                    0.2
Query 221: 0.3834                   Avg. prec. (non-interpolated)
Query 222: 0.0142                   for all rel. documents
Query 223: 0.0035                                     0.1849
Query 224: 0.0643                   Precision:
Query 225: 0.0009                     At    5 docs:   0.3280                                         0.0
Query 226: 0.0511                     At   10 docs:   0.2840                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 227: 0.0082                     At   15 docs:   0.2613
Query 228: 0.0016                     At   20 docs:   0.2370                                                                        Recall
Query 229: 0.1409                     At   30 docs:   0.2053
Query 230: 0.5320                     At 100 docs:    0.1174
Query 231: 0.1553                     At 200 docs:    0.0728                                                                Run UHImlt2
Query 232: 0.0272                     At 500 docs:    0.0346                                                            Comparison to median by topic
Query 233: 0.1679                     At 1000 docs:   0.0195
Query 234: 0.0213                                                                                    +1.0
Query 235: 0.0501                   R-Precision (prec. after R
Query 236: 0.7600                   (=num_rel) docs. retrieved):
Query 237: 0.4495                       Exact:        0.2165
Query 238: 0.1709
Query 239: 0.0184
Query 240: 0.5280                                                                                    +0.5
Query 241: 0.0058
Query 242: 0.1205
Query 243: 0.0677
Query 244: 0.6667
Query 245: 0.5054
Query 246: 0.0233
Query 247: 0.2188
                                                                                                      0.0
Query 248: 0.3930
Query 249: 0.0029
Query 250: 0.0000
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
U Jaen/SINAI, Multilingual English, Auto, TD                                                                              Run UJAMLRL
Average precision                   Overall statistics                                                                    Recall−Precision Values
(individual queries):               (for 50 queries):                                                 1.0
Query 201: 0.0382                   Total number of documents
Query 202: 0.5970                   over all queries
Query 203: 0.1963                       Retrieved:    50000
Query 204: 0.5736                       Relevant:      1826                                          0.8
Query 205: 0.4829                       Rel_ret:       1346
Query 206: 0.3124
Query 207: 0.1907                   Interpolated Recall -
Query 208: 0.4907                   Precision Averages:
Query 209: 0.1800                       at 0.00       0.6168
Query 210: 0.1908                       at 0.10       0.4768                                         0.6
Query 211: 0.7902                       at 0.20       0.4077
Query 212: 0.0776                       at 0.30       0.3738
Query 213: 0.5421                       at 0.40       0.3205




                                                                    Precision
Query 214: 0.0309                       at 0.50       0.2972
Query 215: 0.0394                       at 0.60       0.2609                                         0.4
Query 216: 0.0866                       at 0.70       0.2138
Query 217: 0.2215                       at 0.80       0.1787
Query 218: 0.8073                       at 0.90       0.1123
Query 219: 0.0975                       at 1.00       0.0242
Query 220: 0.0442                                                                                    0.2
Query 221: 0.1960                   Avg. prec. (non-interpolated)
Query 222: 0.0205                   for all rel. documents
Query 223: 0.0302                                     0.2773
Query 224: 0.7497                   Precision:
Query 225: 0.2840                     At    5 docs:   0.3720                                         0.0
Query 226: 0.0240                     At   10 docs:   0.3920                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 227: 0.0006                     At   15 docs:   0.3613
Query 228: 0.0704                     At   20 docs:   0.3360                                                                        Recall
Query 229: 0.1638                     At   30 docs:   0.2880
Query 230: 0.6445                     At 100 docs:    0.1702
Query 231: 0.3460                     At 200 docs:    0.1064                                                               Run UJAMLRL
Query 232: 0.0304                     At 500 docs:    0.0492                                                            Comparison to median by topic
Query 233: 0.3360                     At 1000 docs:   0.0269
Query 234: 0.1852                                                                                    +1.0
Query 235: 0.2943                   R-Precision (prec. after R
Query 236: 0.1416                   (=num_rel) docs. retrieved):
Query 237: 0.8407                       Exact:        0.3279
Query 238: 0.2339
Query 239: 0.0625
Query 240: 0.6337                                                                                    +0.5
Query 241: 0.0200
Query 242: 0.4085
Query 243: 0.1495
Query 244: 0.0236
Query 245: 0.4828
Query 246: 0.1762
                                                                                                      0.0
Query 247: 0.7140
Query 248: 0.5935
Query 249: 0.0148
Query 250: 0.0061
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
U Jaen/SINAI, Multilingual English, Auto, TD                                                                            Run UJAMLRL2P
Average precision                   Overall statistics                                                                    Recall−Precision Values
(individual queries):               (for 50 queries):                                                 1.0
Query 201: 0.0651                   Total number of documents
Query 202: 0.5631                   over all queries
Query 203: 0.1818                       Retrieved:    50000
Query 204: 0.6561                       Relevant:      1826                                          0.8
Query 205: 0.4967                       Rel_ret:       1339
Query 206: 0.5305
Query 207: 0.2470                   Interpolated Recall -
Query 208: 0.6791                   Precision Averages:
Query 209: 0.0638                       at 0.00       0.7611
Query 210: 0.2458                       at 0.10       0.5813                                         0.6
Query 211: 0.8772                       at 0.20       0.4979
Query 212: 0.0677                       at 0.30       0.4256
Query 213: 0.6332                       at 0.40       0.3681




                                                                    Precision
Query 214: 0.0316                       at 0.50       0.3325
Query 215: 0.0683                       at 0.60       0.2780                                         0.4
Query 216: 0.2105                       at 0.70       0.2337
Query 217: 0.3527                       at 0.80       0.1972
Query 218: 0.8482                       at 0.90       0.1137
Query 219: 0.1277                       at 1.00       0.0313
Query 220: 0.0996                                                                                    0.2
Query 221: 0.2675                   Avg. prec. (non-interpolated)
Query 222: 0.0137                   for all rel. documents
Query 223: 0.0612                                     0.3336
Query 224: 0.7427                   Precision:
Query 225: 0.4796                     At    5 docs:   0.5440                                         0.0
Query 226: 0.0368                     At   10 docs:   0.4520                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 227: 0.0006                     At   15 docs:   0.3947
Query 228: 0.1457                     At   20 docs:   0.3620                                                                        Recall
Query 229: 0.3233                     At   30 docs:   0.3100
Query 230: 0.6203                     At 100 docs:    0.1740
Query 231: 0.4637                     At 200 docs:    0.1072                                                             Run UJAMLRL2P
Query 232: 0.0652                     At 500 docs:    0.0491                                                            Comparison to median by topic
Query 233: 0.4055                     At 1000 docs:   0.0268
Query 234: 0.4005                                                                                    +1.0
Query 235: 0.2629                   R-Precision (prec. after R
Query 236: 0.1862                   (=num_rel) docs. retrieved):
Query 237: 0.7781                       Exact:        0.3501
Query 238: 0.2741
Query 239: 0.0585
Query 240: 0.9481                                                                                    +0.5
Query 241: 0.0058
Query 242: 0.4448
Query 243: 0.2107
Query 244: 0.0185
Query 245: 0.6602
Query 246: 0.1670
                                                                                                      0.0
Query 247: 0.8668
Query 248: 0.6884
Query 249: 0.0143
Query 250: 0.0240
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
U Jaen/SINAI, Multilingual English, Auto, TD                                                                            Run UJAMLRL3P
Average precision                   Overall statistics                                                                    Recall−Precision Values
(individual queries):               (for 50 queries):                                                 1.0
Query 201: 0.0482                   Total number of documents
Query 202: 0.5732                   over all queries
Query 203: 0.2581                       Retrieved:    50000
Query 204: 0.6122                       Relevant:      1826                                          0.8
Query 205: 0.4600                       Rel_ret:       1358
Query 206: 0.4074
Query 207: 0.1948                   Interpolated Recall -
Query 208: 0.6038                   Precision Averages:
Query 209: 0.1712                       at 0.00       0.6557
Query 210: 0.2207                       at 0.10       0.5037                                         0.6
Query 211: 0.8805                       at 0.20       0.4455
Query 212: 0.0832                       at 0.30       0.4022
Query 213: 0.6221                       at 0.40       0.3546




                                                                    Precision
Query 214: 0.0292                       at 0.50       0.3170
Query 215: 0.0408                       at 0.60       0.2744                                         0.4
Query 216: 0.1378                       at 0.70       0.2266
Query 217: 0.2393                       at 0.80       0.1962
Query 218: 0.8386                       at 0.90       0.1162
Query 219: 0.0813                       at 1.00       0.0290
Query 220: 0.0838                                                                                    0.2
Query 221: 0.2452                   Avg. prec. (non-interpolated)
Query 222: 0.0168                   for all rel. documents
Query 223: 0.0619                                     0.3005
Query 224: 0.7163                   Precision:
Query 225: 0.2693                     At    5 docs:   0.4160                                         0.0
Query 226: 0.0198                     At   10 docs:   0.4200                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 227: 0.0022                     At   15 docs:   0.3813
Query 228: 0.1010                     At   20 docs:   0.3520                                                                        Recall
Query 229: 0.2698                     At   30 docs:   0.3013
Query 230: 0.6034                     At 100 docs:    0.1774
Query 231: 0.5242                     At 200 docs:    0.1095                                                             Run UJAMLRL3P
Query 232: 0.0549                     At 500 docs:    0.0500                                                            Comparison to median by topic
Query 233: 0.4022                     At 1000 docs:   0.0272
Query 234: 0.2386                                                                                    +1.0
Query 235: 0.2248                   R-Precision (prec. after R
Query 236: 0.1316                   (=num_rel) docs. retrieved):
Query 237: 0.8224                       Exact:        0.3380
Query 238: 0.2918
Query 239: 0.0701
Query 240: 0.6337                                                                                    +0.5
Query 241: 0.0062
Query 242: 0.3868
Query 243: 0.2316
Query 244: 0.0216
Query 245: 0.5778
Query 246: 0.2017
                                                                                                      0.0
Query 247: 0.6690
Query 248: 0.6068
Query 249: 0.0144
Query 250: 0.0227
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
U Jaen/SINAI, Multilingual English, Auto, TD                                                                            Run UJAMLRLRP
Average precision                   Overall statistics                                                                    Recall−Precision Values
(individual queries):               (for 50 queries):                                                 1.0
Query 201: 0.0475                   Total number of documents
Query 202: 0.5719                   over all queries
Query 203: 0.2568                       Retrieved:    50000
Query 204: 0.6123                       Relevant:      1826                                          0.8
Query 205: 0.4598                       Rel_ret:       1362
Query 206: 0.4072
Query 207: 0.2070                   Interpolated Recall -
Query 208: 0.6054                   Precision Averages:
Query 209: 0.1724                       at 0.00       0.6554
Query 210: 0.2204                       at 0.10       0.5024                                         0.6
Query 211: 0.8792                       at 0.20       0.4465
Query 212: 0.0833                       at 0.30       0.4034
Query 213: 0.6209                       at 0.40       0.3551




                                                                    Precision
Query 214: 0.0293                       at 0.50       0.3176
Query 215: 0.0403                       at 0.60       0.2751                                         0.4
Query 216: 0.1333                       at 0.70       0.2265
Query 217: 0.2393                       at 0.80       0.1969
Query 218: 0.8384                       at 0.90       0.1156
Query 219: 0.0816                       at 1.00       0.0290
Query 220: 0.0828                                                                                    0.2
Query 221: 0.2453                   Avg. prec. (non-interpolated)
Query 222: 0.0169                   for all rel. documents
Query 223: 0.0618                                     0.3008
Query 224: 0.7175                   Precision:
Query 225: 0.2768                     At    5 docs:   0.4160                                         0.0
Query 226: 0.0198                     At   10 docs:   0.4160                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 227: 0.0018                     At   15 docs:   0.3800
Query 228: 0.1008                     At   20 docs:   0.3560                                                                        Recall
Query 229: 0.2700                     At   30 docs:   0.3020
Query 230: 0.6030                     At 100 docs:    0.1766
Query 231: 0.5277                     At 200 docs:    0.1092                                                             Run UJAMLRLRP
Query 232: 0.0587                     At 500 docs:    0.0500                                                            Comparison to median by topic
Query 233: 0.4006                     At 1000 docs:   0.0272
Query 234: 0.2381                                                                                    +1.0
Query 235: 0.2271                   R-Precision (prec. after R
Query 236: 0.1332                   (=num_rel) docs. retrieved):
Query 237: 0.8216                       Exact:        0.3362
Query 238: 0.2913
Query 239: 0.0697
Query 240: 0.6337                                                                                    +0.5
Query 241: 0.0055
Query 242: 0.3866
Query 243: 0.2316
Query 244: 0.0208
Query 245: 0.5768
Query 246: 0.2048
                                                                                                      0.0
Query 247: 0.6641
Query 248: 0.6094
Query 249: 0.0140
Query 250: 0.0227
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
U Jaen/SINAI, Multilingual English, Auto, TD                                                                            Run UJAMLRSV2
Average precision                   Overall statistics                                                                    Recall−Precision Values
(individual queries):               (for 50 queries):                                                 1.0
Query 201: 0.0864                   Total number of documents
Query 202: 0.5667                   over all queries
Query 203: 0.2161                       Retrieved:    50000
Query 204: 0.6625                       Relevant:      1826                                          0.8
Query 205: 0.5455                       Rel_ret:       1322
Query 206: 0.5553
Query 207: 0.2246                   Interpolated Recall -
Query 208: 0.6478                   Precision Averages:
Query 209: 0.0763                       at 0.00       0.7501
Query 210: 0.2198                       at 0.10       0.5801                                         0.6
Query 211: 0.8608                       at 0.20       0.4930
Query 212: 0.0511                       at 0.30       0.4260
Query 213: 0.6252                       at 0.40       0.3759




                                                                    Precision
Query 214: 0.0643                       at 0.50       0.3425
Query 215: 0.0842                       at 0.60       0.2858                                         0.4
Query 216: 0.1960                       at 0.70       0.2319
Query 217: 0.3256                       at 0.80       0.2030
Query 218: 0.8661                       at 0.90       0.1137
Query 219: 0.1089                       at 1.00       0.0379
Query 220: 0.1323                                                                                    0.2
Query 221: 0.2423                   Avg. prec. (non-interpolated)
Query 222: 0.0148                   for all rel. documents
Query 223: 0.0481                                     0.3341
Query 224: 0.7691                   Precision:
Query 225: 0.4724                     At    5 docs:   0.5160                                         0.0
Query 226: 0.0638                     At   10 docs:   0.4460                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 227: 0.0000                     At   15 docs:   0.3920
Query 228: 0.1504                     At   20 docs:   0.3680                                                                        Recall
Query 229: 0.3261                     At   30 docs:   0.3233
Query 230: 0.7124                     At 100 docs:    0.1778
Query 231: 0.4247                     At 200 docs:    0.1074                                                             Run UJAMLRSV2
Query 232: 0.0785                     At 500 docs:    0.0493                                                            Comparison to median by topic
Query 233: 0.3914                     At 1000 docs:   0.0264
Query 234: 0.3340                                                                                    +1.0
Query 235: 0.2387                   R-Precision (prec. after R
Query 236: 0.1430                   (=num_rel) docs. retrieved):
Query 237: 0.7499                       Exact:        0.3447
Query 238: 0.2819
Query 239: 0.0573
Query 240: 0.9481                                                                                    +0.5
Query 241: 0.0030
Query 242: 0.4268
Query 243: 0.2290
Query 244: 0.0058
Query 245: 0.6716
Query 246: 0.1561
                                                                                                      0.0
Query 247: 0.9259
Query 248: 0.6805
Query 249: 0.0132
Query 250: 0.0303
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
Université de Neuchâtel, Multilingual English, Auto, TD                                                                  Run UniNEmulti1
Average precision                   Overall statistics                                                                    Recall−Precision Values
(individual queries):               (for 50 queries):                                                 1.0
Query 201: 0.0723                   Total number of documents
Query 202: 0.5124                   over all queries
Query 203: 0.3789                       Retrieved:    50000
Query 204: 0.5866                       Relevant:      1826                                          0.8
Query 205: 0.2576                       Rel_ret:       1327
Query 206: 0.4474
Query 207: 0.2164                   Interpolated Recall -
Query 208: 0.4017                   Precision Averages:
Query 209: 0.0967                       at 0.00       0.6236
Query 210: 0.0668                       at 0.10       0.5318                                         0.6
Query 211: 0.7627                       at 0.20       0.4743
Query 212: 0.1052                       at 0.30       0.4009
Query 213: 0.4424                       at 0.40       0.3481




                                                                    Precision
Query 214: 0.0772                       at 0.50       0.3047
Query 215: 0.1096                       at 0.60       0.2683                                         0.4
Query 216: 0.1287                       at 0.70       0.2339
Query 217: 0.2073                       at 0.80       0.1986
Query 218: 0.8703                       at 0.90       0.1477
Query 219: 0.0864                       at 1.00       0.0627
Query 220: 0.0222                                                                                    0.2
Query 221: 0.3914                   Avg. prec. (non-interpolated)
Query 222: 0.0537                   for all rel. documents
Query 223: 0.0698                                     0.3090
Query 224: 0.7080                   Precision:
Query 225: 0.1726                     At    5 docs:   0.4400                                         0.0
Query 226: 0.0358                     At   10 docs:   0.3700                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 227: 0.0000                     At   15 docs:   0.3520
Query 228: 0.3760                     At   20 docs:   0.3410                                                                        Recall
Query 229: 0.1583                     At   30 docs:   0.3020
Query 230: 0.5240                     At 100 docs:    0.1812
Query 231: 0.3757                     At 200 docs:    0.1135                                                             Run UniNEmulti1
Query 232: 0.0398                     At 500 docs:    0.0504                                                            Comparison to median by topic
Query 233: 0.3644                     At 1000 docs:   0.0265
Query 234: 0.1051                                                                                    +1.0
Query 235: 0.0445                   R-Precision (prec. after R
Query 236: 0.8630                   (=num_rel) docs. retrieved):
Query 237: 0.5875                       Exact:        0.3398
Query 238: 0.3064
Query 239: 0.0756
Query 240: 0.6173                                                                                    +0.5
Query 241: 0.0073
Query 242: 0.5775
Query 243: 0.3727
Query 244: 0.1146
Query 245: 0.7250
Query 246: 0.2957
                                                                                                      0.0
Query 247: 0.9823
Query 248: 0.6089
Query 249: 0.0078
Query 250: 0.0410
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
Université de Neuchâtel, Multilingual English, Auto, TD                                                                  Run UniNEmulti2
Average precision                   Overall statistics                                                                    Recall−Precision Values
(individual queries):               (for 50 queries):                                                 1.0
Query 201: 0.0851                   Total number of documents
Query 202: 0.7031                   over all queries
Query 203: 0.3720                       Retrieved:    50000
Query 204: 0.5119                       Relevant:      1826                                          0.8
Query 205: 0.3514                       Rel_ret:       1423
Query 206: 0.3210
Query 207: 0.1843                   Interpolated Recall -
Query 208: 0.4481                   Precision Averages:
Query 209: 0.1602                       at 0.00       0.6156
Query 210: 0.0699                       at 0.10       0.5133                                         0.6
Query 211: 0.8510                       at 0.20       0.4316
Query 212: 0.1483                       at 0.30       0.3768
Query 213: 0.3773                       at 0.40       0.3398




                                                                    Precision
Query 214: 0.0839                       at 0.50       0.3090
Query 215: 0.1302                       at 0.60       0.2712                                         0.4
Query 216: 0.1532                       at 0.70       0.2352
Query 217: 0.2422                       at 0.80       0.2055
Query 218: 0.7577                       at 0.90       0.1557
Query 219: 0.0692                       at 1.00       0.0676
Query 220: 0.0184                                                                                    0.2
Query 221: 0.3479                   Avg. prec. (non-interpolated)
Query 222: 0.0404                   for all rel. documents
Query 223: 0.0712                                     0.2969
Query 224: 0.7198                   Precision:
Query 225: 0.2609                     At    5 docs:   0.3520                                         0.0
Query 226: 0.0614                     At   10 docs:   0.3440                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 227: 0.0027                     At   15 docs:   0.3413
Query 228: 0.2576                     At   20 docs:   0.3270                                                                        Recall
Query 229: 0.1461                     At   30 docs:   0.2907
Query 230: 0.4331                     At 100 docs:    0.1868
Query 231: 0.4166                     At 200 docs:    0.1158                                                             Run UniNEmulti2
Query 232: 0.0542                     At 500 docs:    0.0532                                                            Comparison to median by topic
Query 233: 0.3499                     At 1000 docs:   0.0285
Query 234: 0.1217                                                                                    +1.0
Query 235: 0.0720                   R-Precision (prec. after R
Query 236: 0.6234                   (=num_rel) docs. retrieved):
Query 237: 0.4467                       Exact:        0.3215
Query 238: 0.3072
Query 239: 0.0576
Query 240: 0.7221                                                                                    +0.5
Query 241: 0.0135
Query 242: 0.5278
Query 243: 0.2722
Query 244: 0.0589
Query 245: 0.7331
Query 246: 0.2803
                                                                                                      0.0
Query 247: 0.8755
Query 248: 0.4942
Query 249: 0.0117
Query 250: 0.0293
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
Université de Neuchâtel, Multilingual English, Auto, TD                                                                  Run UniNEmulti3
Average precision                   Overall statistics                                                                    Recall−Precision Values
(individual queries):               (for 50 queries):                                                 1.0
Query 201: 0.0676                   Total number of documents
Query 202: 0.6581                   over all queries
Query 203: 0.4721                       Retrieved:    50000
Query 204: 0.5233                       Relevant:      1826                                          0.8
Query 205: 0.5011                       Rel_ret:       1309
Query 206: 0.2112
Query 207: 0.1331                   Interpolated Recall -
Query 208: 0.1690                   Precision Averages:
Query 209: 0.1318                       at 0.00       0.6254
Query 210: 0.0280                       at 0.10       0.5300                                         0.6
Query 211: 0.8852                       at 0.20       0.4712
Query 212: 0.1642                       at 0.30       0.3980
Query 213: 0.3774                       at 0.40       0.3529




                                                                    Precision
Query 214: 0.0824                       at 0.50       0.3070
Query 215: 0.1445                       at 0.60       0.2751                                         0.4
Query 216: 0.1037                       at 0.70       0.2227
Query 217: 0.2428                       at 0.80       0.1856
Query 218: 0.8142                       at 0.90       0.1186
Query 219: 0.5094                       at 1.00       0.0395
Query 220: 0.0090                                                                                    0.2
Query 221: 0.3070                   Avg. prec. (non-interpolated)
Query 222: 0.0241                   for all rel. documents
Query 223: 0.1311                                     0.3067
Query 224: 0.8895                   Precision:
Query 225: 0.4536                     At    5 docs:   0.4440                                         0.0
Query 226: 0.0470                     At   10 docs:   0.4100                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 227: 0.0000                     At   15 docs:   0.3707
Query 228: 0.3938                     At   20 docs:   0.3480                                                                        Recall
Query 229: 0.1241                     At   30 docs:   0.2927
Query 230: 0.5365                     At 100 docs:    0.1726
Query 231: 0.2021                     At 200 docs:    0.1067                                                             Run UniNEmulti3
Query 232: 0.0023                     At 500 docs:    0.0489                                                            Comparison to median by topic
Query 233: 0.2567                     At 1000 docs:   0.0262
Query 234: 0.2739                                                                                    +1.0
Query 235: 0.0494                   R-Precision (prec. after R
Query 236: 0.7136                   (=num_rel) docs. retrieved):
Query 237: 0.5924                       Exact:        0.3261
Query 238: 0.2128
Query 239: 0.0343
Query 240: 0.7768                                                                                    +0.5
Query 241: 0.0009
Query 242: 0.6001
Query 243: 0.2825
Query 244: 0.0211
Query 245: 0.3930
Query 246: 0.3155
                                                                                                      0.0
Query 247: 0.8896
Query 248: 0.5602
Query 249: 0.0089
Query 250: 0.0142
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
Université de Neuchâtel, Multilingual English, Auto, TD                                                                  Run UniNEmulti4
Average precision                   Overall statistics                                                                    Recall−Precision Values
(individual queries):               (for 50 queries):                                                 1.0
Query 201: 0.0723                   Total number of documents
Query 202: 0.5124                   over all queries
Query 203: 0.3732                       Retrieved:    50000
Query 204: 0.5866                       Relevant:      1826                                          0.8
Query 205: 0.3067                       Rel_ret:       1240
Query 206: 0.4474
Query 207: 0.2164                   Interpolated Recall -
Query 208: 0.4017                   Precision Averages:
Query 209: 0.0967                       at 0.00       0.6255
Query 210: 0.0668                       at 0.10       0.5343                                         0.6
Query 211: 0.3389                       at 0.20       0.4781
Query 212: 0.1052                       at 0.30       0.4044
Query 213: 0.4424                       at 0.40       0.3381




                                                                    Precision
Query 214: 0.0772                       at 0.50       0.2890
Query 215: 0.0903                       at 0.60       0.2525                                         0.4
Query 216: 0.1287                       at 0.70       0.2184
Query 217: 0.2073                       at 0.80       0.1835
Query 218: 0.8703                       at 0.90       0.1314
Query 219: 0.0864                       at 1.00       0.0594
Query 220: 0.0222                                                                                    0.2
Query 221: 0.3914                   Avg. prec. (non-interpolated)
Query 222: 0.0537                   for all rel. documents
Query 223: 0.0698                                     0.3010
Query 224: 0.7080                   Precision:
Query 225: 0.1726                     At    5 docs:   0.4400                                         0.0
Query 226: 0.0358                     At   10 docs:   0.3700                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 227: 0.0000                     At   15 docs:   0.3547
Query 228: 0.3760                     At   20 docs:   0.3450                                                                        Recall
Query 229: 0.1583                     At   30 docs:   0.3053
Query 230: 0.5240                     At 100 docs:    0.1762
Query 231: 0.3757                     At 200 docs:    0.1066                                                             Run UniNEmulti4
Query 232: 0.0398                     At 500 docs:    0.0470                                                            Comparison to median by topic
Query 233: 0.3644                     At 1000 docs:   0.0248
Query 234: 0.1051                                                                                    +1.0
Query 235: 0.0445                   R-Precision (prec. after R
Query 236: 0.8630                   (=num_rel) docs. retrieved):
Query 237: 0.5875                       Exact:        0.3346
Query 238: 0.3064
Query 239: 0.0756
Query 240: 0.6173                                                                                    +0.5
Query 241: 0.0074
Query 242: 0.5775
Query 243: 0.3727
Query 244: 0.1146
Query 245: 0.7250
Query 246: 0.2957
                                                                                                      0.0
Query 247: 0.9823
Query 248: 0.6089
Query 249: 0.0078
Query 250: 0.0410
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
Université de Neuchâtel, Multilingual English, Auto, TD                                                                  Run UniNEmulti5
Average precision                   Overall statistics                                                                    Recall−Precision Values
(individual queries):               (for 50 queries):                                                 1.0
Query 201: 0.0948                   Total number of documents
Query 202: 0.6611                   over all queries
Query 203: 0.3382                       Retrieved:    50000
Query 204: 0.4931                       Relevant:      1826                                          0.8
Query 205: 0.2961                       Rel_ret:       1388
Query 206: 0.4255
Query 207: 0.2394                   Interpolated Recall -
Query 208: 0.4278                   Precision Averages:
Query 209: 0.0667                       at 0.00       0.6445
Query 210: 0.0637                       at 0.10       0.5310                                         0.6
Query 211: 0.8111                       at 0.20       0.4487
Query 212: 0.1671                       at 0.30       0.3929
Query 213: 0.4310                       at 0.40       0.3549




                                                                    Precision
Query 214: 0.0690                       at 0.50       0.3199
Query 215: 0.1659                       at 0.60       0.2631                                         0.4
Query 216: 0.1955                       at 0.70       0.2175
Query 217: 0.2482                       at 0.80       0.1891
Query 218: 0.7701                       at 0.90       0.1240
Query 219: 0.0298                       at 1.00       0.0435
Query 220: 0.0223                                                                                    0.2
Query 221: 0.2843                   Avg. prec. (non-interpolated)
Query 222: 0.0368                   for all rel. documents
Query 223: 0.0651                                     0.3019
Query 224: 0.8501                   Precision:
Query 225: 0.0297                     At    5 docs:   0.4280                                         0.0
Query 226: 0.0694                     At   10 docs:   0.3820                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 227: 0.0027                     At   15 docs:   0.3600
Query 228: 0.3342                     At   20 docs:   0.3340                                                                        Recall
Query 229: 0.2104                     At   30 docs:   0.2907
Query 230: 0.5080                     At 100 docs:    0.1756
Query 231: 0.3145                     At 200 docs:    0.1135                                                             Run UniNEmulti5
Query 232: 0.0458                     At 500 docs:    0.0512                                                            Comparison to median by topic
Query 233: 0.4176                     At 1000 docs:   0.0278
Query 234: 0.0527                                                                                    +1.0
Query 235: 0.0944                   R-Precision (prec. after R
Query 236: 0.6235                   (=num_rel) docs. retrieved):
Query 237: 0.4574                       Exact:        0.3250
Query 238: 0.3006
Query 239: 0.0669
Query 240: 0.7708                                                                                    +0.5
Query 241: 0.0134
Query 242: 0.6310
Query 243: 0.2529
Query 244: 0.0046
Query 245: 0.7902
Query 246: 0.2670
                                                                                                      0.0
Query 247: 0.9823
Query 248: 0.5617
Query 249: 0.0161
Query 250: 0.0258
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
ILTG, Bilingual French to English, Auto, TDN                                                                               Run ltrcbifren1
Average precision                   Overall statistics                                                                    Recall−Precision Values
(individual queries):               (for 42 queries):                                                 1.0
Query 201: 0.1765                   Total number of documents
Query 202: 0.6391                   over all queries
Query 204: 0.0504                       Retrieved:    42000
Query 205: 0.1983                       Relevant:       375
Query 206: 0.8667                       Rel_ret:        257
                                                                                                     0.8
Query 207: 0.0003
Query 208: 0.5000                   Interpolated Recall -
Query 209: 0.0000                   Precision Averages:
Query 210: 0.0345                       at 0.00       0.4465
Query 211: 0.0055                       at 0.10       0.4454                                         0.6
Query 212: 0.2478                       at 0.20       0.4133
Query 213: 0.1049                       at 0.30       0.3756
Query 214: 0.0186                       at 0.40       0.3557




                                                                    Precision
Query 215: 0.0013                       at 0.50       0.3536
Query 216: 0.0032                       at 0.60       0.2988                                         0.4
Query 217: 0.5909                       at 0.70       0.2616
Query 218: 0.1628                       at 0.80       0.2450
Query 219: 0.0000                       at 0.90       0.2228
Query 221: 1.0000                       at 1.00       0.2005
Query 222: 0.0205                                                                                    0.2
Query 223: 0.2500                   Avg. prec. (non-interpolated)
Query 224: 0.7733                   for all rel. documents
Query 226: 0.2687                                     0.3137
Query 228: 0.0000                   Precision:
Query 229: 0.0000                     At    5 docs:   0.2571                                         0.0
Query 230: 0.4367                     At   10 docs:   0.1738                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 231: 0.0833                     At   15 docs:   0.1460
Query 232: 0.0004                     At   20 docs:   0.1298                                                                        Recall
Query 233: 0.0029                     At   30 docs:   0.1095
Query 235: 0.0436                     At 100 docs:    0.0457
Query 236: 1.0000                     At 200 docs:    0.0273                                                               Run ltrcbifren1
Query 237: 1.0000                     At 500 docs:    0.0118                                                            Comparison to median by topic
Query 238: 0.2572                     At 1000 docs:   0.0061
Query 239: 0.1242                                                                                    +1.0
Query 240: 0.7029                   R-Precision (prec. after R
Query 241: 0.0000                   (=num_rel) docs. retrieved):
Query 242: 1.0000                       Exact:        0.3109
Query 245: 0.7926
Query 246: 1.0000
Query 247: 0.6792                                                                                    +0.5
Query 248: 0.1226
Query 249: 0.0153



                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
ILTG, Bilingual French to English, Auto, TDN                                                                               Run ltrcbifren2
Average precision                   Overall statistics                                                                    Recall−Precision Values
(individual queries):               (for 42 queries):                                                 1.0
Query 201: 0.1608                   Total number of documents
Query 202: 0.6391                   over all queries
Query 204: 0.1185                       Retrieved:    42000
Query 205: 0.4490                       Relevant:       375
Query 206: 0.3833                       Rel_ret:        262
                                                                                                     0.8
Query 207: 0.0005
Query 208: 0.5000                   Interpolated Recall -
Query 209: 0.0000                   Precision Averages:
Query 210: 0.0099                       at 0.00       0.4315
Query 211: 0.2350                       at 0.10       0.4127                                         0.6
Query 212: 0.0856                       at 0.20       0.3855
Query 213: 0.0580                       at 0.30       0.3252
Query 214: 0.2167                       at 0.40       0.3158




                                                                    Precision
Query 215: 0.0000                       at 0.50       0.3079
Query 216: 0.0037                       at 0.60       0.2632                                         0.4
Query 217: 0.2614                       at 0.70       0.2455
Query 218: 0.7095                       at 0.80       0.2267
Query 219: 0.0135                       at 0.90       0.1832
Query 221: 1.0000                       at 1.00       0.1650
Query 222: 0.0431                                                                                    0.2
Query 223: 0.2540                   Avg. prec. (non-interpolated)
Query 224: 0.5633                   for all rel. documents
Query 226: 0.2687                                     0.2768
Query 228: 0.0000                   Precision:
Query 229: 0.0000                     At    5 docs:   0.2381                                         0.0
Query 230: 0.5667                     At   10 docs:   0.1833                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 231: 0.0154                     At   15 docs:   0.1587
Query 232: 0.0002                     At   20 docs:   0.1429                                                                        Recall
Query 233: 0.0010                     At   30 docs:   0.1135
Query 235: 0.1581                     At 100 docs:    0.0440
Query 236: 1.0000                     At 200 docs:    0.0257                                                               Run ltrcbifren2
Query 237: 1.0000                     At 500 docs:    0.0119                                                            Comparison to median by topic
Query 238: 0.2636                     At 1000 docs:   0.0062
Query 239: 0.0672                                                                                    +1.0
Query 240: 0.7593                   R-Precision (prec. after R
Query 241: 0.0000                   (=num_rel) docs. retrieved):
Query 242: 0.0904                       Exact:        0.2528
Query 245: 0.8088
Query 246: 0.5000
Query 247: 0.3742                                                                                    +0.5
Query 248: 0.0222
Query 249: 0.0245



                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
ILTG, Bilingual French to English, Auto, TDN                                                                               Run ltrcbifren3
Average precision                   Overall statistics                                                                    Recall−Precision Values
(individual queries):               (for 42 queries):                                                 1.0
Query 201: 0.0619                   Total number of documents
Query 202: 0.5579                   over all queries
Query 204: 0.0556                       Retrieved:    42000
Query 205: 0.1094                       Relevant:       375
Query 206: 0.8667                       Rel_ret:        289
                                                                                                     0.8
Query 207: 0.2101
Query 208: 0.5000                   Interpolated Recall -
Query 209: 0.0170                   Precision Averages:
Query 210: 0.0063                       at 0.00       0.4981
Query 211: 0.6968                       at 0.10       0.4716                                         0.6
Query 212: 0.1949                       at 0.20       0.4527
Query 213: 0.2327                       at 0.30       0.4424
Query 214: 0.0186                       at 0.40       0.4168




                                                                    Precision
Query 215: 0.0000                       at 0.50       0.3998
Query 216: 0.4167                       at 0.60       0.3439                                         0.4
Query 217: 0.0307                       at 0.70       0.3144
Query 218: 0.8046                       at 0.80       0.2869
Query 219: 0.0044                       at 0.90       0.2511
Query 221: 0.8333                       at 1.00       0.2246
Query 222: 0.0207                                                                                    0.2
Query 223: 0.0009                   Avg. prec. (non-interpolated)
Query 224: 0.7774                   for all rel. documents
Query 226: 0.0079                                     0.3597
Query 228: 0.1667                   Precision:
Query 229: 0.2500                     At    5 docs:   0.3238                                         0.0
Query 230: 0.6278                     At   10 docs:   0.2429                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 231: 0.1429                     At   15 docs:   0.1968
Query 232: 0.0848                     At   20 docs:   0.1702                                                                        Recall
Query 233: 0.8637                     At   30 docs:   0.1278
Query 235: 0.0004                     At 100 docs:    0.0479
Query 236: 1.0000                     At 200 docs:    0.0298                                                               Run ltrcbifren3
Query 237: 1.0000                     At 500 docs:    0.0133                                                            Comparison to median by topic
Query 238: 0.2456                     At 1000 docs:   0.0069
Query 239: 0.0363                                                                                    +1.0
Query 240: 0.6958                   R-Precision (prec. after R
Query 241: 0.0034                   (=num_rel) docs. retrieved):
Query 242: 1.0000                       Exact:        0.3305
Query 245: 0.8657
Query 246: 0.5000
Query 247: 0.2734                                                                                    +0.5
Query 248: 0.9167
Query 249: 0.0079



                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
ILTG, Bilingual French to English, Auto, TDN                                                                               Run ltrcbifren4
Average precision                   Overall statistics                                                                    Recall−Precision Values
(individual queries):               (for 42 queries):                                                 1.0
Query 201: 0.0636                   Total number of documents
Query 202: 0.1188                   over all queries
Query 204: 0.0556                       Retrieved:    42000
Query 205: 0.4290                       Relevant:       375
Query 206: 0.8667                       Rel_ret:        254
                                                                                                     0.8
Query 207: 0.0000
Query 208: 0.5000                   Interpolated Recall -
Query 209: 0.0000                   Precision Averages:
Query 210: 0.0303                       at 0.00       0.4953
Query 211: 1.0000                       at 0.10       0.4680                                         0.6
Query 212: 0.2228                       at 0.20       0.4620
Query 213: 0.0879                       at 0.30       0.4097
Query 214: 0.0929                       at 0.40       0.4016




                                                                    Precision
Query 215: 0.0000                       at 0.50       0.3942
Query 216: 0.0253                       at 0.60       0.3204                                         0.4
Query 217: 0.1875                       at 0.70       0.2835
Query 218: 0.8046                       at 0.80       0.2517
Query 219: 0.0000                       at 0.90       0.2246
Query 221: 1.0000                       at 1.00       0.2190
Query 222: 0.0870                                                                                    0.2
Query 223: 0.2534                   Avg. prec. (non-interpolated)
Query 224: 0.5511                   for all rel. documents
Query 226: 0.2687                                     0.3467
Query 228: 0.1667                   Precision:
Query 229: 0.2500                     At    5 docs:   0.2762                                         0.0
Query 230: 0.7278                     At   10 docs:   0.2143                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 231: 0.0833                     At   15 docs:   0.1714
Query 232: 0.0013                     At   20 docs:   0.1417                                                                        Recall
Query 233: 0.7418                     At   30 docs:   0.1119
Query 235: 0.0000                     At 100 docs:    0.0460
Query 236: 1.0000                     At 200 docs:    0.0258                                                               Run ltrcbifren4
Query 237: 1.0000                     At 500 docs:    0.0114                                                            Comparison to median by topic
Query 238: 0.2408                     At 1000 docs:   0.0060
Query 239: 0.0607                                                                                    +1.0
Query 240: 0.7500                   R-Precision (prec. after R
Query 241: 0.0019                   (=num_rel) docs. retrieved):
Query 242: 1.0000                       Exact:        0.3212
Query 245: 0.8187
Query 246: 0.5000
Query 247: 0.5592                                                                                    +0.5
Query 248: 0.0042
Query 249: 0.0112



                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
ILTG, Bilingual French to English, Auto, TDN                                                                               Run ltrcbifren5
Average precision                   Overall statistics                                                                    Recall−Precision Values
(individual queries):               (for 42 queries):                                                 1.0
Query 201: 0.1317                   Total number of documents
Query 202: 0.1231                   over all queries
Query 204: 0.0556                       Retrieved:    42000
Query 205: 0.3741                       Relevant:       375
Query 206: 0.8667                       Rel_ret:        284
                                                                                                     0.8
Query 207: 0.1336
Query 208: 0.5000                   Interpolated Recall -
Query 209: 0.0170                   Precision Averages:
Query 210: 0.0049                       at 0.00       0.6073
Query 211: 1.0000                       at 0.10       0.5138                                         0.6
Query 212: 0.1873                       at 0.20       0.4940
Query 213: 0.1987                       at 0.30       0.4490
Query 214: 0.2000                       at 0.40       0.4244




                                                                    Precision
Query 215: 0.0000                       at 0.50       0.4205
Query 216: 0.3988                       at 0.60       0.3418                                         0.4
Query 217: 0.0211                       at 0.70       0.3141
Query 218: 0.8046                       at 0.80       0.2798
Query 219: 0.0044                       at 0.90       0.2339
Query 221: 0.8333                       at 1.00       0.2252
Query 222: 0.1005                                                                                    0.2
Query 223: 0.0164                   Avg. prec. (non-interpolated)
Query 224: 0.5511                   for all rel. documents
Query 226: 0.2687                                     0.3749
Query 228: 0.1667                   Precision:
Query 229: 0.2500                     At    5 docs:   0.3286                                         0.0
Query 230: 0.6278                     At   10 docs:   0.2452                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 231: 0.0833                     At   15 docs:   0.2016
Query 232: 0.1001                     At   20 docs:   0.1667                                                                        Recall
Query 233: 0.8148                     At   30 docs:   0.1190
Query 235: 0.0000                     At 100 docs:    0.0460
Query 236: 1.0000                     At 200 docs:    0.0277                                                               Run ltrcbifren5
Query 237: 1.0000                     At 500 docs:    0.0125                                                            Comparison to median by topic
Query 238: 0.2408                     At 1000 docs:   0.0068
Query 239: 0.1155                                                                                    +1.0
Query 240: 0.6958                   R-Precision (prec. after R
Query 241: 0.0019                   (=num_rel) docs. retrieved):
Query 242: 1.0000                       Exact:        0.3426
Query 245: 0.8657
Query 246: 0.5000
Query 247: 0.5592                                                                                    +0.5
Query 248: 0.9167
Query 249: 0.0141



                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
SICS, Bilingual Amharic to English, Manual, TD                                                                          Run stockholmAmEnA
Average precision                   Overall statistics                                                                     Recall−Precision Values
(individual queries):               (for 42 queries):                                                 1.0
Query 201: 0.1938                   Total number of documents
Query 202: 0.5525                   over all queries
Query 204: 0.0552                       Retrieved:    42000
Query 205: 0.5170                       Relevant:       375
Query 206: 0.6250                       Rel_ret:        307
                                                                                                     0.8
Query 207: 0.0020
Query 208: 1.0000                   Interpolated Recall -
Query 209: 0.0277                   Precision Averages:
Query 210: 0.0417                       at 0.00       0.5150
Query 211: 1.0000                       at 0.10       0.4961                                         0.6
Query 212: 0.0355                       at 0.20       0.4896
Query 213: 0.2619                       at 0.30       0.4392
Query 214: 0.0056                       at 0.40       0.4181




                                                                    Precision
Query 215: 1.0000                       at 0.50       0.4043
Query 216: 0.5076                       at 0.60       0.3964                                         0.4
Query 217: 0.0019                       at 0.70       0.3732
Query 218: 0.6315                       at 0.80       0.3664
Query 219: 0.0179                       at 0.90       0.3460
Query 221: 1.0000                       at 1.00       0.3276
Query 222: 0.0199                                                                                    0.2
Query 223: 0.0698                   Avg. prec. (non-interpolated)
Query 224: 0.7661                   for all rel. documents
Query 226: 0.2599                                     0.4009
Query 228: 0.0000                   Precision:
Query 229: 0.5000                     At    5 docs:   0.2571                                         0.0
Query 230: 0.4476                     At   10 docs:   0.2024                                           0.0        0.2        0.4              0.6        0.8   1.0
Query 231: 0.2000                     At   15 docs:   0.1810
Query 232: 0.0451                     At   20 docs:   0.1619                                                                         Recall
Query 233: 0.0005                     At   30 docs:   0.1270
Query 235: 0.1989                     At 100 docs:    0.0521
Query 236: 0.9167                     At 200 docs:    0.0287                                                            Run stockholmAmEnA
Query 237: 1.0000                     At 500 docs:    0.0135                                                             Comparison to median by topic
Query 238: 0.2793                     At 1000 docs:   0.0073
Query 239: 0.0024                                                                                    +1.0
Query 240: 0.8139                   R-Precision (prec. after R
Query 241: 0.0117                   (=num_rel) docs. retrieved):
Query 242: 0.2041                       Exact:        0.3663
Query 245: 0.7519
Query 246: 1.0000
Query 247: 1.0000                                                                                    +0.5
Query 248: 0.8667
Query 249: 0.0070



                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210       220               230        240   250

                                                                                                                                   Topic number
SICS, Bilingual Amharic to English, Manual, TD                                                                          Run stockholmAmEnI
Average precision                   Overall statistics                                                                     Recall−Precision Values
(individual queries):               (for 42 queries):                                                 1.0
Query 201: 0.0636                   Total number of documents
Query 202: 0.5575                   over all queries
Query 204: 0.0546                       Retrieved:    42000
Query 205: 0.5170                       Relevant:       375
Query 206: 0.5917                       Rel_ret:        297
                                                                                                     0.8
Query 207: 0.0013
Query 208: 0.7000                   Interpolated Recall -
Query 209: 0.0276                   Precision Averages:
Query 210: 0.0417                       at 0.00       0.4799
Query 211: 1.0000                       at 0.10       0.4597                                         0.6
Query 212: 0.0405                       at 0.20       0.4535
Query 213: 0.2587                       at 0.30       0.4074
Query 214: 0.0021                       at 0.40       0.3863




                                                                    Precision
Query 215: 1.0000                       at 0.50       0.3724
Query 216: 0.5208                       at 0.60       0.3458                                         0.4
Query 217: 0.0019                       at 0.70       0.3356
Query 218: 0.6254                       at 0.80       0.3273
Query 219: 0.0116                       at 0.90       0.3109
Query 221: 0.3667                       at 1.00       0.2961
Query 222: 0.0000                                                                                    0.2
Query 223: 0.0686                   Avg. prec. (non-interpolated)
Query 224: 0.7661                   for all rel. documents
Query 226: 0.2630                                     0.3615
Query 228: 0.0000                   Precision:
Query 229: 0.5000                     At    5 docs:   0.2619                                         0.0
Query 230: 0.4476                     At   10 docs:   0.1952                                           0.0        0.2        0.4              0.6        0.8   1.0
Query 231: 0.0526                     At   15 docs:   0.1698
Query 232: 0.0444                     At   20 docs:   0.1560                                                                         Recall
Query 233: 0.0009                     At   30 docs:   0.1183
Query 235: 0.0000                     At 100 docs:    0.0462
Query 236: 0.9167                     At 200 docs:    0.0269                                                            Run stockholmAmEnI
Query 237: 1.0000                     At 500 docs:    0.0126                                                             Comparison to median by topic
Query 238: 0.2448                     At 1000 docs:   0.0071
Query 239: 0.0227                                                                                    +1.0
Query 240: 0.8139                   R-Precision (prec. after R
Query 241: 0.0178                   (=num_rel) docs. retrieved):
Query 242: 0.2416                       Exact:        0.3251
Query 245: 0.7519
Query 246: 1.0000
Query 247: 1.0000                                                                                    +0.5
Query 248: 0.6389
Query 249: 0.0093



                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210       220               230        240   250

                                                                                                                                   Topic number
U Amsterdam, Bilingual Amharic to English, Auto, TD                                                                     Run UAmsC04AmEn4GiSb
Average precision                   Overall statistics                                                                      Recall−Precision Values
(individual queries):               (for 42 queries):                                                 1.0
Query 201: 0.1987                   Total number of documents
Query 202: 0.2073                   over all queries
Query 204: 0.2661                       Retrieved:    42000
Query 205: 0.3307                       Relevant:       375
Query 206: 0.2241                       Rel_ret:        330
                                                                                                     0.8
Query 207: 0.1144
Query 208: 0.0486                   Interpolated Recall -
Query 209: 0.0493                   Precision Averages:
Query 210: 0.0526                       at 0.00       0.4877
Query 211: 1.0000                       at 0.10       0.4536                                         0.6
Query 212: 0.0150                       at 0.20       0.4286
Query 213: 0.0533                       at 0.30       0.3670
Query 214: 0.0276                       at 0.40       0.3453




                                                                    Precision
Query 215: 0.0333                       at 0.50       0.3308
Query 216: 0.0133                       at 0.60       0.3126                                         0.4
Query 217: 0.0173                       at 0.70       0.2687
Query 218: 0.7852                       at 0.80       0.2519
Query 219: 0.0000                       at 0.90       0.2320
Query 221: 1.0000                       at 1.00       0.2097
Query 222: 0.4259                                                                                    0.2
Query 223: 0.2190                   Avg. prec. (non-interpolated)
Query 224: 0.7951                   for all rel. documents
Query 226: 0.0036                                     0.3207
Query 228: 0.0000                   Precision:
Query 229: 0.8333                     At    5 docs:   0.2905                                         0.0
Query 230: 0.8242                     At   10 docs:   0.2310                                           0.0        0.2         0.4              0.6        0.8   1.0
Query 231: 0.5000                     At   15 docs:   0.1841
Query 232: 0.3983                     At   20 docs:   0.1571                                                                          Recall
Query 233: 0.3483                     At   30 docs:   0.1167
Query 235: 0.6111                     At 100 docs:    0.0514
Query 236: 0.0857                     At 200 docs:    0.0312                                                            Run UAmsC04AmEn4GiSb
Query 237: 1.0000                     At 500 docs:    0.0147                                                              Comparison to median by topic
Query 238: 0.1063                     At 1000 docs:   0.0079
Query 239: 0.0253                                                                                    +1.0
Query 240: 0.8734                   R-Precision (prec. after R
Query 241: 0.0111                   (=num_rel) docs. retrieved):
Query 242: 0.0183                       Exact:        0.2863
Query 245: 0.6161
Query 246: 0.5000
Query 247: 0.4951                                                                                    +0.5
Query 248: 0.3048
Query 249: 0.0380



                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210        220               230        240   250

                                                                                                                                    Topic number
U Amsterdam, Bilingual Amharic to English, Auto, TD                                                                     Run UAmsC04AmEnAll
Average precision                   Overall statistics                                                                     Recall−Precision Values
(individual queries):               (for 42 queries):                                                 1.0
Query 201: 0.4261                   Total number of documents
Query 202: 0.1153                   over all queries
Query 204: 0.2789                       Retrieved:    42000
Query 205: 0.4871                       Relevant:       375
Query 206: 0.2106                       Rel_ret:        345
                                                                                                     0.8
Query 207: 0.2126
Query 208: 0.5833                   Interpolated Recall -
Query 209: 0.0304                   Precision Averages:
Query 210: 0.0769                       at 0.00       0.5017
Query 211: 1.0000                       at 0.10       0.4618                                         0.6
Query 212: 0.0102                       at 0.20       0.4456
Query 213: 0.0200                       at 0.30       0.3888
Query 214: 0.0230                       at 0.40       0.3626




                                                                    Precision
Query 215: 0.2500                       at 0.50       0.3432
Query 216: 0.0142                       at 0.60       0.3382                                         0.4
Query 217: 0.0101                       at 0.70       0.3022
Query 218: 0.9421                       at 0.80       0.2921
Query 219: 0.0000                       at 0.90       0.2756
Query 221: 1.0000                       at 1.00       0.2622
Query 222: 0.5900                                                                                    0.2
Query 223: 0.2153                   Avg. prec. (non-interpolated)
Query 224: 0.8028                   for all rel. documents
Query 226: 0.0027                                     0.3470
Query 228: 0.0000                   Precision:
Query 229: 1.0000                     At    5 docs:   0.2905                                         0.0
Query 230: 0.8254                     At   10 docs:   0.2167                                           0.0        0.2        0.4              0.6        0.8   1.0
Query 231: 1.0000                     At   15 docs:   0.1794
Query 232: 0.3580                     At   20 docs:   0.1476                                                                         Recall
Query 233: 0.0973                     At   30 docs:   0.1111
Query 235: 0.1800                     At 100 docs:    0.0483
Query 236: 0.1514                     At 200 docs:    0.0304                                                            Run UAmsC04AmEnAll
Query 237: 1.0000                     At 500 docs:    0.0152                                                             Comparison to median by topic
Query 238: 0.0618                     At 1000 docs:   0.0082
Query 239: 0.0237                                                                                    +1.0
Query 240: 0.9306                   R-Precision (prec. after R
Query 241: 0.0169                   (=num_rel) docs. retrieved):
Query 242: 0.0168                       Exact:        0.3253
Query 245: 0.7464
Query 246: 0.0714
Query 247: 0.5000                                                                                    +0.5
Query 248: 0.2106
Query 249: 0.0802



                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210       220               230        240   250

                                                                                                                                   Topic number
U Amsterdam, Bilingual Amharic to English, Auto, TD                                                                     Run UAmsC04AmEnWrd
Average precision                   Overall statistics                                                                      Recall−Precision Values
(individual queries):               (for 42 queries):                                                 1.0
Query 201: 0.4407                   Total number of documents
Query 202: 0.0064                   over all queries
Query 204: 0.0257                       Retrieved:    42000
Query 205: 0.0796                       Relevant:       375
Query 206: 0.0159                       Rel_ret:        187
                                                                                                     0.8
Query 207: 0.0400
Query 208: 0.0625                   Interpolated Recall -
Query 209: 0.0000                   Precision Averages:
Query 210: 0.1111                       at 0.00       0.3016
Query 211: 1.0000                       at 0.10       0.2849                                         0.6
Query 212: 0.0009                       at 0.20       0.2663
Query 213: 0.0003                       at 0.30       0.2476
Query 214: 0.0138                       at 0.40       0.2158




                                                                    Precision
Query 215: 0.3333                       at 0.50       0.2101
Query 216: 0.0000                       at 0.60       0.1907                                         0.4
Query 217: 0.0012                       at 0.70       0.1779
Query 218: 0.0250                       at 0.80       0.1709
Query 219: 0.0000                       at 0.90       0.1512
Query 221: 1.0000                       at 1.00       0.1385
Query 222: 0.4167                                                                                    0.2
Query 223: 0.1595                   Avg. prec. (non-interpolated)
Query 224: 0.7805                   for all rel. documents
Query 226: 0.0003                                     0.2071
Query 228: 0.0000                   Precision:
Query 229: 0.8333                     At    5 docs:   0.1905                                         0.0
Query 230: 0.8909                     At   10 docs:   0.1405                                           0.0        0.2         0.4              0.6        0.8   1.0
Query 231: 0.1429                     At   15 docs:   0.1127
Query 232: 0.5135                     At   20 docs:   0.0976                                                                          Recall
Query 233: 0.0012                     At   30 docs:   0.0738
Query 235: 0.0003                     At 100 docs:    0.0307
Query 236: 0.1111                     At 200 docs:    0.0171                                                            Run UAmsC04AmEnWrd
Query 237: 0.3333                     At 500 docs:    0.0080                                                              Comparison to median by topic
Query 238: 0.0001                     At 1000 docs:   0.0045
Query 239: 0.0154                                                                                    +1.0
Query 240: 0.8972                   R-Precision (prec. after R
Query 241: 0.0238                   (=num_rel) docs. retrieved):
Query 242: 0.0000                       Exact:        0.1876
Query 245: 0.0000
Query 246: 0.0000
Query 247: 0.3992                                                                                    +0.5
Query 248: 0.0100
Query 249: 0.0103



                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210        220               230        240   250

                                                                                                                                    Topic number
U Oviedo, Bilingual Spanish to English, Auto, TD                                                                           Run uoviESEN
Average precision                   Overall statistics                                                                    Recall−Precision Values
(individual queries):               (for 42 queries):                                                 1.0
Query 201: 0.0001                   Total number of documents
Query 202: 0.1477                   over all queries
Query 204: 0.0047                       Retrieved:    42000
Query 205: 0.1246                       Relevant:       375
Query 206: 0.0054                       Rel_ret:        145
                                                                                                     0.8
Query 207: 0.0008
Query 208: 0.4167                   Interpolated Recall -
Query 209: 0.0247                   Precision Averages:
Query 210: 0.0000                       at 0.00       0.1868
Query 211: 0.1247                       at 0.10       0.1314                                         0.6
Query 212: 0.0000                       at 0.20       0.1166
Query 213: 0.0295                       at 0.30       0.0818
Query 214: 0.0000                       at 0.40       0.0770




                                                                    Precision
Query 215: 0.0000                       at 0.50       0.0676
Query 216: 0.0000                       at 0.60       0.0495                                         0.4
Query 217: 0.0016                       at 0.70       0.0219
Query 218: 0.3360                       at 0.80       0.0177
Query 219: 0.0068                       at 0.90       0.0150
Query 221: 0.0100                       at 1.00       0.0150
Query 222: 0.0008                                                                                    0.2
Query 223: 0.1006                   Avg. prec. (non-interpolated)
Query 224: 0.1375                   for all rel. documents
Query 226: 0.0000                                     0.0644
Query 228: 0.0054                   Precision:
Query 229: 0.0000                     At    5 docs:   0.0810                                         0.0
Query 230: 0.1076                     At   10 docs:   0.0619                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 231: 0.0172                     At   15 docs:   0.0524
Query 232: 0.0017                     At   20 docs:   0.0464                                                                        Recall
Query 233: 0.0053                     At   30 docs:   0.0381
Query 235: 0.0000                     At 100 docs:    0.0162
Query 236: 0.0000                     At 200 docs:    0.0108                                                               Run uoviESEN
Query 237: 0.0526                     At 500 docs:    0.0057                                                            Comparison to median by topic
Query 238: 0.1041                     At 1000 docs:   0.0035
Query 239: 0.0546                                                                                    +1.0
Query 240: 0.0083                   R-Precision (prec. after R
Query 241: 0.0000                   (=num_rel) docs. retrieved):
Query 242: 0.0357                       Exact:        0.0816
Query 245: 0.1154
Query 246: 0.0095
Query 247: 0.0000                                                                                    +0.5
Query 248: 0.7167
Query 249: 0.0000



                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
JHU/APL, Bilingual German to French, Auto, TD                                                                              Run aplbidefra
Average precision                   Overall statistics
(individual queries):               (for 49 queries):
                                                                                                                          Recall−Precision Values
                                                                                                      1.0
Query 201: 0.1463                   Total number of documents
Query 202: 0.5612                   over all queries
Query 203: 0.4642                       Retrieved:    49000
Query 204: 0.7273                       Relevant:       915
Query 205: 0.0495                       Rel_ret:        770                                          0.8
Query 206: 0.4100
Query 207: 0.2295                   Interpolated Recall -
Query 208: 0.0008                   Precision Averages:
Query 209: 0.2049                       at 0.00       0.4891
Query 210: 0.1036                       at 0.10       0.4583                                         0.6
Query 211: 0.8121                       at 0.20       0.4207
Query 212: 0.4823                       at 0.30       0.3911
Query 213: 0.5456                       at 0.40       0.3625




                                                                    Precision
Query 214: 0.1845                       at 0.50       0.3280
Query 215: 0.2557                       at 0.60       0.3114                                         0.4
Query 216: 0.0140                       at 0.70       0.2678
Query 217: 0.2561                       at 0.80       0.2207
Query 218: 0.8703                       at 0.90       0.1619
Query 219: 0.5500                       at 1.00       0.1001
Query 220: 0.0047                                                                                    0.2
Query 221: 0.7367                   Avg. prec. (non-interpolated)
Query 222: 0.0282                   for all rel. documents
Query 223: 0.0431                                     0.3030
Query 224: 0.0995                   Precision:
Query 225: 0.0035                     At    5 docs:   0.3388                                         0.0
Query 226: 0.0233                     At   10 docs:   0.3122                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 228: 0.0128                     At   15 docs:   0.2966
Query 229: 0.5132                     At   20 docs:   0.2704                                                                        Recall
Query 230: 0.7587                     At   30 docs:   0.2476
Query 231: 0.1795                     At 100 docs:    0.1220
Query 232: 0.0000                     At 200 docs:    0.0700                                                                Run aplbidefra
Query 233: 0.5688                     At 500 docs:    0.0305
Query 234: 0.0704                     At 1000 docs:   0.0157                                                            Comparison to median by topic
Query 235: 0.4903                                                                                    +1.0
Query 236: 0.5473                   R-Precision (prec. after R
Query 237: 0.7984                   (=num_rel) docs. retrieved):
Query 238: 0.3682                       Exact:        0.2906
Query 239: 0.0022
Query 240: 0.0476
Query 241: 0.0001                                                                                    +0.5
Query 242: 0.1724
Query 243: 0.4158
Query 244: 0.0043
Query 245: 0.7643
Query 246: 0.0264
Query 247: 0.4102
Query 248: 0.7183                                                                                     0.0
Query 249: 0.0526
Query 250: 0.1166
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
JHU/APL, Bilingual Dutch to French, Auto, TD                                                                               Run aplbinlfra
Average precision                   Overall statistics
(individual queries):               (for 49 queries):
                                                                                                                          Recall−Precision Values
                                                                                                      1.0
Query 201: 0.1987                   Total number of documents
Query 202: 0.5772                   over all queries
Query 203: 0.4565                       Retrieved:    49000
Query 204: 0.8333                       Relevant:       915
Query 205: 0.0511                       Rel_ret:        845                                          0.8
Query 206: 0.3367
Query 207: 0.0838                   Interpolated Recall -
Query 208: 0.8042                   Precision Averages:
Query 209: 0.2325                       at 0.00       0.5921
Query 210: 0.1738                       at 0.10       0.5673                                         0.6
Query 211: 0.7898                       at 0.20       0.5375
Query 212: 0.5795                       at 0.30       0.4633
Query 213: 0.3344                       at 0.40       0.4105




                                                                    Precision
Query 214: 0.1355                       at 0.50       0.3863
Query 215: 0.0488                       at 0.60       0.3715                                         0.4
Query 216: 0.4308                       at 0.70       0.3174
Query 217: 0.5191                       at 0.80       0.2814
Query 218: 0.8829                       at 0.90       0.2305
Query 219: 0.5206                       at 1.00       0.1732
Query 220: 0.0065                                                                                    0.2
Query 221: 0.7381                   Avg. prec. (non-interpolated)
Query 222: 0.0186                   for all rel. documents
Query 223: 0.0221                                     0.3753
Query 224: 0.6631                   Precision:
Query 225: 0.0286                     At    5 docs:   0.3837                                         0.0
Query 226: 0.0021                     At   10 docs:   0.3143                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 228: 0.1203                     At   15 docs:   0.2871
Query 229: 0.0265                     At   20 docs:   0.2724                                                                        Recall
Query 230: 0.6264                     At   30 docs:   0.2463
Query 231: 0.1877                     At 100 docs:    0.1255
Query 232: 0.2690                     At 200 docs:    0.0748                                                                Run aplbinlfra
Query 233: 0.6486                     At 500 docs:    0.0332
Query 234: 0.5161                     At 1000 docs:   0.0172                                                            Comparison to median by topic
Query 235: 0.2773                                                                                    +1.0
Query 236: 0.2970                   R-Precision (prec. after R
Query 237: 0.7724                   (=num_rel) docs. retrieved):
Query 238: 0.4661                       Exact:        0.3769
Query 239: 0.0409
Query 240: 1.0000
Query 241: 0.0001                                                                                    +0.5
Query 242: 0.1409
Query 243: 0.1212
Query 244: 1.0000
Query 245: 0.7900
Query 246: 0.1820
Query 247: 0.6782
Query 248: 0.6250                                                                                     0.0
Query 249: 0.0455
Query 250: 0.0891
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
Daedalus, Bilingual German to French, Auto, TD                                                                          Run de2frcomb1s101
Average precision                   Overall statistics                                                                    Recall−Precision Values
(individual queries):               (for 49 queries):                                                 1.0
Query 201: 0.0054                   Total number of documents
Query 202: 0.6255                   over all queries
Query 203: 0.5256                       Retrieved:    49000
Query 204: 0.5360                       Relevant:       915
Query 205: 0.5160                       Rel_ret:        749
                                                                                                     0.8
Query 206: 0.4842
Query 207: 0.3473                   Interpolated Recall -
Query 208: 0.7333                   Precision Averages:
Query 209: 0.0150                       at 0.00       0.5381
Query 210: 0.0754                       at 0.10       0.4855                                         0.6
Query 211: 0.6640                       at 0.20       0.4351
Query 212: 0.2042                       at 0.30       0.4013
Query 213: 0.8145                       at 0.40       0.3583




                                                                    Precision
Query 214: 0.1020                       at 0.50       0.3310
Query 215: 0.0715                       at 0.60       0.2965                                         0.4
Query 216: 0.0072                       at 0.70       0.2647
Query 217: 0.3516                       at 0.80       0.2190
Query 218: 0.8768                       at 0.90       0.1806
Query 219: 0.0101                       at 1.00       0.1241
Query 220: 0.2317                                                                                    0.2
Query 221: 0.3978                   Avg. prec. (non-interpolated)
Query 222: 0.0060                   for all rel. documents
Query 223: 0.0213                                     0.3166
Query 224: 0.7663                   Precision:
Query 225: 0.0135                     At    5 docs:   0.3347                                         0.0
Query 226: 0.0385                     At   10 docs:   0.2959                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 228: 0.0552                     At   15 docs:   0.2667
Query 229: 0.5019                     At   20 docs:   0.2500                                                                        Recall
Query 230: 0.0265                     At   30 docs:   0.2156
Query 231: 0.2791                     At 100 docs:    0.1051
Query 232: 0.0178                     At 200 docs:    0.0621                                                            Run de2frcomb1s101
Query 233: 0.4790                     At 500 docs:    0.0288                                                            Comparison to median by topic
Query 234: 0.3502                     At 1000 docs:   0.0153
Query 235: 0.0000                                                                                    +1.0
Query 236: 0.5736                   R-Precision (prec. after R
Query 237: 0.8819                   (=num_rel) docs. retrieved):
Query 238: 0.4226                       Exact:        0.3013
Query 239: 0.0465
Query 240: 1.0000
Query 241: 0.0030                                                                                    +0.5
Query 242: 0.3691
Query 243: 0.6333
Query 244: 0.0012
Query 245: 0.9167
Query 246: 0.1483
Query 247: 0.1301
Query 248: 0.2087
                                                                                                      0.0
Query 249: 0.0294
Query 250: 0.0000
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
Daedalus, Bilingual German to French, Auto, TD                                                                          Run de2frcomb2s201
Average precision                   Overall statistics                                                                    Recall−Precision Values
(individual queries):               (for 49 queries):                                                 1.0
Query 201: 0.0092                   Total number of documents
Query 202: 0.6184                   over all queries
Query 203: 0.4833                       Retrieved:    49000
Query 204: 0.5778                       Relevant:       915
Query 205: 0.5075                       Rel_ret:        759
                                                                                                     0.8
Query 206: 0.4524
Query 207: 0.3144                   Interpolated Recall -
Query 208: 0.6917                   Precision Averages:
Query 209: 0.0099                       at 0.00       0.5265
Query 210: 0.0944                       at 0.10       0.4736                                         0.6
Query 211: 0.6661                       at 0.20       0.4360
Query 212: 0.1219                       at 0.30       0.4007
Query 213: 0.8043                       at 0.40       0.3551




                                                                    Precision
Query 214: 0.0715                       at 0.50       0.3287
Query 215: 0.0717                       at 0.60       0.2924                                         0.4
Query 216: 0.0146                       at 0.70       0.2606
Query 217: 0.2948                       at 0.80       0.2144
Query 218: 0.8792                       at 0.90       0.1773
Query 219: 0.0136                       at 1.00       0.1265
Query 220: 0.2630                                                                                    0.2
Query 221: 0.4060                   Avg. prec. (non-interpolated)
Query 222: 0.0096                   for all rel. documents
Query 223: 0.0270                                     0.3116
Query 224: 0.6931                   Precision:
Query 225: 0.0127                     At    5 docs:   0.3388                                         0.0
Query 226: 0.0204                     At   10 docs:   0.2939                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 228: 0.0617                     At   15 docs:   0.2680
Query 229: 0.4741                     At   20 docs:   0.2500                                                                        Recall
Query 230: 0.0708                     At   30 docs:   0.2129
Query 231: 0.2812                     At 100 docs:    0.1108
Query 232: 0.0413                     At 200 docs:    0.0651                                                            Run de2frcomb2s201
Query 233: 0.4917                     At 500 docs:    0.0290                                                            Comparison to median by topic
Query 234: 0.3362                     At 1000 docs:   0.0155
Query 235: 0.0002                                                                                    +1.0
Query 236: 0.5586                   R-Precision (prec. after R
Query 237: 0.8893                   (=num_rel) docs. retrieved):
Query 238: 0.3975                       Exact:        0.3051
Query 239: 0.0659
Query 240: 1.0000
Query 241: 0.0006                                                                                    +0.5
Query 242: 0.3635
Query 243: 0.6105
Query 244: 0.0000
Query 245: 0.9167
Query 246: 0.1635
Query 247: 0.0937
Query 248: 0.2938
                                                                                                      0.0
Query 249: 0.0286
Query 250: 0.0001
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
Daedalus, Bilingual German to French, Auto, TD                                                                          Run de2frR2FWnormal
Average precision                   Overall statistics                                                                     Recall−Precision Values
(individual queries):               (for 49 queries):                                                 1.0
Query 201: 0.0093                   Total number of documents
Query 202: 0.6290                   over all queries
Query 203: 0.5995                       Retrieved:    49000
Query 204: 0.5510                       Relevant:       915
Query 205: 0.5019                       Rel_ret:        732
                                                                                                     0.8
Query 206: 0.4780
Query 207: 0.3512                   Interpolated Recall -
Query 208: 0.7708                   Precision Averages:
Query 209: 0.0144                       at 0.00       0.5485
Query 210: 0.1023                       at 0.10       0.4988                                         0.6
Query 211: 0.6696                       at 0.20       0.4469
Query 212: 0.1722                       at 0.30       0.4067
Query 213: 0.8148                       at 0.40       0.3608




                                                                    Precision
Query 214: 0.1030                       at 0.50       0.3360
Query 215: 0.0714                       at 0.60       0.3028                                         0.4
Query 216: 0.0114                       at 0.70       0.2640
Query 217: 0.3329                       at 0.80       0.2185
Query 218: 0.8768                       at 0.90       0.1825
Query 219: 0.0190                       at 1.00       0.1263
Query 220: 0.3041                                                                                    0.2
Query 221: 0.3876                   Avg. prec. (non-interpolated)
Query 222: 0.0079                   for all rel. documents
Query 223: 0.0226                                     0.3201
Query 224: 0.7663                   Precision:
Query 225: 0.0137                     At    5 docs:   0.3429                                         0.0
Query 226: 0.0370                     At   10 docs:   0.2918                                           0.0        0.2        0.4              0.6        0.8   1.0
Query 228: 0.0574                     At   15 docs:   0.2789
Query 229: 0.4643                     At   20 docs:   0.2541                                                                         Recall
Query 230: 0.0423                     At   30 docs:   0.2170
Query 231: 0.1560                     At 100 docs:    0.1073
Query 232: 0.0012                     At 200 docs:    0.0629                                                            Run de2frR2FWnormal
Query 233: 0.4779                     At 500 docs:    0.0281                                                             Comparison to median by topic
Query 234: 0.3344                     At 1000 docs:   0.0149
Query 235: 0.0000                                                                                    +1.0
Query 236: 0.4839                   R-Precision (prec. after R
Query 237: 0.8819                   (=num_rel) docs. retrieved):
Query 238: 0.4226                       Exact:        0.3059
Query 239: 0.0423
Query 240: 1.0000
Query 241: 0.0051                                                                                    +0.5
Query 242: 0.4854
Query 243: 0.6277
Query 244: 0.0000
Query 245: 0.9167
Query 246: 0.1253
Query 247: 0.2597
Query 248: 0.2552
                                                                                                      0.0
Query 249: 0.0270
Query 250: 0.0000
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210       220               230        240   250

                                                                                                                                   Topic number
Daedalus, Bilingual German to French, Auto, TD                                                                          Run de2frR3FWnormal
Average precision                   Overall statistics                                                                     Recall−Precision Values
(individual queries):               (for 49 queries):                                                 1.0
Query 201: 0.0054                   Total number of documents
Query 202: 0.6255                   over all queries
Query 203: 0.5256                       Retrieved:    49000
Query 204: 0.5360                       Relevant:       915
Query 205: 0.5160                       Rel_ret:        749
                                                                                                     0.8
Query 206: 0.4842
Query 207: 0.3116                   Interpolated Recall -
Query 208: 0.7333                   Precision Averages:
Query 209: 0.0150                       at 0.00       0.5340
Query 210: 0.0754                       at 0.10       0.4957                                         0.6
Query 211: 0.6640                       at 0.20       0.4419
Query 212: 0.2042                       at 0.30       0.4081
Query 213: 0.8145                       at 0.40       0.3651




                                                                    Precision
Query 214: 0.1020                       at 0.50       0.3378
Query 215: 0.0715                       at 0.60       0.2965                                         0.4
Query 216: 0.0072                       at 0.70       0.2647
Query 217: 0.3738                       at 0.80       0.2190
Query 218: 0.8768                       at 0.90       0.1806
Query 219: 0.0101                       at 1.00       0.1241
Query 220: 0.2317                                                                                    0.2
Query 221: 0.3978                   Avg. prec. (non-interpolated)
Query 222: 0.0060                   for all rel. documents
Query 223: 0.0213                                     0.3199
Query 224: 0.7663                   Precision:
Query 225: 0.0135                     At    5 docs:   0.3347                                         0.0
Query 226: 0.0385                     At   10 docs:   0.2959                                           0.0        0.2        0.4              0.6        0.8   1.0
Query 228: 0.0552                     At   15 docs:   0.2667
Query 229: 0.4662                     At   20 docs:   0.2500                                                                         Recall
Query 230: 0.0265                     At   30 docs:   0.2156
Query 231: 0.2791                     At 100 docs:    0.1051
Query 232: 0.0178                     At 200 docs:    0.0621                                                            Run de2frR3FWnormal
Query 233: 0.4790                     At 500 docs:    0.0288                                                             Comparison to median by topic
Query 234: 0.3502                     At 1000 docs:   0.0153
Query 235: 0.0000                                                                                    +1.0
Query 236: 0.5736                   R-Precision (prec. after R
Query 237: 0.8819                   (=num_rel) docs. retrieved):
Query 238: 0.4226                       Exact:        0.3013
Query 239: 0.0465
Query 240: 1.0000
Query 241: 0.0030                                                                                    +0.5
Query 242: 0.5775
Query 243: 0.6333
Query 244: 0.0012
Query 245: 0.9167
Query 246: 0.1483
Query 247: 0.1301
Query 248: 0.2087
                                                                                                      0.0
Query 249: 0.0294
Query 250: 0.0000
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210       220               230        240   250

                                                                                                                                   Topic number
Dublin City University, Bilingual German to French, Auto, TD                                                              Run exefrde04a
Average precision                   Overall statistics                                                                    Recall−Precision Values
(individual queries):               (for 49 queries):                                                 1.0
Query 201: 0.0006                   Total number of documents
Query 202: 0.7088                   over all queries
Query 203: 0.0054                       Retrieved:    49000
Query 204: 0.7151                       Relevant:       915
Query 205: 0.1464                       Rel_ret:        704
                                                                                                     0.8
Query 206: 0.4734
Query 207: 0.2345                   Interpolated Recall -
Query 208: 0.8042                   Precision Averages:
Query 209: 0.0000                       at 0.00       0.4662
Query 210: 0.0082                       at 0.10       0.4393                                         0.6
Query 211: 0.8649                       at 0.20       0.4154
Query 212: 0.0904                       at 0.30       0.3623
Query 213: 0.7347                       at 0.40       0.3303




                                                                    Precision
Query 214: 0.0896                       at 0.50       0.3150
Query 215: 0.0435                       at 0.60       0.2921                                         0.4
Query 216: 0.0065                       at 0.70       0.2585
Query 217: 0.4321                       at 0.80       0.2216
Query 218: 0.9062                       at 0.90       0.1772
Query 219: 0.0114                       at 1.00       0.1221
Query 220: 0.0697                                                                                    0.2
Query 221: 0.5591                   Avg. prec. (non-interpolated)
Query 222: 0.0008                   for all rel. documents
Query 223: 0.0267                                     0.2990
Query 224: 0.8722                   Precision:
Query 225: 0.0000                     At    5 docs:   0.3265                                         0.0
Query 226: 0.0270                     At   10 docs:   0.2653                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 228: 0.0115                     At   15 docs:   0.2503
Query 229: 0.5147                     At   20 docs:   0.2347                                                                        Recall
Query 230: 0.0184                     At   30 docs:   0.1980
Query 231: 0.0343                     At 100 docs:    0.0998
Query 232: 0.0048                     At 200 docs:    0.0590                                                               Run exefrde04a
Query 233: 0.5572                     At 500 docs:    0.0267                                                            Comparison to median by topic
Query 234: 0.3435                     At 1000 docs:   0.0144
Query 235: 0.0002                                                                                    +1.0
Query 236: 0.3718                   R-Precision (prec. after R
Query 237: 0.8118                   (=num_rel) docs. retrieved):
Query 238: 0.3510                       Exact:        0.2830
Query 239: 0.0298
Query 240: 1.0000
Query 241: 0.0000                                                                                    +0.5
Query 242: 0.2958
Query 243: 0.5241
Query 244: 0.0000
Query 245: 0.8750
Query 246: 0.2143
Query 247: 0.1779
Query 248: 0.5394
                                                                                                      0.0
Query 249: 0.1429
Query 250: 0.0000
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
Dublin City University, Bilingual German to French, Auto, TD                                                              Run exefrde04q
Average precision                   Overall statistics
(individual queries):               (for 49 queries):                                                                     Recall−Precision Values
                                                                                                      1.0
Query 201: 0.0006                   Total number of documents
Query 202: 0.7020                   over all queries
Query 203: 0.0127                       Retrieved:    49000
Query 204: 0.7254                       Relevant:       915
Query 205: 0.1552                       Rel_ret:        713                                          0.8
Query 206: 0.4646
Query 207: 0.2422                   Interpolated Recall -
Query 208: 0.8042                   Precision Averages:
Query 209: 0.0000                       at 0.00       0.4483
Query 210: 0.0127                       at 0.10       0.4250                                         0.6
Query 211: 0.8731                       at 0.20       0.4002
Query 212: 0.0986                       at 0.30       0.3726
Query 213: 0.7486                       at 0.40       0.3333




                                                                    Precision
Query 214: 0.0024                       at 0.50       0.3183
Query 215: 0.0415                       at 0.60       0.2930                                         0.4
Query 216: 0.0095                       at 0.70       0.2662
Query 217: 0.4083                       at 0.80       0.2275
Query 218: 0.9023                       at 0.90       0.1707
Query 219: 0.0115                       at 1.00       0.1180
Query 220: 0.0761                                                                                    0.2
Query 221: 0.5392                   Avg. prec. (non-interpolated)
Query 222: 0.0007                   for all rel. documents
Query 223: 0.0286                                     0.2963
Query 224: 0.8722                   Precision:
Query 225: 0.0000                     At    5 docs:   0.3102                                         0.0
Query 226: 0.0179                     At   10 docs:   0.2653                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 228: 0.0123                     At   15 docs:   0.2408
Query 229: 0.5234                     At   20 docs:   0.2224                                                                        Recall
Query 230: 0.0536                     At   30 docs:   0.1918
Query 231: 0.0083                     At 100 docs:    0.0990
Query 232: 0.0113                     At 200 docs:    0.0593                                                               Run exefrde04q
Query 233: 0.5615                     At 500 docs:    0.0270
Query 234: 0.3486                     At 1000 docs:   0.0146                                                            Comparison to median by topic
Query 235: 0.0000                                                                                    +1.0
Query 236: 0.4658                   R-Precision (prec. after R
Query 237: 0.8113                   (=num_rel) docs. retrieved):
Query 238: 0.3318                       Exact:        0.2771
Query 239: 0.0114
Query 240: 1.0000
Query 241: 0.0000                                                                                    +0.5
Query 242: 0.3080
Query 243: 0.5347
Query 244: 0.0000
Query 245: 0.8750
Query 246: 0.2144
Query 247: 0.0183
Query 248: 0.5368                                                                                     0.0
Query 249: 0.1429
Query 250: 0.0000
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
Dublin City University, Bilingual German to French, Auto, TD                                                               Run exefrde04t
Average precision                   Overall statistics                                                                    Recall−Precision Values
(individual queries):               (for 49 queries):                                                 1.0
Query 201: 0.0018                   Total number of documents
Query 202: 0.7314                   over all queries
Query 203: 0.0090                       Retrieved:    49000
Query 204: 0.7277                       Relevant:       915
Query 205: 0.2294                       Rel_ret:        727
                                                                                                     0.8
Query 206: 0.4973
Query 207: 0.2478                   Interpolated Recall -
Query 208: 0.7095                   Precision Averages:
Query 209: 0.0000                       at 0.00       0.4579
Query 210: 0.0082                       at 0.10       0.4251                                         0.6
Query 211: 0.8532                       at 0.20       0.4054
Query 212: 0.0875                       at 0.30       0.3637
Query 213: 0.7372                       at 0.40       0.3317




                                                                    Precision
Query 214: 0.0029                       at 0.50       0.3076
Query 215: 0.0399                       at 0.60       0.2841                                         0.4
Query 216: 0.0095                       at 0.70       0.2581
Query 217: 0.4007                       at 0.80       0.2151
Query 218: 0.9039                       at 0.90       0.1694
Query 219: 0.0108                       at 1.00       0.1169
Query 220: 0.0687                                                                                    0.2
Query 221: 0.5576                   Avg. prec. (non-interpolated)
Query 222: 0.0008                   for all rel. documents
Query 223: 0.0221                                     0.2945
Query 224: 0.8889                   Precision:
Query 225: 0.0000                     At    5 docs:   0.3184                                         0.0
Query 226: 0.0222                     At   10 docs:   0.2633                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 228: 0.0128                     At   15 docs:   0.2408
Query 229: 0.5016                     At   20 docs:   0.2194                                                                        Recall
Query 230: 0.0565                     At   30 docs:   0.1946
Query 231: 0.0374                     At 100 docs:    0.0978
Query 232: 0.0210                     At 200 docs:    0.0598                                                               Run exefrde04t
Query 233: 0.5308                     At 500 docs:    0.0276                                                            Comparison to median by topic
Query 234: 0.3506                     At 1000 docs:   0.0148
Query 235: 0.0003                                                                                    +1.0
Query 236: 0.4322                   R-Precision (prec. after R
Query 237: 0.8152                   (=num_rel) docs. retrieved):
Query 238: 0.3390                       Exact:        0.2644
Query 239: 0.0117
Query 240: 1.0000
Query 241: 0.0000                                                                                    +0.5
Query 242: 0.2958
Query 243: 0.5262
Query 244: 0.0000
Query 245: 0.8333
Query 246: 0.2176
Query 247: 0.0185
Query 248: 0.4618
                                                                                                      0.0
Query 249: 0.2000
Query 250: 0.0000
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
Dublin City University, Bilingual Dutch to French, Auto, TD                                                                Run exefrnl04a
Average precision                   Overall statistics                                                                    Recall−Precision Values
(individual queries):               (for 49 queries):                                                 1.0
Query 201: 0.0733                   Total number of documents
Query 202: 0.6593                   over all queries
Query 203: 0.1670                       Retrieved:    49000
Query 204: 0.7869                       Relevant:       915
Query 205: 0.2040                       Rel_ret:        770
                                                                                                     0.8
Query 206: 0.3803
Query 207: 0.3024                   Interpolated Recall -
Query 208: 0.5711                   Precision Averages:
Query 209: 0.0010                       at 0.00       0.5215
Query 210: 0.0007                       at 0.10       0.4669                                         0.6
Query 211: 0.8848                       at 0.20       0.4566
Query 212: 0.0650                       at 0.30       0.3877
Query 213: 0.6340                       at 0.40       0.3593




                                                                    Precision
Query 214: 0.0002                       at 0.50       0.3385
Query 215: 0.0423                       at 0.60       0.3225                                         0.4
Query 216: 0.0105                       at 0.70       0.3025
Query 217: 0.5562                       at 0.80       0.2627
Query 218: 0.9194                       at 0.90       0.2020
Query 219: 0.0209                       at 1.00       0.1454
Query 220: 0.0033                                                                                    0.2
Query 221: 0.4847                   Avg. prec. (non-interpolated)
Query 222: 0.0011                   for all rel. documents
Query 223: 0.0044                                     0.3339
Query 224: 0.9242                   Precision:
Query 225: 0.0037                     At    5 docs:   0.3469                                         0.0
Query 226: 0.0015                     At   10 docs:   0.2959                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 228: 0.4328                     At   15 docs:   0.2680
Query 229: 0.5281                     At   20 docs:   0.2510                                                                        Recall
Query 230: 0.8472                     At   30 docs:   0.2156
Query 231: 0.5092                     At 100 docs:    0.1133
Query 232: 0.0196                     At 200 docs:    0.0653                                                               Run exefrnl04a
Query 233: 0.4759                     At 500 docs:    0.0293                                                            Comparison to median by topic
Query 234: 0.0248                     At 1000 docs:   0.0157
Query 235: 0.9333                                                                                    +1.0
Query 236: 0.1803                   R-Precision (prec. after R
Query 237: 0.7809                   (=num_rel) docs. retrieved):
Query 238: 0.3708                       Exact:        0.2977
Query 239: 0.0045
Query 240: 1.0000
Query 241: 0.0001                                                                                    +0.5
Query 242: 0.0989
Query 243: 0.5262
Query 244: 0.0026
Query 245: 1.0000
Query 246: 0.0886
Query 247: 0.0111
Query 248: 0.7904
                                                                                                      0.0
Query 249: 0.0333
Query 250: 0.0002
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
Dublin City University, Bilingual Dutch to French, Auto, TD                                                                Run exefrnl04t
Average precision                   Overall statistics                                                                    Recall−Precision Values
(individual queries):               (for 49 queries):                                                 1.0
Query 201: 0.0426                   Total number of documents
Query 202: 0.6871                   over all queries
Query 203: 0.1700                       Retrieved:    49000
Query 204: 0.7784                       Relevant:       915
Query 205: 0.2222                       Rel_ret:        777
                                                                                                     0.8
Query 206: 0.3832
Query 207: 0.3315                   Interpolated Recall -
Query 208: 0.6875                   Precision Averages:
Query 209: 0.0016                       at 0.00       0.5097
Query 210: 0.0008                       at 0.10       0.4603                                         0.6
Query 211: 0.8806                       at 0.20       0.4475
Query 212: 0.0876                       at 0.30       0.3772
Query 213: 0.5820                       at 0.40       0.3577




                                                                    Precision
Query 214: 0.0001                       at 0.50       0.3428
Query 215: 0.0385                       at 0.60       0.3269                                         0.4
Query 216: 0.0106                       at 0.70       0.3007
Query 217: 0.5053                       at 0.80       0.2545
Query 218: 0.9118                       at 0.90       0.2033
Query 219: 0.0210                       at 1.00       0.1457
Query 220: 0.0037                                                                                    0.2
Query 221: 0.4921                   Avg. prec. (non-interpolated)
Query 222: 0.0016                   for all rel. documents
Query 223: 0.0049                                     0.3312
Query 224: 0.9444                   Precision:
Query 225: 0.0041                     At    5 docs:   0.3388                                         0.0
Query 226: 0.0017                     At   10 docs:   0.2857                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 228: 0.3997                     At   15 docs:   0.2667
Query 229: 0.5325                     At   20 docs:   0.2449                                                                        Recall
Query 230: 0.8645                     At   30 docs:   0.2136
Query 231: 0.4863                     At 100 docs:    0.1114
Query 232: 0.0229                     At 200 docs:    0.0641                                                                Run exefrnl04t
Query 233: 0.2974                     At 500 docs:    0.0293                                                            Comparison to median by topic
Query 234: 0.0260                     At 1000 docs:   0.0159
Query 235: 0.9056                                                                                    +1.0
Query 236: 0.1333                   R-Precision (prec. after R
Query 237: 0.7895                   (=num_rel) docs. retrieved):
Query 238: 0.5190                       Exact:        0.2992
Query 239: 0.0050
Query 240: 1.0000
Query 241: 0.0001                                                                                    +0.5
Query 242: 0.0919
Query 243: 0.5301
Query 244: 0.0026
Query 245: 0.9167
Query 246: 0.0639
Query 247: 0.0105
Query 248: 0.8058
                                                                                                      0.0
Query 249: 0.0286
Query 250: 0.0002
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
U Padua, Bilingual German to French, Auto, TD                                                                           Run IMSBDEFRN100
Average precision                   Overall statistics                                                                    Recall−Precision Values
(individual queries):               (for 49 queries):                                                 1.0
Query 201: 0.0002                   Total number of documents
Query 202: 0.4183                   over all queries
Query 203: 0.1655                       Retrieved:    45423
Query 204: 0.0007                       Relevant:       915                                          0.8
Query 205: 0.0388                       Rel_ret:        310
Query 206: 0.0005
Query 207: 0.0076                   Interpolated Recall -
Query 208: 0.0018                   Precision Averages:
Query 209: 0.0019                       at 0.00       0.2594
Query 210: 0.0000                       at 0.10       0.2482                                         0.6
Query 211: 0.0001                       at 0.20       0.1970
Query 212: 0.0010                       at 0.30       0.1618
Query 213: 0.0001                       at 0.40       0.1546




                                                                    Precision
Query 214: 0.0005                       at 0.50       0.1436
Query 215: 0.3109                       at 0.60       0.1350                                         0.4
Query 216: 0.0000                       at 0.70       0.1125
Query 217: 0.0000                       at 0.80       0.0893
Query 218: 0.7862                       at 0.90       0.0491
Query 219: 0.0000                       at 1.00       0.0302
Query 220: 0.0000                                                                                    0.2
Query 221: 0.1467                   Avg. prec. (non-interpolated)
Query 222: 0.0008                   for all rel. documents
Query 223: 0.0000                                     0.1384
Query 224: 0.0844                   Precision:
Query 225: 0.0000                     At    5 docs:   0.1714                                         0.0
Query 226: 0.0019                     At   10 docs:   0.1490                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 228: 0.0009                     At   15 docs:   0.1333
Query 229: 0.0044                     At   20 docs:   0.1133                                                                        Recall
Query 230: 0.5918                     At   30 docs:   0.0864
Query 231: 0.0678                     At 100 docs:    0.0390
Query 232: 0.0000                     At 200 docs:    0.0232                                                            Run IMSBDEFRN100
Query 233: 0.1848                     At 500 docs:    0.0114                                                            Comparison to median by topic
Query 234: 0.0000                     At 1000 docs:   0.0063
Query 235: 0.3396                                                                                    +1.0
Query 236: 0.9573                   R-Precision (prec. after R
Query 237: 0.8831                   (=num_rel) docs. retrieved):
Query 238: 0.0456                       Exact:        0.1378
Query 239: 0.0037
Query 240: 0.0000
Query 241: 0.0001                                                                                    +0.5
Query 242: 0.0007
Query 243: 0.1191
Query 244: 0.0000
Query 245: 0.7562
Query 246: 0.0056
Query 247: 0.8542
                                                                                                      0.0
Query 248: 0.0000
Query 249: 0.0000
Query 250: 0.0001
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
U Padua, Bilingual German to French, Auto, TD                                                                           Run IMSBDEFRN50
Average precision                   Overall statistics                                                                    Recall−Precision Values
(individual queries):               (for 49 queries):                                                 1.0
Query 201: 0.0003                   Total number of documents
Query 202: 0.3958                   over all queries
Query 203: 0.1655                       Retrieved:    46422
Query 204: 0.0007                       Relevant:       915
Query 205: 0.0388                       Rel_ret:        376
                                                                                                     0.8
Query 206: 0.0000
Query 207: 0.0073                   Interpolated Recall -
Query 208: 0.0018                   Precision Averages:
Query 209: 0.0019                       at 0.00       0.2749
Query 210: 0.0000                       at 0.10       0.2364                                         0.6
Query 211: 0.0001                       at 0.20       0.1892
Query 212: 0.0000                       at 0.30       0.1669
Query 213: 0.1303                       at 0.40       0.1603




                                                                    Precision
Query 214: 0.0001                       at 0.50       0.1434
Query 215: 0.2533                       at 0.60       0.1349                                         0.4
Query 216: 0.0000                       at 0.70       0.1037
Query 217: 0.0000                       at 0.80       0.0745
Query 218: 0.7916                       at 0.90       0.0470
Query 219: 0.0000                       at 1.00       0.0278
Query 220: 0.0000                                                                                    0.2
Query 221: 0.1471                   Avg. prec. (non-interpolated)
Query 222: 0.0008                   for all rel. documents
Query 223: 0.0000                                     0.1349
Query 224: 0.0288                   Precision:
Query 225: 0.0000                     At    5 docs:   0.1633                                         0.0
Query 226: 0.0019                     At   10 docs:   0.1449                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 228: 0.0009                     At   15 docs:   0.1347
Query 229: 0.0044                     At   20 docs:   0.1122                                                                        Recall
Query 230: 0.5812                     At   30 docs:   0.0925
Query 231: 0.0864                     At 100 docs:    0.0431
Query 232: 0.0000                     At 200 docs:    0.0259                                                            Run IMSBDEFRN50
Query 233: 0.1841                     At 500 docs:    0.0140                                                            Comparison to median by topic
Query 234: 0.0000                     At 1000 docs:   0.0077
Query 235: 0.3396                                                                                    +1.0
Query 236: 0.9573                   R-Precision (prec. after R
Query 237: 0.7952                   (=num_rel) docs. retrieved):
Query 238: 0.0456                       Exact:        0.1374
Query 239: 0.0032
Query 240: 0.0000
Query 241: 0.0002                                                                                    +0.5
Query 242: 0.0009
Query 243: 0.1194
Query 244: 0.0000
Query 245: 0.7583
Query 246: 0.0056
Query 247: 0.7584
Query 248: 0.0018
                                                                                                      0.0
Query 249: 0.0000
Query 250: 0.0001
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
U Padua, Bilingual German to French, Auto, TD                                                                           Run IMSBDEFRP100
Average precision                   Overall statistics                                                                    Recall−Precision Values
(individual queries):               (for 49 queries):                                                 1.0
Query 201: 0.0001                   Total number of documents
Query 202: 0.5251                   over all queries
Query 203: 0.2175                       Retrieved:    46003
Query 204: 0.0005                       Relevant:       915                                          0.8
Query 205: 0.0469                       Rel_ret:        309
Query 206: 0.0017
Query 207: 0.0066                   Interpolated Recall -
Query 208: 0.0016                   Precision Averages:
Query 209: 0.0012                       at 0.00       0.2564
Query 210: 0.0000                       at 0.10       0.2387                                         0.6
Query 211: 0.0000                       at 0.20       0.1905
Query 212: 0.0009                       at 0.30       0.1766
Query 213: 0.0000                       at 0.40       0.1551




                                                                    Precision
Query 214: 0.0003                       at 0.50       0.1431
Query 215: 0.3257                       at 0.60       0.1264                                         0.4
Query 216: 0.0123                       at 0.70       0.1182
Query 217: 0.0000                       at 0.80       0.0940
Query 218: 0.6775                       at 0.90       0.0718
Query 219: 0.0000                       at 1.00       0.0317
Query 220: 0.0000                                                                                    0.2
Query 221: 0.2373                   Avg. prec. (non-interpolated)
Query 222: 0.0050                   for all rel. documents
Query 223: 0.0000                                     0.1411
Query 224: 0.0340                   Precision:
Query 225: 0.0000                     At    5 docs:   0.1755                                         0.0
Query 226: 0.0000                     At   10 docs:   0.1571                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 228: 0.0012                     At   15 docs:   0.1293
Query 229: 0.0028                     At   20 docs:   0.1133                                                                        Recall
Query 230: 0.5088                     At   30 docs:   0.0891
Query 231: 0.0519                     At 100 docs:    0.0422
Query 232: 0.0000                     At 200 docs:    0.0235                                                            Run IMSBDEFRP100
Query 233: 0.1048                     At 500 docs:    0.0104                                                            Comparison to median by topic
Query 234: 0.0123                     At 1000 docs:   0.0063
Query 235: 0.3038                                                                                    +1.0
Query 236: 1.0000                   R-Precision (prec. after R
Query 237: 0.9288                   (=num_rel) docs. retrieved):
Query 238: 0.0387                       Exact:        0.1437
Query 239: 0.0050
Query 240: 0.0000
Query 241: 0.0040                                                                                    +0.5
Query 242: 0.0003
Query 243: 0.1688
Query 244: 0.0000
Query 245: 0.7786
Query 246: 0.0043
Query 247: 0.9043
                                                                                                      0.0
Query 248: 0.0000
Query 249: 0.0000
Query 250: 0.0001
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
U Padua, Bilingual German to French, Auto, TD                                                                           Run IMSBDEFRP50
Average precision                   Overall statistics                                                                    Recall−Precision Values
(individual queries):               (for 49 queries):                                                 1.0
Query 201: 0.0001                   Total number of documents
Query 202: 0.5228                   over all queries
Query 203: 0.2175                       Retrieved:    47002
Query 204: 0.0005                       Relevant:       915
Query 205: 0.0469                       Rel_ret:        379
                                                                                                     0.8
Query 206: 0.0008
Query 207: 0.0052                   Interpolated Recall -
Query 208: 0.0016                   Precision Averages:
Query 209: 0.0012                       at 0.00       0.2669
Query 210: 0.0000                       at 0.10       0.2429                                         0.6
Query 211: 0.0000                       at 0.20       0.1900
Query 212: 0.0000                       at 0.30       0.1775
Query 213: 0.1018                       at 0.40       0.1613




                                                                    Precision
Query 214: 0.0000                       at 0.50       0.1473
Query 215: 0.3079                       at 0.60       0.1281                                         0.4
Query 216: 0.0123                       at 0.70       0.1119
Query 217: 0.0000                       at 0.80       0.0878
Query 218: 0.6540                       at 0.90       0.0538
Query 219: 0.0000                       at 1.00       0.0266
Query 220: 0.0000                                                                                    0.2
Query 221: 0.2376                   Avg. prec. (non-interpolated)
Query 222: 0.0050                   for all rel. documents
Query 223: 0.0000                                     0.1388
Query 224: 0.0185                   Precision:
Query 225: 0.0000                     At    5 docs:   0.1714                                         0.0
Query 226: 0.0000                     At   10 docs:   0.1510                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 228: 0.0012                     At   15 docs:   0.1320
Query 229: 0.0028                     At   20 docs:   0.1153                                                                        Recall
Query 230: 0.5022                     At   30 docs:   0.0905
Query 231: 0.0643                     At 100 docs:    0.0465
Query 232: 0.0000                     At 200 docs:    0.0276                                                            Run IMSBDEFRP50
Query 233: 0.1037                     At 500 docs:    0.0131                                                            Comparison to median by topic
Query 234: 0.0128                     At 1000 docs:   0.0077
Query 235: 0.3038                                                                                    +1.0
Query 236: 1.0000                   R-Precision (prec. after R
Query 237: 0.8454                   (=num_rel) docs. retrieved):
Query 238: 0.0387                       Exact:        0.1392
Query 239: 0.0042
Query 240: 0.0000
Query 241: 0.0040                                                                                    +0.5
Query 242: 0.0004
Query 243: 0.1670
Query 244: 0.0000
Query 245: 0.7756
Query 246: 0.0043
Query 247: 0.8047
Query 248: 0.0314
                                                                                                      0.0
Query 249: 0.0000
Query 250: 0.0013
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
U Padua, Bilingual German to French, Auto, TD                                                                           Run IMSBDEFRUd651
Average precision                   Overall statistics                                                                     Recall−Precision Values
(individual queries):               (for 49 queries):                                                 1.0
Query 201: 0.0000                   Total number of documents
Query 202: 0.3963                   over all queries
Query 203: 0.1483                       Retrieved:    45423
Query 204: 0.0005                       Relevant:       915
Query 205: 0.0458                       Rel_ret:        304
                                                                                                     0.8
Query 206: 0.0014
Query 207: 0.0085                   Interpolated Recall -
Query 208: 0.0018                   Precision Averages:
Query 209: 0.0014                       at 0.00       0.2530
Query 210: 0.0000                       at 0.10       0.2381                                         0.6
Query 211: 0.0001                       at 0.20       0.1834
Query 212: 0.0008                       at 0.30       0.1657
Query 213: 0.0001                       at 0.40       0.1513




                                                                    Precision
Query 214: 0.0004                       at 0.50       0.1431
Query 215: 0.3220                       at 0.60       0.1278                                         0.4
Query 216: 0.0063                       at 0.70       0.1163
Query 217: 0.0000                       at 0.80       0.0905
Query 218: 0.7620                       at 0.90       0.0671
Query 219: 0.0000                       at 1.00       0.0351
Query 220: 0.0000                                                                                    0.2
Query 221: 0.1764                   Avg. prec. (non-interpolated)
Query 222: 0.0065                   for all rel. documents
Query 223: 0.0000                                     0.1377
Query 224: 0.0337                   Precision:
Query 225: 0.0000                     At    5 docs:   0.1673                                         0.0
Query 226: 0.0019                     At   10 docs:   0.1531                                           0.0        0.2        0.4              0.6        0.8   1.0
Query 228: 0.0009                     At   15 docs:   0.1265
Query 229: 0.0038                     At   20 docs:   0.1102                                                                         Recall
Query 230: 0.5393                     At   30 docs:   0.0891
Query 231: 0.0439                     At 100 docs:    0.0398
Query 232: 0.0000                     At 200 docs:    0.0222                                                            Run IMSBDEFRUd651
Query 233: 0.1398                     At 500 docs:    0.0105                                                             Comparison to median by topic
Query 234: 0.0000                     At 1000 docs:   0.0062
Query 235: 0.3175                                                                                    +1.0
Query 236: 1.0000                   R-Precision (prec. after R
Query 237: 0.9346                   (=num_rel) docs. retrieved):
Query 238: 0.0415                       Exact:        0.1390
Query 239: 0.0034
Query 240: 0.0000
Query 241: 0.0002                                                                                    +0.5
Query 242: 0.0010
Query 243: 0.1140
Query 244: 0.0000
Query 245: 0.7845
Query 246: 0.0054
Query 247: 0.9025
Query 248: 0.0000
                                                                                                      0.0
Query 249: 0.0000
Query 250: 0.0001
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210       220               230        240   250

                                                                                                                                   Topic number
U Padua, Bilingual German to French, Auto, TD                                                                           Run IMSBDEFRUd655
Average precision                   Overall statistics                                                                     Recall−Precision Values
(individual queries):               (for 49 queries):                                                 1.0
Query 201: 0.0001                   Total number of documents
Query 202: 0.3693                   over all queries
Query 203: 0.1483                       Retrieved:    46422
Query 204: 0.0005                       Relevant:       915
Query 205: 0.0458                       Rel_ret:        369
                                                                                                     0.8
Query 206: 0.0008
Query 207: 0.0080                   Interpolated Recall -
Query 208: 0.0017                   Precision Averages:
Query 209: 0.0014                       at 0.00       0.2726
Query 210: 0.0000                       at 0.10       0.2419                                         0.6
Query 211: 0.0001                       at 0.20       0.1872
Query 212: 0.0000                       at 0.30       0.1657
Query 213: 0.1612                       at 0.40       0.1546




                                                                    Precision
Query 214: 0.0001                       at 0.50       0.1457
Query 215: 0.2865                       at 0.60       0.1298                                         0.4
Query 216: 0.0063                       at 0.70       0.1139
Query 217: 0.0000                       at 0.80       0.0809
Query 218: 0.7777                       at 0.90       0.0540
Query 219: 0.0000                       at 1.00       0.0287
Query 220: 0.0000                                                                                    0.2
Query 221: 0.1763                   Avg. prec. (non-interpolated)
Query 222: 0.0075                   for all rel. documents
Query 223: 0.0000                                     0.1365
Query 224: 0.0142                   Precision:
Query 225: 0.0000                     At    5 docs:   0.1633                                         0.0
Query 226: 0.0019                     At   10 docs:   0.1490                                           0.0        0.2        0.4              0.6        0.8   1.0
Query 228: 0.0009                     At   15 docs:   0.1279
Query 229: 0.0038                     At   20 docs:   0.1153                                                                         Recall
Query 230: 0.5341                     At   30 docs:   0.0952
Query 231: 0.0499                     At 100 docs:    0.0453
Query 232: 0.0000                     At 200 docs:    0.0261                                                            Run IMSBDEFRUd655
Query 233: 0.1399                     At 500 docs:    0.0123                                                             Comparison to median by topic
Query 234: 0.0000                     At 1000 docs:   0.0075
Query 235: 0.3175                                                                                    +1.0
Query 236: 1.0000                   R-Precision (prec. after R
Query 237: 0.8648                   (=num_rel) docs. retrieved):
Query 238: 0.0415                       Exact:        0.1360
Query 239: 0.0039
Query 240: 0.0000
Query 241: 0.0002                                                                                    +0.5
Query 242: 0.0011
Query 243: 0.1137
Query 244: 0.0000
Query 245: 0.7812
Query 246: 0.0054
Query 247: 0.8174
Query 248: 0.0031
                                                                                                      0.0
Query 249: 0.0000
Query 250: 0.0001
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210       220               230        240   250

                                                                                                                                   Topic number
NII Group, Bilingual German to French, Auto, TD                                                                             Run NiiDic03
Average precision                   Overall statistics                                                                    Recall−Precision Values
(individual queries):               (for 49 queries):                                                 1.0
Query 201: 0.0000                   Total number of documents
Query 202: 0.6242                   over all queries
Query 203: 0.4989                       Retrieved:    49000
Query 204: 0.8378                       Relevant:       915
Query 205: 0.4484                       Rel_ret:        636
                                                                                                     0.8
Query 206: 0.1416
Query 207: 0.3465                   Interpolated Recall -
Query 208: 0.3723                   Precision Averages:
Query 209: 0.0000                       at 0.00       0.3985
Query 210: 0.0241                       at 0.10       0.3619                                         0.6
Query 211: 0.8339                       at 0.20       0.3398
Query 212: 0.0003                       at 0.30       0.3272
Query 213: 0.6929                       at 0.40       0.3106




                                                                    Precision
Query 214: 0.0022                       at 0.50       0.2785
Query 215: 0.0238                       at 0.60       0.2550                                         0.4
Query 216: 0.0000                       at 0.70       0.2398
Query 217: 0.0130                       at 0.80       0.2140
Query 218: 0.9532                       at 0.90       0.1881
Query 219: 0.0000                       at 1.00       0.1157
Query 220: 0.0093                                                                                    0.2
Query 221: 0.6755                   Avg. prec. (non-interpolated)
Query 222: 0.0000                   for all rel. documents
Query 223: 0.0000                                     0.2690
Query 224: 0.0005                   Precision:
Query 225: 0.0011                     At    5 docs:   0.2694                                         0.0
Query 226: 0.0132                     At   10 docs:   0.2429                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 228: 0.0000                     At   15 docs:   0.2259
Query 229: 0.3069                     At   20 docs:   0.2133                                                                        Recall
Query 230: 0.8277                     At   30 docs:   0.1884
Query 231: 0.5953                     At 100 docs:    0.1000
Query 232: 0.0000                     At 200 docs:    0.0580                                                                Run NiiDic03
Query 233: 0.1772                     At 500 docs:    0.0250                                                            Comparison to median by topic
Query 234: 0.0000                     At 1000 docs:   0.0130
Query 235: 0.6221                                                                                    +1.0
Query 236: 0.0513                   R-Precision (prec. after R
Query 237: 0.7915                   (=num_rel) docs. retrieved):
Query 238: 0.3302                       Exact:        0.2549
Query 239: 0.0008
Query 240: 1.0000
Query 241: 0.0203                                                                                    +0.5
Query 242: 0.1070
Query 243: 0.4546
Query 244: 0.0128
Query 245: 0.3201
Query 246: 0.0267
Query 247: 0.9500
Query 248: 0.0003
                                                                                                      0.0
Query 249: 0.0455
Query 250: 0.0266
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
NII Group, Bilingual German to French, Auto, TD                                                                             Run NiiDic04
Average precision                   Overall statistics                                                                    Recall−Precision Values
(individual queries):               (for 49 queries):                                                 1.0
Query 201: 0.0000                   Total number of documents
Query 202: 0.6242                   over all queries
Query 203: 0.5970                       Retrieved:    49000
Query 204: 0.8426                       Relevant:       915
Query 205: 0.4529                       Rel_ret:        639
                                                                                                     0.8
Query 206: 0.2009
Query 207: 0.3526                   Interpolated Recall -
Query 208: 0.3696                   Precision Averages:
Query 209: 0.0000                       at 0.00       0.3963
Query 210: 0.0238                       at 0.10       0.3738                                         0.6
Query 211: 0.7887                       at 0.20       0.3516
Query 212: 0.0003                       at 0.30       0.3343
Query 213: 0.7976                       at 0.40       0.3218




                                                                    Precision
Query 214: 0.0021                       at 0.50       0.2911
Query 215: 0.0134                       at 0.60       0.2723                                         0.4
Query 216: 0.0000                       at 0.70       0.2491
Query 217: 0.0131                       at 0.80       0.2102
Query 218: 0.9333                       at 0.90       0.1845
Query 219: 0.0000                       at 1.00       0.1128
Query 220: 0.0089                                                                                    0.2
Query 221: 0.6753                   Avg. prec. (non-interpolated)
Query 222: 0.0002                   for all rel. documents
Query 223: 0.0000                                     0.2746
Query 224: 0.0065                   Precision:
Query 225: 0.0000                     At    5 docs:   0.2857                                         0.0
Query 226: 0.0000                     At   10 docs:   0.2551                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 228: 0.0000                     At   15 docs:   0.2286
Query 229: 0.4254                     At   20 docs:   0.2102                                                                        Recall
Query 230: 0.7795                     At   30 docs:   0.1878
Query 231: 0.4517                     At 100 docs:    0.0984
Query 232: 0.0000                     At 200 docs:    0.0576                                                                Run NiiDic04
Query 233: 0.0955                     At 500 docs:    0.0248                                                            Comparison to median by topic
Query 234: 0.0000                     At 1000 docs:   0.0130
Query 235: 0.6505                                                                                    +1.0
Query 236: 0.0513                   R-Precision (prec. after R
Query 237: 0.7929                   (=num_rel) docs. retrieved):
Query 238: 0.3328                       Exact:        0.2542
Query 239: 0.0044
Query 240: 1.0000
Query 241: 0.0194                                                                                    +0.5
Query 242: 0.0026
Query 243: 0.4327
Query 244: 0.0149
Query 245: 0.6522
Query 246: 0.0251
Query 247: 0.9500
Query 248: 0.0000
                                                                                                      0.0
Query 249: 0.0476
Query 250: 0.0218
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
NII Group, Bilingual German to French, Auto, TD                                                                             Run NiiDic05
Average precision                   Overall statistics                                                                    Recall−Precision Values
(individual queries):               (for 49 queries):                                                 1.0
Query 201: 0.0000                   Total number of documents
Query 202: 0.2921                   over all queries
Query 203: 0.0159                       Retrieved:    49000
Query 204: 0.1024                       Relevant:       915
Query 205: 0.3757                       Rel_ret:        497
                                                                                                     0.8
Query 206: 0.0355
Query 207: 0.0059                   Interpolated Recall -
Query 208: 0.0756                   Precision Averages:
Query 209: 0.0136                       at 0.00       0.2558
Query 210: 0.0000                       at 0.10       0.1867                                         0.6
Query 211: 0.3657                       at 0.20       0.1504
Query 212: 0.0006                       at 0.30       0.1328
Query 213: 0.2426                       at 0.40       0.1135




                                                                    Precision
Query 214: 0.0000                       at 0.50       0.0993
Query 215: 0.0061                       at 0.60       0.0928                                         0.4
Query 216: 0.0026                       at 0.70       0.0813
Query 217: 0.0000                       at 0.80       0.0486
Query 218: 0.8493                       at 0.90       0.0311
Query 219: 0.0000                       at 1.00       0.0055
Query 220: 0.0000                                                                                    0.2
Query 221: 0.2449                   Avg. prec. (non-interpolated)
Query 222: 0.0096                   for all rel. documents
Query 223: 0.0000                                     0.1015
Query 224: 0.0702                   Precision:
Query 225: 0.0000                     At    5 docs:   0.1306                                         0.0
Query 226: 0.0021                     At   10 docs:   0.1122                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 228: 0.0045                     At   15 docs:   0.1020
Query 229: 0.0128                     At   20 docs:   0.0929                                                                        Recall
Query 230: 0.0015                     At   30 docs:   0.0878
Query 231: 0.1920                     At 100 docs:    0.0490
Query 232: 0.0000                     At 200 docs:    0.0309                                                                Run NiiDic05
Query 233: 0.0367                     At 500 docs:    0.0169                                                            Comparison to median by topic
Query 234: 0.0000                     At 1000 docs:   0.0101
Query 235: 0.0212                                                                                    +1.0
Query 236: 0.0202                   R-Precision (prec. after R
Query 237: 0.0108                   (=num_rel) docs. retrieved):
Query 238: 0.0588                       Exact:        0.1024
Query 239: 0.0612
Query 240: 0.1111
Query 241: 0.0069                                                                                    +0.5
Query 242: 0.0063
Query 243: 0.2212
Query 244: 0.0000
Query 245: 0.7500
Query 246: 0.0707
Query 247: 0.6593
Query 248: 0.0000
                                                                                                      0.0
Query 249: 0.0175
Query 250: 0.0000
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
NII Group, Bilingual German to French, Auto, TD                                                                             Run NiiMt02
Average precision                   Overall statistics                                                                    Recall−Precision Values
(individual queries):               (for 49 queries):                                                 1.0
Query 201: 0.0632                   Total number of documents
Query 202: 0.5808                   over all queries
Query 203: 0.4555                       Retrieved:    49000
Query 204: 0.6646                       Relevant:       915
Query 205: 0.2886                       Rel_ret:        799
                                                                                                     0.8
Query 206: 0.3261
Query 207: 0.3516                   Interpolated Recall -
Query 208: 0.7333                   Precision Averages:
Query 209: 0.0007                       at 0.00       0.4559
Query 210: 0.0555                       at 0.10       0.4340                                         0.6
Query 211: 0.8408                       at 0.20       0.4260
Query 212: 0.1784                       at 0.30       0.4030
Query 213: 0.8106                       at 0.40       0.3820




                                                                    Precision
Query 214: 0.0592                       at 0.50       0.3618
Query 215: 0.0425                       at 0.60       0.3441                                         0.4
Query 216: 0.0453                       at 0.70       0.3259
Query 217: 0.4580                       at 0.80       0.2789
Query 218: 0.9289                       at 0.90       0.2326
Query 219: 0.0000                       at 1.00       0.1612
Query 220: 0.0292                                                                                    0.2
Query 221: 0.6484                   Avg. prec. (non-interpolated)
Query 222: 0.0016                   for all rel. documents
Query 223: 0.0067                                     0.3368
Query 224: 0.9762                   Precision:
Query 225: 0.0333                     At    5 docs:   0.3265                                         0.0
Query 226: 0.0106                     At   10 docs:   0.3102                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 228: 0.8165                     At   15 docs:   0.2871
Query 229: 0.3137                     At   20 docs:   0.2684                                                                        Recall
Query 230: 0.8350                     At   30 docs:   0.2313
Query 231: 0.2715                     At 100 docs:    0.1231
Query 232: 0.0030                     At 200 docs:    0.0713                                                                 Run NiiMt02
Query 233: 0.0666                     At 500 docs:    0.0310                                                            Comparison to median by topic
Query 234: 0.0040                     At 1000 docs:   0.0163
Query 235: 0.0428                                                                                    +1.0
Query 236: 0.9588                   R-Precision (prec. after R
Query 237: 0.7801                   (=num_rel) docs. retrieved):
Query 238: 0.2467                       Exact:        0.3125
Query 239: 0.1949
Query 240: 1.0000
Query 241: 0.0126                                                                                    +0.5
Query 242: 0.2816
Query 243: 0.3925
Query 244: 0.0120
Query 245: 0.7577
Query 246: 0.0741
Query 247: 0.0416
Query 248: 0.7128
                                                                                                      0.0
Query 249: 0.0556
Query 250: 0.0419
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
Daedalus, Bilingual Dutch to French, Auto, TD                                                                                Run nl2frav
Average precision                   Overall statistics                                                                    Recall−Precision Values
(individual queries):               (for 49 queries):                                                 1.0
Query 201: 0.2354                   Total number of documents
Query 202: 0.5703                   over all queries
Query 203: 0.1587                       Retrieved:    49000
Query 204: 0.8211                       Relevant:       915
Query 205: 0.4068                       Rel_ret:        755
                                                                                                     0.8
Query 206: 0.4675
Query 207: 0.3206                   Interpolated Recall -
Query 208: 0.7431                   Precision Averages:
Query 209: 0.1231                       at 0.00       0.5628
Query 210: 0.0110                       at 0.10       0.5149                                         0.6
Query 211: 0.7423                       at 0.20       0.4599
Query 212: 0.1308                       at 0.30       0.4088
Query 213: 0.6358                       at 0.40       0.3785




                                                                    Precision
Query 214: 0.0000                       at 0.50       0.3594
Query 215: 0.0710                       at 0.60       0.3296                                         0.4
Query 216: 0.0517                       at 0.70       0.2984
Query 217: 0.4782                       at 0.80       0.2668
Query 218: 0.8929                       at 0.90       0.2224
Query 219: 0.0217                       at 1.00       0.1668
Query 220: 0.0019                                                                                    0.2
Query 221: 0.3326                   Avg. prec. (non-interpolated)
Query 222: 0.0165                   for all rel. documents
Query 223: 0.0017                                     0.3505
Query 224: 0.9583                   Precision:
Query 225: 0.0263                     At    5 docs:   0.3878                                         0.0
Query 226: 0.0263                     At   10 docs:   0.3306                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 228: 0.2451                     At   15 docs:   0.2884
Query 229: 0.4732                     At   20 docs:   0.2673                                                                        Recall
Query 230: 0.9224                     At   30 docs:   0.2238
Query 231: 0.6693                     At 100 docs:    0.1147
Query 232: 0.0009                     At 200 docs:    0.0643                                                                  Run nl2frav
Query 233: 0.4265                     At 500 docs:    0.0287                                                            Comparison to median by topic
Query 234: 0.0090                     At 1000 docs:   0.0154
Query 235: 0.9167                                                                                    +1.0
Query 236: 0.0653                   R-Precision (prec. after R
Query 237: 0.8526                   (=num_rel) docs. retrieved):
Query 238: 0.5550                       Exact:        0.3387
Query 239: 0.0161
Query 240: 1.0000
Query 241: 0.0146                                                                                    +0.5
Query 242: 0.1823
Query 243: 0.6168
Query 244: 0.0000
Query 245: 1.0000
Query 246: 0.0543
Query 247: 0.0156
Query 248: 0.8775
                                                                                                      0.0
Query 249: 0.0127
Query 250: 0.0008
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
Daedalus, Bilingual Dutch to French, Auto, TD                                                                           Run nl2frcomb1s101
Average precision                   Overall statistics                                                                    Recall−Precision Values
(individual queries):               (for 49 queries):                                                 1.0
Query 201: 0.2363                   Total number of documents
Query 202: 0.5844                   over all queries
Query 203: 0.1392                       Retrieved:    49000
Query 204: 0.8075                       Relevant:       915
Query 205: 0.4185                       Rel_ret:        749
                                                                                                     0.8
Query 206: 0.4710
Query 207: 0.3120                   Interpolated Recall -
Query 208: 0.7463                   Precision Averages:
Query 209: 0.1015                       at 0.00       0.5515
Query 210: 0.0128                       at 0.10       0.4966                                         0.6
Query 211: 0.7389                       at 0.20       0.4521
Query 212: 0.1303                       at 0.30       0.4108
Query 213: 0.6452                       at 0.40       0.3804




                                                                    Precision
Query 214: 0.0000                       at 0.50       0.3534
Query 215: 0.0716                       at 0.60       0.3229                                         0.4
Query 216: 0.0548                       at 0.70       0.2930
Query 217: 0.4784                       at 0.80       0.2639
Query 218: 0.8963                       at 0.90       0.2175
Query 219: 0.0191                       at 1.00       0.1595
Query 220: 0.0019                                                                                    0.2
Query 221: 0.3284                   Avg. prec. (non-interpolated)
Query 222: 0.0162                   for all rel. documents
Query 223: 0.0006                                     0.3449
Query 224: 0.9444                   Precision:
Query 225: 0.0278                     At    5 docs:   0.3755                                         0.0
Query 226: 0.0263                     At   10 docs:   0.3306                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 228: 0.2424                     At   15 docs:   0.2857
Query 229: 0.4714                     At   20 docs:   0.2663                                                                        Recall
Query 230: 0.9172                     At   30 docs:   0.2252
Query 231: 0.5513                     At 100 docs:    0.1147
Query 232: 0.0002                     At 200 docs:    0.0635                                                            Run nl2frcomb1s101
Query 233: 0.4374                     At 500 docs:    0.0287                                                            Comparison to median by topic
Query 234: 0.0064                     At 1000 docs:   0.0153
Query 235: 0.9167                                                                                    +1.0
Query 236: 0.0461                   R-Precision (prec. after R
Query 237: 0.8597                   (=num_rel) docs. retrieved):
Query 238: 0.4550                       Exact:        0.3352
Query 239: 0.0182
Query 240: 1.0000
Query 241: 0.0174                                                                                    +0.5
Query 242: 0.1830
Query 243: 0.6136
Query 244: 0.0000
Query 245: 1.0000
Query 246: 0.0471
Query 247: 0.0101
Query 248: 0.8828
                                                                                                      0.0
Query 249: 0.0127
Query 250: 0.0003
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
Daedalus, Bilingual Dutch to French, Auto, TD                                                                           Run nl2frR4FWnormal
Average precision                   Overall statistics                                                                     Recall−Precision Values
(individual queries):               (for 49 queries):                                                 1.0
Query 201: 0.2363                   Total number of documents
Query 202: 0.5844                   over all queries
Query 203: 0.1392                       Retrieved:    49000
Query 204: 0.8075                       Relevant:       915
Query 205: 0.4324                       Rel_ret:        749
                                                                                                     0.8
Query 206: 0.4710
Query 207: 0.3120                   Interpolated Recall -
Query 208: 0.7463                   Precision Averages:
Query 209: 0.1015                       at 0.00       0.5583
Query 210: 0.0128                       at 0.10       0.5034                                         0.6
Query 211: 0.7389                       at 0.20       0.4590
Query 212: 0.1303                       at 0.30       0.4108
Query 213: 0.6452                       at 0.40       0.3804




                                                                    Precision
Query 214: 0.0000                       at 0.50       0.3534
Query 215: 0.0716                       at 0.60       0.3229                                         0.4
Query 216: 0.0548                       at 0.70       0.2930
Query 217: 0.4784                       at 0.80       0.2639
Query 218: 0.8963                       at 0.90       0.2175
Query 219: 0.0191                       at 1.00       0.1595
Query 220: 0.0019                                                                                    0.2
Query 221: 0.3284                   Avg. prec. (non-interpolated)
Query 222: 0.0162                   for all rel. documents
Query 223: 0.0006                                     0.3472
Query 224: 0.9444                   Precision:
Query 225: 0.0278                     At    5 docs:   0.3755                                         0.0
Query 226: 0.0263                     At   10 docs:   0.3306                                           0.0        0.2        0.4              0.6        0.8   1.0
Query 228: 0.2424                     At   15 docs:   0.2857
Query 229: 0.4714                     At   20 docs:   0.2663                                                                         Recall
Query 230: 0.9172                     At   30 docs:   0.2252
Query 231: 0.5513                     At 100 docs:    0.1147
Query 232: 0.0002                     At 200 docs:    0.0635                                                            Run nl2frR4FWnormal
Query 233: 0.4374                     At 500 docs:    0.0287                                                             Comparison to median by topic
Query 234: 0.0064                     At 1000 docs:   0.0153
Query 235: 0.9167                                                                                    +1.0
Query 236: 0.0461                   R-Precision (prec. after R
Query 237: 0.8597                   (=num_rel) docs. retrieved):
Query 238: 0.5550                       Exact:        0.3352
Query 239: 0.0182
Query 240: 1.0000
Query 241: 0.0174                                                                                    +0.5
Query 242: 0.1830
Query 243: 0.6136
Query 244: 0.0000
Query 245: 1.0000
Query 246: 0.0471
Query 247: 0.0101
Query 248: 0.8828
                                                                                                      0.0
Query 249: 0.0127
Query 250: 0.0003
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210       220               230        240   250

                                                                                                                                   Topic number
Daedalus, Bilingual Dutch to French, Auto, TD                                                                           Run nl2frR5FWnormal
Average precision                   Overall statistics                                                                     Recall−Precision Values
(individual queries):               (for 49 queries):                                                 1.0
Query 201: 0.2370                   Total number of documents
Query 202: 0.5891                   over all queries
Query 203: 0.1330                       Retrieved:    49000
Query 204: 0.8037                       Relevant:       915
Query 205: 0.4332                       Rel_ret:        754
                                                                                                     0.8
Query 206: 0.4722
Query 207: 0.3119                   Interpolated Recall -
Query 208: 0.7431                   Precision Averages:
Query 209: 0.1014                       at 0.00       0.5598
Query 210: 0.0124                       at 0.10       0.5021                                         0.6
Query 211: 0.7440                       at 0.20       0.4584
Query 212: 0.1436                       at 0.30       0.4115
Query 213: 0.6512                       at 0.40       0.3817




                                                                    Precision
Query 214: 0.0000                       at 0.50       0.3560
Query 215: 0.0694                       at 0.60       0.3262                                         0.4
Query 216: 0.0556                       at 0.70       0.2955
Query 217: 0.4743                       at 0.80       0.2674
Query 218: 0.8932                       at 0.90       0.2188
Query 219: 0.0182                       at 1.00       0.1593
Query 220: 0.0018                                                                                    0.2
Query 221: 0.3279                   Avg. prec. (non-interpolated)
Query 222: 0.0159                   for all rel. documents
Query 223: 0.0007                                     0.3483
Query 224: 0.9444                   Precision:
Query 225: 0.0238                     At    5 docs:   0.3837                                         0.0
Query 226: 0.0263                     At   10 docs:   0.3286                                           0.0        0.2        0.4              0.6        0.8   1.0
Query 228: 0.2366                     At   15 docs:   0.2871
Query 229: 0.4724                     At   20 docs:   0.2684                                                                         Recall
Query 230: 0.9172                     At   30 docs:   0.2252
Query 231: 0.5948                     At 100 docs:    0.1149
Query 232: 0.0002                     At 200 docs:    0.0640                                                            Run nl2frR5FWnormal
Query 233: 0.4392                     At 500 docs:    0.0289                                                             Comparison to median by topic
Query 234: 0.0031                     At 1000 docs:   0.0154
Query 235: 0.9167                                                                                    +1.0
Query 236: 0.0624                   R-Precision (prec. after R
Query 237: 0.8597                   (=num_rel) docs. retrieved):
Query 238: 0.5425                       Exact:        0.3400
Query 239: 0.0188
Query 240: 1.0000
Query 241: 0.0226                                                                                    +0.5
Query 242: 0.1832
Query 243: 0.6131
Query 244: 0.0000
Query 245: 1.0000
Query 246: 0.0493
Query 247: 0.0098
Query 248: 0.8850
                                                                                                      0.0
Query 249: 0.0141
Query 250: 0.0006
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210       220               230        240   250

                                                                                                                                   Topic number
SICS, Bilingual Swedish to French, Auto, TD                                                                              Run SICSsvfrQF
Average precision                   Overall statistics
                                                                                                                          Recall−Precision Values
(individual queries):               (for 49 queries):
                                                                                                      1.0
Query 201: 0.0533                   Total number of documents
Query 202: 0.5339                   over all queries
Query 203: 0.4034                       Retrieved:    49000
Query 204: 0.8165                       Relevant:       915
Query 205: 0.3336                       Rel_ret:        784                                          0.8
Query 206: 0.1266
Query 207: 0.0823                   Interpolated Recall -
Query 208: 0.5087                   Precision Averages:
Query 209: 0.0009                       at 0.00       0.5023
Query 210: 0.3382                       at 0.10       0.4320                                         0.6
Query 211: 0.6426                       at 0.20       0.3602
Query 212: 0.1999                       at 0.30       0.3350
Query 213: 0.5669                       at 0.40       0.2958




                                                                    Precision
Query 214: 0.0000                       at 0.50       0.2680
Query 215: 0.0611                       at 0.60       0.2372                                         0.4
Query 216: 0.0007                       at 0.70       0.2070
Query 217: 0.1969                       at 0.80       0.1708
Query 218: 0.8344                       at 0.90       0.1486
Query 219: 0.0014                       at 1.00       0.0832
Query 220: 0.0127                                                                                    0.2
Query 221: 0.1899                   Avg. prec. (non-interpolated)
Query 222: 0.0076                   for all rel. documents
Query 223: 0.0004                                     0.2622
Query 224: 0.6663                   Precision:
Query 225: 0.0026                     At    5 docs:   0.2980                                         0.0
Query 226: 0.0000                     At   10 docs:   0.2449                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 228: 0.0565                     At   15 docs:   0.2204
Query 229: 0.0004                     At   20 docs:   0.2010                                                                        Recall
Query 230: 0.5194                     At   30 docs:   0.1830
Query 231: 0.2795                     At 100 docs:    0.1088
Query 232: 0.1573                     At 200 docs:    0.0665                                                              Run SICSsvfrQF
Query 233: 0.3612                     At 500 docs:    0.0301
Query 234: 0.0833                     At 1000 docs:   0.0160
                                                                                                                        Comparison to median by topic
Query 235: 0.8179                                                                                    +1.0
Query 236: 0.2021                   R-Precision (prec. after R
Query 237: 0.9164                   (=num_rel) docs. retrieved):
Query 238: 0.1135                       Exact:        0.2586
Query 239: 0.0590
Query 240: 1.0000
Query 241: 0.0351                                                                                    +0.5
Query 242: 0.0222
Query 243: 0.3921
Query 244: 0.0833
Query 245: 0.7524
Query 246: 0.0454
Query 247: 0.0030
Query 248: 0.3361                                                                                     0.0
Query 249: 0.0164
Query 250: 0.0154
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
Thomson Legal, Bilingual German to French, Auto, TD                                                                         Run tlrde2fr1
Average precision                   Overall statistics                                                                    Recall−Precision Values
(individual queries):               (for 49 queries):                                                 1.0
Query 201: 0.0769                   Total number of documents
Query 202: 0.1873                   over all queries
Query 203: 0.1930                       Retrieved:    49000
Query 204: 0.4244                       Relevant:       915
Query 205: 0.2558                       Rel_ret:        685
                                                                                                     0.8
Query 206: 0.1727
Query 207: 0.0000                   Interpolated Recall -
Query 208: 0.8042                   Precision Averages:
Query 209: 0.3111                       at 0.00       0.5240
Query 210: 0.2988                       at 0.10       0.4785                                         0.6
Query 211: 0.7595                       at 0.20       0.4214
Query 212: 0.1973                       at 0.30       0.3397
Query 213: 0.7137                       at 0.40       0.3006




                                                                    Precision
Query 214: 0.0001                       at 0.50       0.2731
Query 215: 0.1135                       at 0.60       0.2308                                         0.4
Query 216: 0.0026                       at 0.70       0.2054
Query 217: 0.3126                       at 0.80       0.1690
Query 218: 0.8101                       at 0.90       0.1374
Query 219: 0.2341                       at 1.00       0.0999
Query 220: 0.0638                                                                                    0.2
Query 221: 0.4650                   Avg. prec. (non-interpolated)
Query 222: 0.0054                   for all rel. documents
Query 223: 0.0259                                     0.2723
Query 224: 0.8020                   Precision:
Query 225: 0.0070                     At    5 docs:   0.3020                                         0.0
Query 226: 0.0185                     At   10 docs:   0.2571                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 228: 0.3423                     At   15 docs:   0.2354
Query 229: 0.0019                     At   20 docs:   0.2153                                                                        Recall
Query 230: 0.2071                     At   30 docs:   0.1857
Query 231: 0.3768                     At 100 docs:    0.0951
Query 232: 0.0000                     At 200 docs:    0.0585                                                                 Run tlrde2fr1
Query 233: 0.3633                     At 500 docs:    0.0265                                                            Comparison to median by topic
Query 234: 0.0000                     At 1000 docs:   0.0140
Query 235: 0.0078                                                                                    +1.0
Query 236: 0.1087                   R-Precision (prec. after R
Query 237: 0.6568                   (=num_rel) docs. retrieved):
Query 238: 0.4371                       Exact:        0.2877
Query 239: 0.0369
Query 240: 1.0000
Query 241: 0.0311                                                                                    +0.5
Query 242: 0.5160
Query 243: 0.6804
Query 244: 0.0106
Query 245: 0.7672
Query 246: 0.2529
Query 247: 0.0351
Query 248: 0.1848
                                                                                                      0.0
Query 249: 0.0625
Query 250: 0.0066
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
Thomson Legal, Bilingual German to French, Auto, TD                                                                         Run tlrde2fr2
Average precision                   Overall statistics                                                                    Recall−Precision Values
(individual queries):               (for 49 queries):                                                 1.0
Query 201: 0.0808                   Total number of documents
Query 202: 0.0836                   over all queries
Query 203: 0.2213                       Retrieved:    49000
Query 204: 0.4248                       Relevant:       915
Query 205: 0.2768                       Rel_ret:        704
                                                                                                     0.8
Query 206: 0.1722
Query 207: 0.2156                   Interpolated Recall -
Query 208: 0.8042                   Precision Averages:
Query 209: 0.4042                       at 0.00       0.5628
Query 210: 0.3478                       at 0.10       0.5249                                         0.6
Query 211: 0.8104                       at 0.20       0.4793
Query 212: 0.1393                       at 0.30       0.4189
Query 213: 0.6897                       at 0.40       0.3681




                                                                    Precision
Query 214: 0.0001                       at 0.50       0.3235
Query 215: 0.1019                       at 0.60       0.2828                                         0.4
Query 216: 0.0010                       at 0.70       0.2595
Query 217: 0.3231                       at 0.80       0.2080
Query 218: 0.8107                       at 0.90       0.1615
Query 219: 0.1240                       at 1.00       0.1168
Query 220: 0.0112                                                                                    0.2
Query 221: 0.5245                   Avg. prec. (non-interpolated)
Query 222: 0.0062                   for all rel. documents
Query 223: 0.0067                                     0.3225
Query 224: 0.8556                   Precision:
Query 225: 0.0024                     At    5 docs:   0.3673                                         0.0
Query 226: 0.0179                     At   10 docs:   0.3082                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 228: 0.3620                     At   15 docs:   0.2735
Query 229: 0.4873                     At   20 docs:   0.2541                                                                        Recall
Query 230: 0.5001                     At   30 docs:   0.2082
Query 231: 0.3672                     At 100 docs:    0.1076
Query 232: 0.0005                     At 200 docs:    0.0622                                                                 Run tlrde2fr2
Query 233: 0.3693                     At 500 docs:    0.0277                                                            Comparison to median by topic
Query 234: 0.0000                     At 1000 docs:   0.0144
Query 235: 0.0425                                                                                    +1.0
Query 236: 0.1569                   R-Precision (prec. after R
Query 237: 0.8893                   (=num_rel) docs. retrieved):
Query 238: 0.4581                       Exact:        0.3250
Query 239: 0.0417
Query 240: 1.0000
Query 241: 0.0250                                                                                    +0.5
Query 242: 0.5156
Query 243: 0.7870
Query 244: 0.0062
Query 245: 0.7675
Query 246: 0.2327
Query 247: 0.6942
Query 248: 0.5232
                                                                                                      0.0
Query 249: 0.1111
Query 250: 0.0093
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
Thomson Legal, Bilingual German to French, Auto, TD                                                                         Run tlrde2fr3
Average precision                   Overall statistics                                                                    Recall−Precision Values
(individual queries):               (for 49 queries):                                                 1.0
Query 201: 0.1651                   Total number of documents
Query 202: 0.7259                   over all queries
Query 203: 0.5346                       Retrieved:    49000
Query 204: 0.7677                       Relevant:       915
Query 205: 0.2675                       Rel_ret:        752
                                                                                                     0.8
Query 206: 0.1706
Query 207: 0.2647                   Interpolated Recall -
Query 208: 0.8875                   Precision Averages:
Query 209: 0.2870                       at 0.00       0.5482
Query 210: 0.3837                       at 0.10       0.4998                                         0.6
Query 211: 0.8431                       at 0.20       0.4801
Query 212: 0.1807                       at 0.30       0.4414
Query 213: 0.7867                       at 0.40       0.4264




                                                                    Precision
Query 214: 0.0000                       at 0.50       0.3999
Query 215: 0.1353                       at 0.60       0.3775                                         0.4
Query 216: 0.0076                       at 0.70       0.3499
Query 217: 0.2385                       at 0.80       0.3126
Query 218: 0.8483                       at 0.90       0.2701
Query 219: 0.1945                       at 1.00       0.2097
Query 220: 0.0072                                                                                    0.2
Query 221: 0.6969                   Avg. prec. (non-interpolated)
Query 222: 0.0002                   for all rel. documents
Query 223: 0.0118                                     0.3750
Query 224: 0.9583                   Precision:
Query 225: 0.0052                     At    5 docs:   0.3837                                         0.0
Query 226: 0.0000                     At   10 docs:   0.3531                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 228: 0.6970                     At   15 docs:   0.3279
Query 229: 0.3998                     At   20 docs:   0.3000                                                                        Recall
Query 230: 0.6562                     At   30 docs:   0.2571
Query 231: 0.1921                     At 100 docs:    0.1255
Query 232: 0.0000                     At 200 docs:    0.0707                                                                 Run tlrde2fr3
Query 233: 0.3806                     At 500 docs:    0.0302                                                            Comparison to median by topic
Query 234: 0.0000                     At 1000 docs:   0.0153
Query 235: 0.1386                                                                                    +1.0
Query 236: 0.6347                   R-Precision (prec. after R
Query 237: 0.9074                   (=num_rel) docs. retrieved):
Query 238: 0.4833                       Exact:        0.3409
Query 239: 0.0077
Query 240: 0.5000
Query 241: 0.0025                                                                                    +0.5
Query 242: 0.3305
Query 243: 0.8412
Query 244: 0.0035
Query 245: 0.8409
Query 246: 0.2241
Query 247: 1.0000
Query 248: 0.7219
                                                                                                      0.0
Query 249: 0.0435
Query 250: 0.0029
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
Thomson Legal, Bilingual German to French, Auto, TD                                                                         Run tlrde2fr4
Average precision                   Overall statistics                                                                    Recall−Precision Values
(individual queries):               (for 49 queries):                                                 1.0
Query 201: 0.1457                   Total number of documents
Query 202: 0.4007                   over all queries
Query 203: 0.5590                       Retrieved:    49000
Query 204: 0.7106                       Relevant:       915
Query 205: 0.2086                       Rel_ret:        706
                                                                                                     0.8
Query 206: 0.1809
Query 207: 0.0001                   Interpolated Recall -
Query 208: 0.8875                   Precision Averages:
Query 209: 0.3476                       at 0.00       0.4998
Query 210: 0.6266                       at 0.10       0.4539                                         0.6
Query 211: 0.8403                       at 0.20       0.4366
Query 212: 0.4061                       at 0.30       0.4060
Query 213: 0.8319                       at 0.40       0.3669




                                                                    Precision
Query 214: 0.0000                       at 0.50       0.3384
Query 215: 0.1859                       at 0.60       0.3212                                         0.4
Query 216: 0.0021                       at 0.70       0.2880
Query 217: 0.2679                       at 0.80       0.2535
Query 218: 0.8362                       at 0.90       0.2215
Query 219: 0.1388                       at 1.00       0.1693
Query 220: 0.0023                                                                                    0.2
Query 221: 0.6137                   Avg. prec. (non-interpolated)
Query 222: 0.0004                   for all rel. documents
Query 223: 0.0125                                     0.3289
Query 224: 0.9762                   Precision:
Query 225: 0.0030                     At    5 docs:   0.3143                                         0.0
Query 226: 0.0000                     At   10 docs:   0.2959                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 228: 0.0002                     At   15 docs:   0.2748
Query 229: 0.0000                     At   20 docs:   0.2531                                                                        Recall
Query 230: 0.6023                     At   30 docs:   0.2197
Query 231: 0.1943                     At 100 docs:    0.1157
Query 232: 0.0001                     At 200 docs:    0.0662                                                                 Run tlrde2fr4
Query 233: 0.3735                     At 500 docs:    0.0284                                                            Comparison to median by topic
Query 234: 0.0000                     At 1000 docs:   0.0144
Query 235: 0.0417                                                                                    +1.0
Query 236: 0.2629                   R-Precision (prec. after R
Query 237: 0.8926                   (=num_rel) docs. retrieved):
Query 238: 0.6597                       Exact:        0.3005
Query 239: 0.0006
Query 240: 0.5000
Query 241: 0.0034                                                                                    +0.5
Query 242: 0.3373
Query 243: 0.9060
Query 244: 0.0038
Query 245: 0.8409
Query 246: 0.4345
Query 247: 0.0345
Query 248: 0.7620
                                                                                                      0.0
Query 249: 0.0769
Query 250: 0.0024
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
JHU/APL, Bilingual Spanish to Finnish, Auto, TD                                                                            Run aplbiesfia
Average precision                   Overall statistics
(individual queries):               (for 45 queries):
                                                                                                                          Recall−Precision Values
                                                                                                      1.0
Query 201: 0.1107                   Total number of documents
Query 202: 0.8769                   over all queries
Query 203: 0.6333                       Retrieved:    45000
Query 204: 0.0017                       Relevant:       413
Query 205: 0.2634                       Rel_ret:        310                                          0.8
Query 207: 0.0015
Query 208: 0.2704                   Interpolated Recall -
Query 209: 0.2500                   Precision Averages:
Query 210: 1.0000                       at 0.00       0.4429
Query 211: 0.9689                       at 0.10       0.4153                                         0.6
Query 212: 0.3246                       at 0.20       0.3907
Query 213: 0.0254                       at 0.30       0.3649
Query 214: 0.0133                       at 0.40       0.3426




                                                                    Precision
Query 215: 1.0000                       at 0.50       0.3124
Query 216: 0.2250                       at 0.60       0.2672                                         0.4
Query 217: 0.4308                       at 0.70       0.2444
Query 218: 0.2971                       at 0.80       0.2308
Query 219: 0.0172                       at 0.90       0.2127
Query 220: 0.0177                       at 1.00       0.2025
Query 221: 0.9429                                                                                    0.2
Query 222: 0.0020                   Avg. prec. (non-interpolated)
Query 223: 0.1018                   for all rel. documents
Query 224: 0.0833                                     0.2982
Query 225: 0.0077                   Precision:
Query 226: 0.1276                     At    5 docs:   0.2533                                         0.0
Query 228: 0.0511                     At   10 docs:   0.1822                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 229: 0.0051                     At   15 docs:   0.1570
Query 230: 0.5178                     At   20 docs:   0.1322                                                                        Recall
Query 232: 0.0204                     At   30 docs:   0.1044
Query 233: 0.3912                     At 100 docs:    0.0433
Query 234: 0.4586                     At 200 docs:    0.0260                                                                Run aplbiesfia
Query 235: 0.0645                     At 500 docs:    0.0122
Query 236: 0.9167                     At 1000 docs:   0.0069                                                            Comparison to median by topic
Query 237: 0.8875                                                                                    +1.0
Query 238: 0.9167                   R-Precision (prec. after R
Query 239: 0.0308                   (=num_rel) docs. retrieved):
Query 241: 0.0016                       Exact:        0.2421
Query 242: 0.3250
Query 243: 0.0116
Query 244: 0.0500                                                                                    +0.5
Query 245: 0.0031
Query 246: 0.3333
Query 248: 0.3903
Query 249: 0.0456
Query 250: 0.0040
                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
JHU/APL, Bilingual French to Finnish, Auto, TD                                                                              Run aplbifrfia
Average precision                   Overall statistics
(individual queries):               (for 45 queries):
                                                                                                                          Recall−Precision Values
                                                                                                      1.0
Query 201: 0.2667                   Total number of documents
Query 202: 0.9945                   over all queries
Query 203: 0.3409                       Retrieved:    45000
Query 204: 0.0996                       Relevant:       413
Query 205: 0.6210                       Rel_ret:        322                                          0.8
Query 207: 0.1154
Query 208: 0.3135                   Interpolated Recall -
Query 209: 0.0169                   Precision Averages:
Query 210: 0.0625                       at 0.00       0.5251
Query 211: 0.9552                       at 0.10       0.4879                                         0.6
Query 212: 0.2860                       at 0.20       0.4146
Query 213: 0.3346                       at 0.30       0.3539
Query 214: 0.3367                       at 0.40       0.2997




                                                                    Precision
Query 215: 0.0476                       at 0.50       0.2688
Query 216: 0.0264                       at 0.60       0.2375                                         0.4
Query 217: 0.5042                       at 0.70       0.2201
Query 218: 0.8379                       at 0.80       0.2013
Query 219: 0.0003                       at 0.90       0.1834
Query 220: 0.0490                       at 1.00       0.1681
Query 221: 0.7533                                                                                    0.2
Query 222: 0.0962                   Avg. prec. (non-interpolated)
Query 223: 0.0315                   for all rel. documents
Query 224: 0.0145                                     0.2899
Query 225: 0.1173                   Precision:
Query 226: 0.1104                     At    5 docs:   0.2933                                         0.0
Query 228: 0.0060                     At   10 docs:   0.2200                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 229: 0.3359                     At   15 docs:   0.1926
Query 230: 0.2535                     At   20 docs:   0.1711                                                                        Recall
Query 232: 0.0011                     At   30 docs:   0.1319
Query 233: 0.4207                     At 100 docs:    0.0527
Query 234: 0.4593                     At 200 docs:    0.0307                                                                Run aplbifrfia
Query 235: 0.1424                     At 500 docs:    0.0136
Query 236: 1.0000                     At 1000 docs:   0.0072                                                            Comparison to median by topic
Query 237: 1.0000                                                                                    +1.0
Query 238: 1.0000                   R-Precision (prec. after R
Query 239: 0.1212                   (=num_rel) docs. retrieved):
Query 241: 0.0004                       Exact:        0.2689
Query 242: 0.0365
Query 243: 0.2865
Query 244: 0.0189                                                                                    +0.5
Query 245: 0.0000
Query 246: 0.1250
Query 248: 0.4709
Query 249: 0.0342
Query 250: 0.0000
                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
CLIPS, Bilingual English to Finnish, Auto, TDN                                                                          Run CLIPS04ENFI1
Average precision                   Overall statistics                                                                    Recall−Precision Values
(individual queries):               (for 45 queries):                                                 1.0
Query 201: 0.0624                   Total number of documents
Query 202: 0.0176                   over all queries
Query 203: 0.0000                       Retrieved:    44001
Query 204: 0.0000                       Relevant:       413
Query 205: 0.1006                       Rel_ret:        215
                                                                                                     0.8
Query 207: 0.0000
Query 208: 0.1069                   Interpolated Recall -
Query 209: 0.0000                   Precision Averages:
Query 210: 0.0000                       at 0.00       0.1938
Query 211: 0.0002                       at 0.10       0.1700                                         0.6
Query 212: 0.0863                       at 0.20       0.1539
Query 213: 0.7377                       at 0.30       0.1464
Query 214: 0.0079                       at 0.40       0.1350




                                                                    Precision
Query 215: 0.0000                       at 0.50       0.1318
Query 216: 0.0333                       at 0.60       0.1171                                         0.4
Query 217: 0.0022                       at 0.70       0.0945
Query 218: 0.3299                       at 0.80       0.0754
Query 219: 0.0099                       at 0.90       0.0495
Query 220: 0.0000                       at 1.00       0.0360
Query 221: 0.0203                                                                                    0.2
Query 222: 0.0000                   Avg. prec. (non-interpolated)
Query 223: 0.0032                   for all rel. documents
Query 224: 0.0000                                     0.1148
Query 225: 0.0000                   Precision:
Query 226: 0.9593                     At    5 docs:   0.1333                                         0.0
Query 228: 0.0000                     At   10 docs:   0.1133                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 229: 0.0000                     At   15 docs:   0.0963
Query 230: 0.0736                     At   20 docs:   0.0856                                                                        Recall
Query 232: 0.0278                     At   30 docs:   0.0659
Query 233: 0.1055                     At 100 docs:    0.0280
Query 234: 0.6867                     At 200 docs:    0.0163                                                            Run CLIPS04ENFI1
Query 235: 0.8103                     At 500 docs:    0.0084                                                            Comparison to median by topic
Query 236: 0.0000                     At 1000 docs:   0.0048
Query 237: 0.0000                                                                                    +1.0
Query 238: 0.0028                   R-Precision (prec. after R
Query 239: 0.0180                   (=num_rel) docs. retrieved):
Query 241: 0.0907                       Exact:        0.1077
Query 242: 0.8333
Query 243: 0.0000
Query 244: 0.0000                                                                                    +0.5
Query 245: 0.0030
Query 246: 0.0000
Query 248: 0.0006
Query 249: 0.0343
Query 250: 0.0000
                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
CLIPS, Bilingual French to Finnish, Auto, TDN                                                                           Run CLIPS04FRFI1
Average precision                   Overall statistics                                                                    Recall−Precision Values
(individual queries):               (for 45 queries):                                                 1.0
Query 201: 0.0021                   Total number of documents
Query 202: 0.0023                   over all queries
Query 203: 0.0035                       Retrieved:    45000
Query 204: 0.0000                       Relevant:       413
Query 205: 0.0160                       Rel_ret:        164
                                                                                                     0.8
Query 207: 0.0086
Query 208: 0.1559                   Interpolated Recall -
Query 209: 0.0016                   Precision Averages:
Query 210: 0.0000                       at 0.00       0.1873
Query 211: 0.0013                       at 0.10       0.1783                                         0.6
Query 212: 0.0004                       at 0.20       0.1681
Query 213: 0.8401                       at 0.30       0.1502
Query 214: 0.1111                       at 0.40       0.1366




                                                                    Precision
Query 215: 0.0000                       at 0.50       0.1341
Query 216: 0.0550                       at 0.60       0.1129                                         0.4
Query 217: 0.0002                       at 0.70       0.1074
Query 218: 0.3385                       at 0.80       0.0810
Query 219: 0.0043                       at 0.90       0.0548
Query 220: 0.0000                       at 1.00       0.0490
Query 221: 0.0230                                                                                    0.2
Query 222: 0.0014                   Avg. prec. (non-interpolated)
Query 223: 0.0008                   for all rel. documents
Query 224: 1.0000                                     0.1199
Query 225: 0.0000                   Precision:
Query 226: 0.0000                     At    5 docs:   0.0978                                         0.0
Query 228: 0.0000                     At   10 docs:   0.0844                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 229: 0.0014                     At   15 docs:   0.0800
Query 230: 0.4576                     At   20 docs:   0.0700                                                                        Recall
Query 232: 0.0000                     At   30 docs:   0.0511
Query 233: 0.0000                     At 100 docs:    0.0227
Query 234: 0.7190                     At 200 docs:    0.0130                                                            Run CLIPS04FRFI1
Query 235: 0.8546                     At 500 docs:    0.0065                                                            Comparison to median by topic
Query 236: 0.0000                     At 1000 docs:   0.0036
Query 237: 0.0004                                                                                    +1.0
Query 238: 0.0015                   R-Precision (prec. after R
Query 239: 0.0978                   (=num_rel) docs. retrieved):
Query 241: 0.1077                       Exact:        0.1151
Query 242: 0.5833
Query 243: 0.0000
Query 244: 0.0000                                                                                    +0.5
Query 245: 0.0030
Query 246: 0.0000
Query 248: 0.0000
Query 249: 0.0049
Query 250: 0.0000
                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
JHU/APL, Bilingual English to Portuguese, Auto, TD                                                                         Run aplbienpta
Average precision                   Overall statistics
(individual queries):               (for 46 queries):
                                                                                                                          Recall−Precision Values
                                                                                                      1.0
Query 201: 0.0321                   Total number of documents
Query 202: 0.8846                   over all queries
Query 203: 0.0779                       Retrieved:    46000
Query 204: 0.9821                       Relevant:       678
Query 205: 0.0889                       Rel_ret:        423                                          0.8
Query 206: 1.0000
Query 207: 0.0399                   Interpolated Recall -
Query 208: 0.2604                   Precision Averages:
Query 209: 0.5038                       at 0.00       0.4984
Query 210: 0.1920                       at 0.10       0.4895                                         0.6
Query 211: 0.9352                       at 0.20       0.4642
Query 212: 0.1189                       at 0.30       0.4205
Query 213: 0.5655                       at 0.40       0.3722




                                                                    Precision
Query 214: 0.0030                       at 0.50       0.3604
Query 215: 0.1000                       at 0.60       0.3031                                         0.4
Query 217: 0.1200                       at 0.70       0.2889
Query 218: 0.6928                       at 0.80       0.2753
Query 219: 0.0777                       at 0.90       0.2566
Query 221: 0.7052                       at 1.00       0.2228
Query 222: 0.0249                                                                                    0.2
Query 223: 0.3333                   Avg. prec. (non-interpolated)
Query 224: 0.8333                   for all rel. documents
Query 225: 0.0175                                     0.3419
Query 226: 0.2003                   Precision:
Query 228: 0.1310                     At    5 docs:   0.2696                                         0.0
Query 229: 0.0006                     At   10 docs:   0.2174                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 230: 0.6005                     At   15 docs:   0.1870
Query 231: 0.0009                     At   20 docs:   0.1652                                                                        Recall
Query 232: 0.0097                     At   30 docs:   0.1377
Query 233: 0.6313                     At 100 docs:    0.0596
Query 234: 0.8333                     At 200 docs:    0.0336                                                               Run aplbienpta
Query 235: 0.0000                     At 500 docs:    0.0161
Query 236: 0.4741                     At 1000 docs:   0.0092                                                            Comparison to median by topic
Query 237: 0.4435                                                                                    +1.0
Query 238: 0.0714                   R-Precision (prec. after R
Query 239: 0.1801                   (=num_rel) docs. retrieved):
Query 241: 0.0067                       Exact:        0.2887
Query 242: 0.1734
Query 243: 0.0227
Query 244: 0.0065                                                                                    +0.5
Query 245: 1.0000
Query 246: 1.0000
Query 247: 0.6108
Query 248: 0.2933
Query 249: 0.3665
Query 250: 0.0794
                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
JHU/APL, Bilingual Spanish to Portuguese, Auto, TD                                                                         Run aplbiespta
Average precision                   Overall statistics
(individual queries):               (for 46 queries):
                                                                                                                          Recall−Precision Values
                                                                                                      1.0
Query 201: 0.0328                   Total number of documents
Query 202: 0.8783                   over all queries
Query 203: 0.2674                       Retrieved:    46000
Query 204: 0.6925                       Relevant:       678
Query 205: 0.1213                       Rel_ret:        546                                          0.8
Query 206: 1.0000
Query 207: 0.2988                   Interpolated Recall -
Query 208: 1.0000                   Precision Averages:
Query 209: 0.2700                       at 0.00       0.6536
Query 210: 0.6461                       at 0.10       0.5995                                         0.6
Query 211: 0.9572                       at 0.20       0.5705
Query 212: 0.0833                       at 0.30       0.5260
Query 213: 0.6920                       at 0.40       0.4910




                                                                    Precision
Query 214: 0.1179                       at 0.50       0.4658
Query 215: 1.0000                       at 0.60       0.4266                                         0.4
Query 217: 1.0000                       at 0.70       0.4014
Query 218: 0.6510                       at 0.80       0.3736
Query 219: 0.1214                       at 0.90       0.3398
Query 221: 0.9583                       at 1.00       0.3101
Query 222: 0.0000                                                                                    0.2
Query 223: 0.3333                   Avg. prec. (non-interpolated)
Query 224: 1.0000                   for all rel. documents
Query 225: 0.0256                                     0.4537
Query 226: 0.4447                   Precision:
Query 228: 0.2442                     At    5 docs:   0.3913                                         0.0
Query 229: 0.2622                     At   10 docs:   0.3174                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 230: 0.3996                     At   15 docs:   0.2609
Query 231: 0.0133                     At   20 docs:   0.2250                                                                        Recall
Query 232: 0.3248                     At   30 docs:   0.1812
Query 233: 0.6876                     At 100 docs:    0.0798
Query 234: 0.5833                     At 200 docs:    0.0468                                                                Run aplbiespta
Query 235: 0.0217                     At 500 docs:    0.0214
Query 236: 0.8056                     At 1000 docs:   0.0119                                                            Comparison to median by topic
Query 237: 0.6667                                                                                    +1.0
Query 238: 0.0476                   R-Precision (prec. after R
Query 239: 0.1902                   (=num_rel) docs. retrieved):
Query 241: 0.0007                       Exact:        0.4187
Query 242: 0.7875
Query 243: 0.2500
Query 244: 0.3333                                                                                    +0.5
Query 245: 1.0000
Query 246: 0.2000
Query 247: 0.3924
Query 248: 0.7329
Query 249: 0.2670
Query 250: 0.0657
                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
JHU/APL, Bilingual Spanish to Portuguese, Auto, TD                                                                         Run aplbiesptb
Average precision                   Overall statistics
(individual queries):               (for 46 queries):
                                                                                                                          Recall−Precision Values
                                                                                                      1.0
Query 201: 0.0277                   Total number of documents
Query 202: 0.8171                   over all queries
Query 203: 0.2318                       Retrieved:    46000
Query 204: 0.6148                       Relevant:       678
Query 205: 0.2159                       Rel_ret:        439                                          0.8
Query 206: 0.0429
Query 207: 0.5254                   Interpolated Recall -
Query 208: 0.9667                   Precision Averages:
Query 209: 0.2679                       at 0.00       0.5504
Query 210: 0.1133                       at 0.10       0.5123                                         0.6
Query 211: 0.9669                       at 0.20       0.4733
Query 212: 0.2003                       at 0.30       0.4468
Query 213: 0.2202                       at 0.40       0.4340




                                                                    Precision
Query 214: 0.2974                       at 0.50       0.4247
Query 215: 0.2000                       at 0.60       0.3759                                         0.4
Query 217: 0.9367                       at 0.70       0.3546
Query 218: 0.8123                       at 0.80       0.3018
Query 219: 0.0192                       at 0.90       0.2637
Query 221: 1.0000                       at 1.00       0.2391
Query 222: 0.0000                                                                                    0.2
Query 223: 0.5000                   Avg. prec. (non-interpolated)
Query 224: 1.0000                   for all rel. documents
Query 225: 0.0035                                     0.3825
Query 226: 0.6667                   Precision:
Query 228: 0.5046                     At    5 docs:   0.3652                                         0.0
Query 229: 0.0076                     At   10 docs:   0.2826                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 230: 0.4977                     At   15 docs:   0.2333
Query 231: 0.0062                     At   20 docs:   0.2054                                                                        Recall
Query 232: 0.0894                     At   30 docs:   0.1594
Query 233: 0.4717                     At 100 docs:    0.0680
Query 234: 0.0000                     At 200 docs:    0.0377                                                                Run aplbiesptb
Query 235: 0.0059                     At 500 docs:    0.0175
Query 236: 0.6389                     At 1000 docs:   0.0095                                                            Comparison to median by topic
Query 237: 1.0000                                                                                    +1.0
Query 238: 0.0345                   R-Precision (prec. after R
Query 239: 0.2072                   (=num_rel) docs. retrieved):
Query 241: 0.0254                       Exact:        0.3278
Query 242: 0.4879
Query 243: 0.2500
Query 244: 0.5000                                                                                    +0.5
Query 245: 0.3206
Query 246: 0.2500
Query 247: 0.8867
Query 248: 0.5840
Query 249: 0.1507
Query 250: 0.0278
                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
U Alicante, Bilingual English to Portuguese, Auto, TD                                                                   Run IRn−BEnPF−nexp
Average precision                   Overall statistics
(individual queries):               (for 46 queries):
                                                                                                                          Recall−Precision Values
                                                                                                      1.0
Query 201: 0.0258                   Total number of documents
Query 202: 0.3552                   over all queries
Query 203: 0.2368                       Retrieved:    46000
Query 204: 0.3714                       Relevant:       678
Query 205: 0.5192                       Rel_ret:        331                                          0.8
Query 206: 1.0000
Query 207: 0.0093                   Interpolated Recall -
Query 208: 0.6127                   Precision Averages:
Query 209: 0.0000                       at 0.00       0.4302
Query 210: 0.0051                       at 0.10       0.3998                                         0.6
Query 211: 0.0650                       at 0.20       0.3461
Query 212: 0.2185                       at 0.30       0.2880
Query 213: 0.4384                       at 0.40       0.2551




                                                                    Precision
Query 214: 0.0000                       at 0.50       0.2252
Query 215: 0.0025                       at 0.60       0.1937                                         0.4
Query 217: 0.0991                       at 0.70       0.1690
Query 218: 0.7111                       at 0.80       0.1612
Query 219: 0.0000                       at 0.90       0.1502
Query 221: 0.7140                       at 1.00       0.1389
Query 222: 0.0027                                                                                    0.2
Query 223: 0.0769                   Avg. prec. (non-interpolated)
Query 224: 0.0726                   for all rel. documents
Query 225: 1.0000                                     0.2378
Query 226: 0.3594                   Precision:
Query 228: 0.0380                     At    5 docs:   0.2087                                         0.0
Query 229: 0.0022                     At   10 docs:   0.1522                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 230: 0.6238                     At   15 docs:   0.1333
Query 231: 0.0048                     At   20 docs:   0.1152                                                                        Recall
Query 232: 0.0006                     At   30 docs:   0.0986
Query 233: 0.6487                     At 100 docs:    0.0433
Query 234: 0.0220                     At 200 docs:    0.0257                                                            Run IRn−BEnPF−nexp
Query 235: 0.0000                     At 500 docs:    0.0128
Query 236: 0.1493                     At 1000 docs:   0.0072                                                            Comparison to median by topic
Query 237: 1.0000                                                                                    +1.0
Query 238: 0.0179                   R-Precision (prec. after R
Query 239: 0.0188                   (=num_rel) docs. retrieved):
Query 241: 0.0278                       Exact:        0.2124
Query 242: 0.0172
Query 243: 0.2500
Query 244: 0.0769                                                                                    +0.5
Query 245: 0.9167
Query 246: 0.0169
Query 247: 0.0131
Query 248: 0.1389
Query 249: 0.0518
Query 250: 0.0055
                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
U Alicante, Bilingual English to Portuguese, Auto, TD                                                                   Run IRn−BEnPF−Pexp
Average precision                   Overall statistics
(individual queries):               (for 46 queries):
                                                                                                                          Recall−Precision Values
                                                                                                      1.0
Query 201: 0.0255                   Total number of documents
Query 202: 0.5344                   over all queries
Query 203: 0.2175                       Retrieved:    46000
Query 204: 0.4116                       Relevant:       678
Query 205: 0.2692                       Rel_ret:        337                                          0.8
Query 206: 0.3667
Query 207: 0.0087                   Interpolated Recall -
Query 208: 0.4361                   Precision Averages:
Query 209: 0.0000                       at 0.00       0.3907
Query 210: 0.0000                       at 0.10       0.3384                                         0.6
Query 211: 0.0794                       at 0.20       0.3025
Query 212: 0.1649                       at 0.30       0.2613
Query 213: 0.5473                       at 0.40       0.2326




                                                                    Precision
Query 214: 0.0000                       at 0.50       0.2123
Query 215: 0.0286                       at 0.60       0.1910                                         0.4
Query 217: 0.3147                       at 0.70       0.1747
Query 218: 0.6478                       at 0.80       0.1589
Query 219: 0.0000                       at 0.90       0.1436
Query 221: 0.8968                       at 1.00       0.1309
Query 222: 0.0000                                                                                    0.2
Query 223: 0.1250                   Avg. prec. (non-interpolated)
Query 224: 0.2667                   for all rel. documents
Query 225: 0.2000                                     0.2173
Query 226: 0.2926                   Precision:
Query 228: 0.0371                     At    5 docs:   0.2348                                         0.0
Query 229: 0.0014                     At   10 docs:   0.1674                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 230: 0.4949                     At   15 docs:   0.1464
Query 231: 0.0109                     At   20 docs:   0.1293                                                                        Recall
Query 232: 0.0017                     At   30 docs:   0.1058
Query 233: 0.6672                     At 100 docs:    0.0457
Query 234: 0.0060                     At 200 docs:    0.0267                                                            Run IRn−BEnPF−Pexp
Query 235: 0.0000                     At 500 docs:    0.0133
Query 236: 0.1208                     At 1000 docs:   0.0073                                                            Comparison to median by topic
Query 237: 1.0000                                                                                    +1.0
Query 238: 0.0169                   R-Precision (prec. after R
Query 239: 0.0448                   (=num_rel) docs. retrieved):
Query 241: 0.0207                       Exact:        0.1761
Query 242: 0.1000
Query 243: 0.2000
Query 244: 0.3333                                                                                    +0.5
Query 245: 0.8056
Query 246: 0.0172
Query 247: 0.0125
Query 248: 0.2428
Query 249: 0.0236
Query 250: 0.0043
                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
U Alicante, Bilingual English to Portuguese, Auto, TD                                                                   Run IRn−BEnPM−nexp
Average precision                   Overall statistics
(individual queries):               (for 46 queries):
                                                                                                                           Recall−Precision Values
                                                                                                      1.0
Query 201: 0.0288                   Total number of documents
Query 202: 0.3282                   over all queries
Query 203: 0.1607                       Retrieved:    46000
Query 204: 0.3393                       Relevant:       678
Query 205: 0.5208                       Rel_ret:        351                                          0.8
Query 206: 0.6250
Query 207: 0.0447                   Interpolated Recall -
Query 208: 0.7326                   Precision Averages:
Query 209: 0.0012                       at 0.00       0.4788
Query 210: 0.3179                       at 0.10       0.4397                                         0.6
Query 211: 0.7620                       at 0.20       0.4190
Query 212: 0.2628                       at 0.30       0.3776
Query 213: 0.5446                       at 0.40       0.3308




                                                                    Precision
Query 214: 0.0000                       at 0.50       0.3134
Query 215: 0.0179                       at 0.60       0.2573                                         0.4
Query 217: 0.0816                       at 0.70       0.2243
Query 218: 0.7119                       at 0.80       0.2089
Query 219: 0.0000                       at 0.90       0.1880
Query 221: 0.7728                       at 1.00       0.1633
Query 222: 0.0024                                                                                    0.2
Query 223: 0.0909                   Avg. prec. (non-interpolated)
Query 224: 0.2250                   for all rel. documents
Query 225: 1.0000                                     0.2975
Query 226: 0.4570                   Precision:
Query 228: 0.0189                     At    5 docs:   0.2826                                         0.0
Query 229: 0.0039                     At   10 docs:   0.2130                                           0.0        0.2        0.4              0.6        0.8   1.0
Query 230: 0.6455                     At   15 docs:   0.1797
Query 231: 0.0122                     At   20 docs:   0.1533                                                                         Recall
Query 232: 0.0007                     At   30 docs:   0.1217
Query 233: 0.6510                     At 100 docs:    0.0509
Query 234: 0.0179                     At 200 docs:    0.0297                                                            Run IRn−BEnPM−nexp
Query 235: 0.0000                     At 500 docs:    0.0138
Query 236: 0.1163                     At 1000 docs:   0.0076                                                             Comparison to median by topic
Query 237: 1.0000                                                                                    +1.0
Query 238: 0.0164                   R-Precision (prec. after R
Query 239: 0.0507                   (=num_rel) docs. retrieved):
Query 241: 0.0523                       Exact:        0.2715
Query 242: 0.1520
Query 243: 0.2000
Query 244: 1.0000                                                                                    +0.5
Query 245: 0.9167
Query 246: 0.0182
Query 247: 0.0154
Query 248: 0.7455
Query 249: 0.0257
Query 250: 0.0000
                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210       220               230        240   250

                                                                                                                                   Topic number
U Alicante, Bilingual English to Portuguese, Auto, TD                                                                   Run IRn−BEnPM−Pexp
Average precision                   Overall statistics
(individual queries):               (for 46 queries):
                                                                                                                           Recall−Precision Values
                                                                                                      1.0
Query 201: 0.0208                   Total number of documents
Query 202: 0.4764                   over all queries
Query 203: 0.1222                       Retrieved:    46000
Query 204: 0.3027                       Relevant:       678
Query 205: 0.5200                       Rel_ret:        361                                          0.8
Query 206: 0.2000
Query 207: 0.0490                   Interpolated Recall -
Query 208: 0.6326                   Precision Averages:
Query 209: 0.0013                       at 0.00       0.5119
Query 210: 0.7208                       at 0.10       0.4507                                         0.6
Query 211: 0.8057                       at 0.20       0.4211
Query 212: 0.3217                       at 0.30       0.3988
Query 213: 0.5623                       at 0.40       0.3431




                                                                    Precision
Query 214: 0.0000                       at 0.50       0.3128
Query 215: 0.0455                       at 0.60       0.2786                                         0.4
Query 217: 0.1249                       at 0.70       0.2580
Query 218: 0.6570                       at 0.80       0.2422
Query 219: 0.0000                       at 0.90       0.2032
Query 221: 0.9333                       at 1.00       0.1855
Query 222: 0.0017                                                                                    0.2
Query 223: 0.1111                   Avg. prec. (non-interpolated)
Query 224: 0.3250                   for all rel. documents
Query 225: 1.0000                                     0.3123
Query 226: 0.6083                   Precision:
Query 228: 0.0159                     At    5 docs:   0.2783                                         0.0
Query 229: 0.0035                     At   10 docs:   0.2130                                           0.0        0.2        0.4              0.6        0.8   1.0
Query 230: 0.5739                     At   15 docs:   0.1797
Query 231: 0.0116                     At   20 docs:   0.1598                                                                         Recall
Query 232: 0.0007                     At   30 docs:   0.1232
Query 233: 0.6826                     At 100 docs:    0.0528
Query 234: 0.0109                     At 200 docs:    0.0303                                                            Run IRn−BEnPM−Pexp
Query 235: 0.0000                     At 500 docs:    0.0140
Query 236: 0.3967                     At 1000 docs:   0.0078                                                             Comparison to median by topic
Query 237: 1.0000                                                                                    +1.0
Query 238: 0.0164                   R-Precision (prec. after R
Query 239: 0.1076                   (=num_rel) docs. retrieved):
Query 241: 0.0543                       Exact:        0.2650
Query 242: 0.2103
Query 243: 0.2000
Query 244: 1.0000                                                                                    +0.5
Query 245: 0.8056
Query 246: 0.0172
Query 247: 0.0154
Query 248: 0.6765
Query 249: 0.0249
Query 250: 0.0000
                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210       220               230        240   250

                                                                                                                                   Topic number
U Alicante, Bilingual Spanish to Portuguese, Auto, TD                                                                   Run IRn−BEsPM−nexp
Average precision                   Overall statistics
(individual queries):               (for 46 queries):
                                                                                                                           Recall−Precision Values
                                                                                                      1.0
Query 201: 0.0498                   Total number of documents
Query 202: 0.5892                   over all queries
Query 203: 0.1187                       Retrieved:    46000
Query 204: 0.3506                       Relevant:       678
Query 205: 0.2083                       Rel_ret:        398                                          0.8
Query 206: 0.6111
Query 207: 0.0051                   Interpolated Recall -
Query 208: 0.9667                   Precision Averages:
Query 209: 0.0007                       at 0.00       0.4705
Query 210: 0.3958                       at 0.10       0.4225                                         0.6
Query 211: 0.6470                       at 0.20       0.3846
Query 212: 0.0000                       at 0.30       0.3460
Query 213: 0.4649                       at 0.40       0.3196




                                                                    Precision
Query 214: 0.0487                       at 0.50       0.3059
Query 215: 0.0099                       at 0.60       0.2668                                         0.4
Query 217: 0.0349                       at 0.70       0.2501
Query 218: 0.6707                       at 0.80       0.2374
Query 219: 0.0000                       at 0.90       0.2088
Query 221: 0.8302                       at 1.00       0.1943
Query 222: 0.0008                                                                                    0.2
Query 223: 0.1667                   Avg. prec. (non-interpolated)
Query 224: 0.2262                   for all rel. documents
Query 225: 1.0000                                     0.2977
Query 226: 0.1207                   Precision:
Query 228: 0.0455                     At    5 docs:   0.2522                                         0.0
Query 229: 0.0172                     At   10 docs:   0.2022                                           0.0        0.2        0.4              0.6        0.8   1.0
Query 230: 0.5260                     At   15 docs:   0.1681
Query 231: 0.0074                     At   20 docs:   0.1467                                                                         Recall
Query 232: 0.0216                     At   30 docs:   0.1196
Query 233: 0.5108                     At 100 docs:    0.0507
Query 234: 0.0009                     At 200 docs:    0.0308                                                            Run IRn−BEsPM−nexp
Query 235: 0.0014                     At 500 docs:    0.0150
Query 236: 0.4550                     At 1000 docs:   0.0087                                                             Comparison to median by topic
Query 237: 1.0000                                                                                    +1.0
Query 238: 0.0141                   R-Precision (prec. after R
Query 239: 0.0997                   (=num_rel) docs. retrieved):
Query 241: 0.0184                       Exact:        0.2752
Query 242: 0.0668
Query 243: 0.1667
Query 244: 1.0000                                                                                    +0.5
Query 245: 1.0000
Query 246: 0.0196
Query 247: 0.9127
Query 248: 0.2893
Query 249: 0.0045
Query 250: 0.0000
                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210       220               230        240   250

                                                                                                                                   Topic number
U Alicante, Bilingual Spanish to Portuguese, Auto, TD                                                                   Run IRn−BEsPM−Pexp
Average precision                   Overall statistics
(individual queries):               (for 46 queries):
                                                                                                                           Recall−Precision Values
                                                                                                      1.0
Query 201: 0.0306                   Total number of documents
Query 202: 0.6831                   over all queries
Query 203: 0.1543                       Retrieved:    46000
Query 204: 0.3522                       Relevant:       678
Query 205: 0.1394                       Rel_ret:        416                                          0.8
Query 206: 0.1909
Query 207: 0.0058                   Interpolated Recall -
Query 208: 1.0000                   Precision Averages:
Query 209: 0.0007                       at 0.00       0.4699
Query 210: 0.7012                       at 0.10       0.4473                                         0.6
Query 211: 0.7131                       at 0.20       0.4077
Query 212: 0.0000                       at 0.30       0.3668
Query 213: 0.6233                       at 0.40       0.3408




                                                                    Precision
Query 214: 0.0870                       at 0.50       0.3315
Query 215: 0.0238                       at 0.60       0.3076                                         0.4
Query 217: 0.0385                       at 0.70       0.2777
Query 218: 0.6262                       at 0.80       0.2628
Query 219: 0.0000                       at 0.90       0.2345
Query 221: 0.8968                       at 1.00       0.2159
Query 222: 0.0008                                                                                    0.2
Query 223: 0.1667                   Avg. prec. (non-interpolated)
Query 224: 0.3667                   for all rel. documents
Query 225: 1.0000                                     0.3243
Query 226: 0.1467                   Precision:
Query 228: 0.1479                     At    5 docs:   0.3043                                         0.0
Query 229: 0.0151                     At   10 docs:   0.2174                                           0.0        0.2        0.4              0.6        0.8   1.0
Query 230: 0.6188                     At   15 docs:   0.1739
Query 231: 0.0060                     At   20 docs:   0.1565                                                                         Recall
Query 232: 0.0233                     At   30 docs:   0.1283
Query 233: 0.6185                     At 100 docs:    0.0561
Query 234: 0.0008                     At 200 docs:    0.0330                                                            Run IRn−BEsPM−Pexp
Query 235: 0.0061                     At 500 docs:    0.0160
Query 236: 0.5625                     At 1000 docs:   0.0090                                                             Comparison to median by topic
Query 237: 1.0000                                                                                    +1.0
Query 238: 0.0143                   R-Precision (prec. after R
Query 239: 0.0822                   (=num_rel) docs. retrieved):
Query 241: 0.0145                       Exact:        0.2888
Query 242: 0.1659
Query 243: 0.2000
Query 244: 1.0000                                                                                    +0.5
Query 245: 1.0000
Query 246: 0.0161
Query 247: 1.0000
Query 248: 0.4715
Query 249: 0.0091
Query 250: 0.0000
                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210       220               230        240   250

                                                                                                                                   Topic number
U Amsterdam, Bilingual English to Portuguese, Auto, TD                                                                  Run UAmsC04EnPo4GiSb
Average precision                   Overall statistics                                                                      Recall−Precision Values
(individual queries):               (for 46 queries):                                                 1.0
Query 201: 0.0140                   Total number of documents
Query 202: 0.8211                   over all queries
Query 203: 0.3287                       Retrieved:    46000
Query 204: 0.5158                       Relevant:       678
Query 205: 0.4167                       Rel_ret:        546
                                                                                                     0.8
Query 206: 0.6250
Query 207: 0.1378                   Interpolated Recall -
Query 208: 0.8143                   Precision Averages:
Query 209: 0.0746                       at 0.00       0.5542
Query 210: 0.8850                       at 0.10       0.5257                                         0.6
Query 211: 0.9277                       at 0.20       0.5069
Query 212: 0.5298                       at 0.30       0.4910
Query 213: 0.7698                       at 0.40       0.4481




                                                                    Precision
Query 214: 0.0265                       at 0.50       0.4098
Query 215: 0.2000                       at 0.60       0.3601                                         0.4
Query 217: 0.9571                       at 0.70       0.3220
Query 218: 0.8052                       at 0.80       0.3022
Query 219: 0.0310                       at 0.90       0.2495
Query 221: 0.9242                       at 1.00       0.2326
Query 222: 0.0073                                                                                    0.2
Query 223: 0.5000                   Avg. prec. (non-interpolated)
Query 224: 0.2083                   for all rel. documents
Query 225: 0.0244                                     0.3850
Query 226: 0.5250                   Precision:
Query 228: 0.0138                     At    5 docs:   0.3870                                         0.0
Query 229: 0.4195                     At   10 docs:   0.3043                                           0.0        0.2         0.4              0.6        0.8   1.0
Query 230: 0.4746                     At   15 docs:   0.2478
Query 231: 0.0038                     At   20 docs:   0.2130                                                                          Recall
Query 232: 0.1087                     At   30 docs:   0.1703
Query 233: 0.5504                     At 100 docs:    0.0780
Query 234: 0.0000                     At 200 docs:    0.0470                                                            Run UAmsC04EnPo4GiSb
Query 235: 0.0115                     At 500 docs:    0.0219                                                              Comparison to median by topic
Query 236: 0.3934                     At 1000 docs:   0.0119
Query 237: 1.0000                                                                                    +1.0
Query 238: 0.0667                   R-Precision (prec. after R
Query 239: 0.1945                   (=num_rel) docs. retrieved):
Query 241: 0.0872                       Exact:        0.3399
Query 242: 0.2396
Query 243: 0.1667
Query 244: 0.0769                                                                                    +0.5
Query 245: 1.0000
Query 246: 0.2000
Query 247: 1.0000
Query 248: 0.4474
Query 249: 0.1532
Query 250: 0.0338
                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210        220               230        240   250

                                                                                                                                    Topic number
U Amsterdam, Bilingual English to Portuguese, Auto, TD                                                                  Run UAmsC04EnPo4iSPC
Average precision                   Overall statistics                                                                      Recall−Precision Values
(individual queries):               (for 46 queries):                                                 1.0
Query 201: 0.0026                   Total number of documents
Query 202: 0.7639                   over all queries
Query 203: 0.2901                       Retrieved:    46000
Query 204: 0.5278                       Relevant:       678
Query 205: 0.3333                       Rel_ret:        508
                                                                                                     0.8
Query 206: 0.1875
Query 207: 0.1939                   Interpolated Recall -
Query 208: 0.0997                   Precision Averages:
Query 209: 0.0013                       at 0.00       0.4099
Query 210: 0.8048                       at 0.10       0.3776                                         0.6
Query 211: 0.9050                       at 0.20       0.3612
Query 212: 0.0010                       at 0.30       0.3404
Query 213: 0.5947                       at 0.40       0.3162




                                                                    Precision
Query 214: 0.0012                       at 0.50       0.2946
Query 215: 0.0105                       at 0.60       0.2589                                         0.4
Query 217: 0.0020                       at 0.70       0.2172
Query 218: 0.8228                       at 0.80       0.2033
Query 219: 0.0000                       at 0.90       0.1738
Query 221: 0.4667                       at 1.00       0.1560
Query 222: 0.0029                                                                                    0.2
Query 223: 0.5000                   Avg. prec. (non-interpolated)
Query 224: 0.0134                   for all rel. documents
Query 225: 0.1111                                     0.2755
Query 226: 0.0822                   Precision:
Query 228: 0.0261                     At    5 docs:   0.2870                                         0.0
Query 229: 0.8122                     At   10 docs:   0.2391                                           0.0        0.2         0.4              0.6        0.8   1.0
Query 230: 0.4797                     At   15 docs:   0.2000
Query 231: 0.0000                     At   20 docs:   0.1761                                                                          Recall
Query 232: 0.2492                     At   30 docs:   0.1428
Query 233: 0.0007                     At 100 docs:    0.0707
Query 234: 0.0000                     At 200 docs:    0.0439                                                            Run UAmsC04EnPo4iSPC
Query 235: 0.0000                     At 500 docs:    0.0208                                                              Comparison to median by topic
Query 236: 0.1280                     At 1000 docs:   0.0110
Query 237: 1.0000                                                                                    +1.0
Query 238: 0.0625                   R-Precision (prec. after R
Query 239: 0.0715                   (=num_rel) docs. retrieved):
Query 241: 0.0018                       Exact:        0.2159
Query 242: 0.2579
Query 243: 0.0909
Query 244: 0.3333                                                                                    +0.5
Query 245: 0.8667
Query 246: 0.2000
Query 247: 1.0000
Query 248: 0.2395
Query 249: 0.0775
Query 250: 0.0566
                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210        220               230        240   250

                                                                                                                                    Topic number
U Amsterdam, Bilingual English to Portuguese, Auto, TD                                                                  Run UAmsC04EnPo4iSWL
Average precision                   Overall statistics                                                                      Recall−Precision Values
(individual queries):               (for 46 queries):                                                 1.0
Query 201: 0.0112                   Total number of documents
Query 202: 0.8235                   over all queries
Query 203: 0.2158                       Retrieved:    46000
Query 204: 0.6443                       Relevant:       678
Query 205: 0.3409                       Rel_ret:        404
                                                                                                     0.8
Query 206: 0.2111
Query 207: 0.0035                   Interpolated Recall -
Query 208: 0.7209                   Precision Averages:
Query 209: 0.0037                       at 0.00       0.4241
Query 210: 0.7869                       at 0.10       0.4191                                         0.6
Query 211: 0.9109                       at 0.20       0.3960
Query 212: 0.0769                       at 0.30       0.3882
Query 213: 0.7410                       at 0.40       0.3767




                                                                    Precision
Query 214: 0.0171                       at 0.50       0.3492
Query 215: 0.0137                       at 0.60       0.3054                                         0.4
Query 217: 0.0125                       at 0.70       0.2804
Query 218: 0.8034                       at 0.80       0.2503
Query 219: 0.0088                       at 0.90       0.2222
Query 221: 0.9484                       at 1.00       0.2058
Query 222: 0.0000                                                                                    0.2
Query 223: 0.5000                   Avg. prec. (non-interpolated)
Query 224: 0.7500                   for all rel. documents
Query 225: 0.1667                                     0.3207
Query 226: 0.9500                   Precision:
Query 228: 0.0065                     At    5 docs:   0.3087                                         0.0
Query 229: 0.0243                     At   10 docs:   0.2370                                           0.0        0.2         0.4              0.6        0.8   1.0
Query 230: 0.5219                     At   15 docs:   0.1986
Query 231: 0.0023                     At   20 docs:   0.1707                                                                          Recall
Query 232: 0.0519                     At   30 docs:   0.1406
Query 233: 0.4894                     At 100 docs:    0.0602
Query 234: 0.0433                     At 200 docs:    0.0347                                                            Run UAmsC04EnPo4iSWL
Query 235: 0.0000                     At 500 docs:    0.0160                                                              Comparison to median by topic
Query 236: 0.1152                     At 1000 docs:   0.0088
Query 237: 1.0000                                                                                    +1.0
Query 238: 0.0400                   R-Precision (prec. after R
Query 239: 0.1440                   (=num_rel) docs. retrieved):
Query 241: 0.0114                       Exact:        0.2567
Query 242: 0.3126
Query 243: 0.1111
Query 244: 0.2000                                                                                    +0.5
Query 245: 0.2778
Query 246: 0.2000
Query 247: 1.0000
Query 248: 0.5202
Query 249: 0.0204
Query 250: 0.0000
                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210        220               230        240   250

                                                                                                                                    Topic number
U Amsterdam, Bilingual English to Portuguese, Auto, TD                                                                  Run UAmsC04EnPoAll
Average precision                   Overall statistics                                                                     Recall−Precision Values
(individual queries):               (for 46 queries):                                                 1.0
Query 201: 0.0110                   Total number of documents
Query 202: 0.8113                   over all queries
Query 203: 0.3778                       Retrieved:    46000
Query 204: 0.7459                       Relevant:       678
Query 205: 0.5000                       Rel_ret:        581
                                                                                                     0.8
Query 206: 0.6250
Query 207: 0.1296                   Interpolated Recall -
Query 208: 0.8393                   Precision Averages:
Query 209: 0.0759                       at 0.00       0.6131
Query 210: 0.8600                       at 0.10       0.5768                                         0.6
Query 211: 0.9379                       at 0.20       0.5444
Query 212: 0.3782                       at 0.30       0.5174
Query 213: 0.8005                       at 0.40       0.4853




                                                                    Precision
Query 214: 0.0059                       at 0.50       0.4635
Query 215: 0.2500                       at 0.60       0.4197                                         0.4
Query 217: 0.8240                       at 0.70       0.3672
Query 218: 0.8337                       at 0.80       0.3416
Query 219: 0.0036                       at 0.90       0.3056
Query 221: 0.9107                       at 1.00       0.2827
Query 222: 0.0047                                                                                    0.2
Query 223: 0.5000                   Avg. prec. (non-interpolated)
Query 224: 0.3667                   for all rel. documents
Query 225: 1.0000                                     0.4366
Query 226: 0.6917                   Precision:
Query 228: 0.0960                     At    5 docs:   0.4217                                         0.0
Query 229: 0.7764                     At   10 docs:   0.3239                                           0.0        0.2        0.4              0.6        0.8   1.0
Query 230: 0.5436                     At   15 docs:   0.2565
Query 231: 0.0012                     At   20 docs:   0.2239                                                                         Recall
Query 232: 0.2365                     At   30 docs:   0.1848
Query 233: 0.5451                     At 100 docs:    0.0893
Query 234: 0.0130                     At 200 docs:    0.0536                                                            Run UAmsC04EnPoAll
Query 235: 0.0032                     At 500 docs:    0.0239                                                             Comparison to median by topic
Query 236: 0.3981                     At 1000 docs:   0.0126
Query 237: 1.0000                                                                                    +1.0
Query 238: 0.0526                   R-Precision (prec. after R
Query 239: 0.1781                   (=num_rel) docs. retrieved):
Query 241: 0.0543                       Exact:        0.3656
Query 242: 0.2270
Query 243: 0.1250
Query 244: 0.3333                                                                                    +0.5
Query 245: 1.0000
Query 246: 0.3333
Query 247: 1.0000
Query 248: 0.5439
Query 249: 0.0976
Query 250: 0.0436
                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210       220               230        240   250

                                                                                                                                   Topic number
Université de Neuchâtel, Bilingual English to Portuguese, Auto, TD                                                         Run UniNEBpt1
Average precision                   Overall statistics
(individual queries):               (for 46 queries):
                                                                                                                           Recall−Precision Values
                                                                                                       1.0
Query 201: 0.0350                   Total number of documents
Query 202: 0.8565                   over all queries
Query 203: 0.4145                       Retrieved:    46000
Query 204: 0.8632                       Relevant:       678
Query 205: 0.2333                       Rel_ret:        433                                           0.8
Query 206: 0.7500
Query 207: 0.1651                   Interpolated Recall -
Query 208: 1.0000                   Precision Averages:
Query 209: 0.0009                       at 0.00       0.5844
Query 210: 0.8767                       at 0.10       0.5740                                          0.6
Query 211: 0.9188                       at 0.20       0.5475
Query 212: 0.4273                       at 0.30       0.5301
Query 213: 0.7301                       at 0.40       0.5240




                                                                     Precision
Query 214: 0.0074                       at 0.50       0.4976
Query 215: 0.1111                       at 0.60       0.4411                                          0.4
Query 217: 0.6114                       at 0.70       0.4263
Query 218: 0.8305                       at 0.80       0.4158
Query 219: 0.0096                       at 0.90       0.3992
Query 221: 0.8972                       at 1.00       0.3645
Query 222: 0.0272                                                                                     0.2
Query 223: 1.0000                   Avg. prec. (non-interpolated)
Query 224: 1.0000                   for all rel. documents
Query 225: 0.1429                                     0.4704
Query 226: 1.0000                   Precision:
Query 228: 0.2856                     At    5 docs:   0.4043                                          0.0
Query 229: 0.0007                     At   10 docs:   0.3239                                            0.0        0.2       0.4              0.6        0.8   1.0
Query 230: 0.4170                     At   15 docs:   0.2536
Query 231: 0.0008                     At   20 docs:   0.2185                                                                         Recall
Query 232: 0.1190                     At   30 docs:   0.1732
Query 233: 0.8114                     At 100 docs:    0.0683
Query 234: 0.3667                     At 200 docs:    0.0386                                                               Run UniNEBpt1
Query 235: 0.0021                     At 500 docs:    0.0176
Query 236: 1.0000                     At 1000 docs:   0.0094                                                             Comparison to median by topic
Query 237: 1.0000                                                                                     +1.0
Query 238: 0.0526                   R-Precision (prec. after R
Query 239: 0.1524                   (=num_rel) docs. retrieved):
Query 241: 0.0048                       Exact:        0.4352
Query 242: 0.4266
Query 243: 0.1667
Query 244: 0.0061                                                                                     +0.5
Query 245: 1.0000
Query 246: 1.0000
Query 247: 1.0000
Query 248: 0.6705
Query 249: 0.2289
Query 250: 0.0174
                                                                                                       0.0
                                                                     Difference (average precision)




                                                                                                      −0.5




                                                                                                      −1.0
                                                                                                             201   210      220               230        240   250

                                                                                                                                   Topic number
Université de Neuchâtel, Bilingual English to Portuguese, Auto, TD                                                         Run UniNEBpt2
Average precision                   Overall statistics
(individual queries):               (for 46 queries):
                                                                                                                           Recall−Precision Values
                                                                                                       1.0
Query 201: 0.0333                   Total number of documents
Query 202: 0.8471                   over all queries
Query 203: 0.3940                       Retrieved:    46000
Query 204: 0.8632                       Relevant:       678
Query 205: 0.6111                       Rel_ret:        434                                           0.8
Query 206: 0.7000
Query 207: 0.1943                   Interpolated Recall -
Query 208: 1.0000                   Precision Averages:
Query 209: 0.0011                       at 0.00       0.5704
Query 210: 0.8767                       at 0.10       0.5607                                          0.6
Query 211: 0.9090                       at 0.20       0.5273
Query 212: 0.4133                       at 0.30       0.5141
Query 213: 0.7287                       at 0.40       0.5052




                                                                     Precision
Query 214: 0.0056                       at 0.50       0.4832
Query 215: 0.1000                       at 0.60       0.4221                                          0.4
Query 217: 0.3176                       at 0.70       0.4025
Query 218: 0.8324                       at 0.80       0.3874
Query 219: 0.0098                       at 0.90       0.3759
Query 221: 0.9151                       at 1.00       0.3370
Query 222: 0.0203                                                                                     0.2
Query 223: 1.0000                   Avg. prec. (non-interpolated)
Query 224: 1.0000                   for all rel. documents
Query 225: 0.1429                                     0.4491
Query 226: 1.0000                   Precision:
Query 228: 0.0859                     At    5 docs:   0.3826                                          0.0
Query 229: 0.0020                     At   10 docs:   0.3087                                            0.0        0.2       0.4              0.6        0.8   1.0
Query 230: 0.4612                     At   15 docs:   0.2478
Query 231: 0.0020                     At   20 docs:   0.2141                                                                         Recall
Query 232: 0.1321                     At   30 docs:   0.1681
Query 233: 0.8096                     At 100 docs:    0.0663
Query 234: 0.3667                     At 200 docs:    0.0378                                                               Run UniNEBpt2
Query 235: 0.0000                     At 500 docs:    0.0176
Query 236: 0.9167                     At 1000 docs:   0.0094                                                             Comparison to median by topic
Query 237: 1.0000                                                                                     +1.0
Query 238: 0.0500                   R-Precision (prec. after R
Query 239: 0.1517                   (=num_rel) docs. retrieved):
Query 241: 0.0070                       Exact:        0.3963
Query 242: 0.4512
Query 243: 0.1429
Query 244: 0.0112                                                                                     +0.5
Query 245: 1.0000
Query 246: 0.3333
Query 247: 1.0000
Query 248: 0.6400
Query 249: 0.1767
Query 250: 0.0034
                                                                                                       0.0
                                                                     Difference (average precision)




                                                                                                      −0.5




                                                                                                      −1.0
                                                                                                             201   210      220               230        240   250

                                                                                                                                   Topic number
JHU/APL, Bilingual English to Russian, Auto, TD                                                                            Run aplbibgrub
Average precision                   Overall statistics
(individual queries):               (for 34 queries):
                                                                                                                          Recall−Precision Values
                                                                                                      1.0
Query 201: 0.0015                   Total number of documents
Query 202: 0.0164                   over all queries
Query 203: 0.0000                       Retrieved:    34000
Query 207: 0.0000                       Relevant:       123
Query 209: 0.0169                       Rel_ret:         81                                          0.8
Query 210: 0.2358
Query 211: 1.0000                   Interpolated Recall -
Query 212: 0.0481                   Precision Averages:
Query 213: 0.2870                       at 0.00       0.2516
Query 214: 0.0410                       at 0.10       0.2369                                         0.6
Query 215: 0.0000                       at 0.20       0.2267
Query 216: 0.0000                       at 0.30       0.2030
Query 218: 0.1667                       at 0.40       0.1818




                                                                    Precision
Query 220: 0.0000                       at 0.50       0.1663
Query 221: 0.2582                       at 0.60       0.0890                                         0.4
Query 224: 0.5000                       at 0.70       0.0771
Query 225: 0.0000                       at 0.80       0.0756
Query 226: 0.0033                       at 0.90       0.0686
Query 227: 0.0000                       at 1.00       0.0680
Query 228: 0.0012                                                                                    0.2
Query 230: 0.4102                   Avg. prec. (non-interpolated)
Query 231: 0.0192                   for all rel. documents
Query 232: 0.0003                                     0.1407
Query 233: 0.0064                   Precision:
Query 234: 0.0010                     At    5 docs:   0.1059                                         0.0
Query 235: 0.0014                     At   10 docs:   0.0647                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 237: 0.3750                     At   15 docs:   0.0510
Query 238: 0.0135                     At   20 docs:   0.0426                                                                        Recall
Query 239: 0.1097                     At   30 docs:   0.0373
Query 241: 0.2107                     At 100 docs:    0.0153
Query 242: 0.0312                     At 200 docs:    0.0091                                                               Run aplbibgrub
Query 244: 1.0000                     At 500 docs:    0.0042
Query 245: 0.0279                     At 1000 docs:   0.0024                                                            Comparison to median by topic
Query 250: 0.0000                                                                                    +1.0
                                    R-Precision (prec. after R
                                    (=num_rel) docs. retrieved):
                                        Exact:        0.1505


                                                                                                     +0.5




                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
UC Berkeley, Bilingual Chinese to Russian, Auto, TD                                                                     Run BKRUBLCR1
Average precision                   Overall statistics                                                                    Recall−Precision Values
(individual queries):               (for 34 queries):                                                 1.0
Query 201: 0.0000                   Total number of documents
Query 202: 0.0005                   over all queries
Query 203: 0.0164                       Retrieved:    34000
Query 207: 0.0000                       Relevant:       123
Query 209: 0.0368                       Rel_ret:         57
                                                                                                     0.8
Query 210: 0.6738
Query 211: 0.0476                   Interpolated Recall -
Query 212: 0.0143                   Precision Averages:
Query 213: 0.0001                       at 0.00       0.1659
Query 214: 0.8667                       at 0.10       0.1659                                         0.6
Query 215: 0.0033                       at 0.20       0.1559
Query 216: 0.0000                       at 0.30       0.1167
Query 218: 0.0029                       at 0.40       0.1137




                                                                    Precision
Query 220: 0.0007                       at 0.50       0.1051
Query 221: 0.5833                       at 0.60       0.0844                                         0.4
Query 224: 0.0014                       at 0.70       0.0704
Query 225: 0.1328                       at 0.80       0.0551
Query 226: 0.0000                       at 0.90       0.0540
Query 227: 0.0013                       at 1.00       0.0540
Query 228: 0.0030                                                                                    0.2
Query 230: 0.2474                   Avg. prec. (non-interpolated)
Query 231: 0.0141                   for all rel. documents
Query 232: 0.0003                                     0.0956
Query 233: 0.2173                   Precision:
Query 234: 0.0000                     At    5 docs:   0.0765                                         0.0
Query 235: 0.0987                     At   10 docs:   0.0471                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 237: 0.0000                     At   15 docs:   0.0373
Query 238: 0.0000                     At   20 docs:   0.0294                                                                        Recall
Query 239: 0.0067                     At   30 docs:   0.0216
Query 241: 0.0022                     At 100 docs:    0.0085
Query 242: 0.0278                     At 200 docs:    0.0053                                                             Run BKRUBLCR1
Query 244: 0.2500                     At 500 docs:    0.0030                                                            Comparison to median by topic
Query 245: 0.0000                     At 1000 docs:   0.0017
Query 250: 0.0000                                                                                    +1.0
                                    R-Precision (prec. after R
                                    (=num_rel) docs. retrieved):
                                        Exact:        0.0696


                                                                                                     +0.5




                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
UC Berkeley, Bilingual Chinese to Russian, Auto, TDN                                                                    Run BKRUBLCR2
Average precision                   Overall statistics                                                                    Recall−Precision Values
(individual queries):               (for 34 queries):                                                 1.0
Query 201: 0.0000                   Total number of documents
Query 202: 0.0005                   over all queries
Query 203: 0.0200                       Retrieved:    34000
Query 207: 0.0000                       Relevant:       123
Query 209: 0.0250                       Rel_ret:         68
                                                                                                     0.8
Query 210: 0.5513
Query 211: 0.0482                   Interpolated Recall -
Query 212: 0.0186                   Precision Averages:
Query 213: 0.0028                       at 0.00       0.1924
Query 214: 0.8667                       at 0.10       0.1924                                         0.6
Query 215: 0.0024                       at 0.20       0.1822
Query 216: 0.0000                       at 0.30       0.1417
Query 218: 0.0011                       at 0.40       0.1414




                                                                    Precision
Query 220: 0.0022                       at 0.50       0.1215
Query 221: 0.5833                       at 0.60       0.1077                                         0.4
Query 224: 0.0020                       at 0.70       0.0921
Query 225: 0.1885                       at 0.80       0.0782
Query 226: 0.0000                       at 0.90       0.0776
Query 227: 0.0094                       at 1.00       0.0776
Query 228: 0.0022                                                                                    0.2
Query 230: 0.2604                   Avg. prec. (non-interpolated)
Query 231: 0.0047                   for all rel. documents
Query 232: 0.0006                                     0.1197
Query 233: 0.2878                   Precision:
Query 234: 0.0000                     At    5 docs:   0.0706                                         0.0
Query 235: 0.0419                     At   10 docs:   0.0500                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 237: 0.0365                     At   15 docs:   0.0412
Query 238: 0.0189                     At   20 docs:   0.0353                                                                        Recall
Query 239: 0.0244                     At   30 docs:   0.0255
Query 241: 0.0026                     At 100 docs:    0.0091
Query 242: 0.0667                     At 200 docs:    0.0062                                                             Run BKRUBLCR2
Query 244: 1.0000                     At 500 docs:    0.0034                                                            Comparison to median by topic
Query 245: 0.0010                     At 1000 docs:   0.0020
Query 250: 0.0000                                                                                    +1.0
                                    R-Precision (prec. after R
                                    (=num_rel) docs. retrieved):
                                        Exact:        0.0990


                                                                                                     +0.5




                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
UC Berkeley, Bilingual English to Russian, Auto, TDN                                                                    Run BKRUBLER1
Average precision                   Overall statistics                                                                    Recall−Precision Values
(individual queries):               (for 34 queries):                                                 1.0
Query 201: 0.0010                   Total number of documents
Query 202: 0.0009                   over all queries
Query 203: 0.0025                       Retrieved:    34000
Query 207: 0.0087                       Relevant:       123                                          0.8
Query 209: 0.0030                       Rel_ret:         69
Query 210: 0.3151
Query 211: 0.8333                   Interpolated Recall -
Query 212: 0.0070                   Precision Averages:
Query 213: 0.0005                       at 0.00       0.2444
Query 214: 0.4623                       at 0.10       0.2430                                         0.6
Query 215: 0.0038                       at 0.20       0.2423
Query 216: 0.5000                       at 0.30       0.1809
Query 218: 0.0294                       at 0.40       0.1563




                                                                    Precision
Query 220: 0.0000                       at 0.50       0.1445
Query 221: 0.5833                       at 0.60       0.0896                                         0.4
Query 224: 0.1250                       at 0.70       0.0796
Query 225: 0.1027                       at 0.80       0.0771
Query 226: 0.0014                       at 0.90       0.0764
Query 227: 0.0088                       at 1.00       0.0764
Query 228: 0.0027                                                                                    0.2
Query 230: 0.1511                   Avg. prec. (non-interpolated)
Query 231: 0.0074                   for all rel. documents
Query 232: 0.0002                                     0.1361
Query 233: 0.2416                   Precision:
Query 234: 0.0000                     At    5 docs:   0.0765                                         0.0
Query 235: 0.1444                     At   10 docs:   0.0500                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 237: 0.0290                     At   15 docs:   0.0412
Query 238: 0.0128                     At   20 docs:   0.0338                                                                        Recall
Query 239: 0.0039                     At   30 docs:   0.0255
Query 241: 0.0101                     At 100 docs:    0.0097
Query 242: 0.0323                     At 200 docs:    0.0054                                                             Run BKRUBLER1
Query 244: 1.0000                     At 500 docs:    0.0033                                                            Comparison to median by topic
Query 245: 0.0019                     At 1000 docs:   0.0020
Query 250: 0.0000                                                                                    +1.0
                                    R-Precision (prec. after R
                                    (=num_rel) docs. retrieved):
                                        Exact:        0.1127


                                                                                                     +0.5




                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
UC Berkeley, Bilingual English to Russian, Auto, TDN                                                                    Run BKRUBLER2
Average precision                   Overall statistics                                                                    Recall−Precision Values
(individual queries):               (for 34 queries):                                                 1.0
Query 201: 0.0288                   Total number of documents
Query 202: 0.0008                   over all queries
Query 203: 0.0061                       Retrieved:    34000
Query 207: 0.0000                       Relevant:       123                                          0.8
Query 209: 0.0007                       Rel_ret:         85
Query 210: 0.0016
Query 211: 1.0000                   Interpolated Recall -
Query 212: 0.0846                   Precision Averages:
Query 213: 0.0054                       at 0.00       0.2965
Query 214: 0.0050                       at 0.10       0.2965                                         0.6
Query 215: 0.2000                       at 0.20       0.2806
Query 216: 0.5000                       at 0.30       0.2269
Query 218: 0.0027                       at 0.40       0.2205




                                                                    Precision
Query 220: 0.0751                       at 0.50       0.1976
Query 221: 0.5222                       at 0.60       0.0940                                         0.4
Query 224: 0.0383                       at 0.70       0.0813
Query 225: 0.0052                       at 0.80       0.0806
Query 226: 0.0000                       at 0.90       0.0802
Query 227: 0.5000                       at 1.00       0.0797
Query 228: 0.0016                                                                                    0.2
Query 230: 0.2160                   Avg. prec. (non-interpolated)
Query 231: 1.0000                   for all rel. documents
Query 232: 0.4792                                     0.1638
Query 233: 0.1171                   Precision:
Query 234: 0.0000                     At    5 docs:   0.1059                                         0.0
Query 235: 0.2011                     At   10 docs:   0.0647                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 237: 0.0020                     At   15 docs:   0.0529
Query 238: 0.0012                     At   20 docs:   0.0426                                                                        Recall
Query 239: 0.4001                     At   30 docs:   0.0314
Query 241: 0.0779                     At 100 docs:    0.0144
Query 242: 0.0250                     At 200 docs:    0.0085                                                             Run BKRUBLER2
Query 244: 0.0714                     At 500 docs:    0.0044                                                            Comparison to median by topic
Query 245: 0.0014                     At 1000 docs:   0.0025
Query 250: 0.0000                                                                                    +1.0
                                    R-Precision (prec. after R
                                    (=num_rel) docs. retrieved):
                                        Exact:        0.1609


                                                                                                     +0.5




                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
UC Berkeley, Bilingual English to Russian, Auto, TD                                                                     Run BKRUBLER3
Average precision                   Overall statistics                                                                    Recall−Precision Values
(individual queries):               (for 34 queries):                                                 1.0
Query 201: 0.0000                   Total number of documents
Query 202: 0.3603                   over all queries
Query 203: 1.0000                       Retrieved:    34000
Query 207: 0.0000                       Relevant:       123                                          0.8
Query 209: 0.3088                       Rel_ret:         98
Query 210: 0.3958
Query 211: 1.0000                   Interpolated Recall -
Query 212: 0.2420                   Precision Averages:
Query 213: 0.3755                       at 0.00       0.5158
Query 214: 0.1144                       at 0.10       0.5147                                         0.6
Query 215: 0.3333                       at 0.20       0.4951
Query 216: 0.0000                       at 0.30       0.4328
Query 218: 0.2500                       at 0.40       0.3617




                                                                    Precision
Query 220: 0.0014                       at 0.50       0.3470
Query 221: 0.8333                       at 0.60       0.2648                                         0.4
Query 224: 0.5052                       at 0.70       0.2268
Query 225: 0.4206                       at 0.80       0.2145
Query 226: 0.0025                       at 0.90       0.1997
Query 227: 0.0058                       at 1.00       0.1997
Query 228: 0.2500                                                                                    0.2
Query 230: 0.2461                   Avg. prec. (non-interpolated)
Query 231: 0.3333                   for all rel. documents
Query 232: 0.0288                                     0.3291
Query 233: 0.2641                   Precision:
Query 234: 0.4556                     At    5 docs:   0.1824                                         0.0
Query 235: 0.0012                     At   10 docs:   0.1147                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 237: 0.3500                     At   15 docs:   0.0922
Query 238: 1.0000                     At   20 docs:   0.0750                                                                        Recall
Query 239: 0.3188                     At   30 docs:   0.0559
Query 241: 0.1066                     At 100 docs:    0.0226
Query 242: 0.0189                     At 200 docs:    0.0125                                                             Run BKRUBLER3
Query 244: 1.0000                     At 500 docs:    0.0054                                                            Comparison to median by topic
Query 245: 0.6667                     At 1000 docs:   0.0029
Query 250: 0.0000                                                                                    +1.0
                                    R-Precision (prec. after R
                                    (=num_rel) docs. retrieved):
                                        Exact:        0.3010


                                                                                                     +0.5




                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
UC Berkeley, Bilingual English to Russian, Auto, TDN                                                                    Run BKRUBLER4
Average precision                   Overall statistics                                                                    Recall−Precision Values
(individual queries):               (for 34 queries):                                                 1.0
Query 201: 0.0013                   Total number of documents
Query 202: 0.3562                   over all queries
Query 203: 0.0909                       Retrieved:    34000
Query 207: 0.0000                       Relevant:       123                                          0.8
Query 209: 0.3929                       Rel_ret:         93
Query 210: 0.3574
Query 211: 1.0000                   Interpolated Recall -
Query 212: 0.0093                   Precision Averages:
Query 213: 0.3340                       at 0.00       0.4575
Query 214: 0.0233                       at 0.10       0.4575                                         0.6
Query 215: 0.2000                       at 0.20       0.4493
Query 216: 0.0000                       at 0.30       0.4281
Query 218: 0.2500                       at 0.40       0.3239




                                                                    Precision
Query 220: 0.0716                       at 0.50       0.2932
Query 221: 0.8333                       at 0.60       0.1990                                         0.4
Query 224: 0.1037                       at 0.70       0.1907
Query 225: 0.4206                       at 0.80       0.1782
Query 226: 0.0030                       at 0.90       0.1629
Query 227: 0.5000                       at 1.00       0.1629
Query 228: 0.3333                                                                                    0.2
Query 230: 0.1731                   Avg. prec. (non-interpolated)
Query 231: 1.0000                   for all rel. documents
Query 232: 0.1084                                     0.2850
Query 233: 0.2574                   Precision:
Query 234: 0.3434                     At    5 docs:   0.1824                                         0.0
Query 235: 0.0004                     At   10 docs:   0.1206                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 237: 0.3333                     At   15 docs:   0.0961
Query 238: 0.2500                     At   20 docs:   0.0750                                                                        Recall
Query 239: 0.4583                     At   30 docs:   0.0539
Query 241: 0.0869                     At 100 docs:    0.0212
Query 242: 0.0303                     At 200 docs:    0.0116                                                             Run BKRUBLER4
Query 244: 1.0000                     At 500 docs:    0.0052                                                            Comparison to median by topic
Query 245: 0.3667                     At 1000 docs:   0.0027
Query 250: 0.0000                                                                                    +1.0
                                    R-Precision (prec. after R
                                    (=num_rel) docs. retrieved):
                                        Exact:        0.2575


                                                                                                     +0.5




                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
UC Berkeley, Bilingual English to Russian, Auto, TD                                                                     Run BKRUBLJR1
Average precision                   Overall statistics                                                                    Recall−Precision Values
(individual queries):               (for 34 queries):                                                 1.0
Query 201: 0.0000                   Total number of documents
Query 202: 0.0008                   over all queries
Query 203: 0.0045                       Retrieved:    34000
Query 207: 0.0000                       Relevant:       123                                          0.8
Query 209: 0.0058                       Rel_ret:         64
Query 210: 0.6738
Query 211: 0.4167                   Interpolated Recall -
Query 212: 0.5216                   Precision Averages:
Query 213: 0.0021                       at 0.00       0.2036
Query 214: 0.0005                       at 0.10       0.2036                                         0.6
Query 215: 0.0040                       at 0.20       0.1888
Query 216: 0.0000                       at 0.30       0.1689
Query 218: 0.0057                       at 0.40       0.1607




                                                                    Precision
Query 220: 0.0000                       at 0.50       0.1288
Query 221: 0.8333                       at 0.60       0.0858                                         0.4
Query 224: 0.0455                       at 0.70       0.0808
Query 225: 0.1611                       at 0.80       0.0653
Query 226: 0.0179                       at 0.90       0.0611
Query 227: 0.0026                       at 1.00       0.0611
Query 228: 0.0030                                                                                    0.2
Query 230: 0.2550                   Avg. prec. (non-interpolated)
Query 231: 0.0156                   for all rel. documents
Query 232: 0.0000                                     0.1166
Query 233: 0.0583                   Precision:
Query 234: 0.0000                     At    5 docs:   0.1000                                         0.0
Query 235: 0.4012                     At   10 docs:   0.0647                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 237: 0.3750                     At   15 docs:   0.0510
Query 238: 0.0059                     At   20 docs:   0.0426                                                                        Recall
Query 239: 0.0869                     At   30 docs:   0.0294
Query 241: 0.0027                     At 100 docs:    0.0115
Query 242: 0.0556                     At 200 docs:    0.0065                                                             Run BKRUBLJR1
Query 244: 0.0078                     At 500 docs:    0.0034                                                            Comparison to median by topic
Query 245: 0.0000                     At 1000 docs:   0.0019
Query 250: 0.0000                                                                                    +1.0
                                    R-Precision (prec. after R
                                    (=num_rel) docs. retrieved):
                                        Exact:        0.0853


                                                                                                     +0.5




                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
UC Berkeley, Bilingual English to Russian, Auto, TDN                                                                    Run BKRUBLJR2
Average precision                   Overall statistics                                                                    Recall−Precision Values
(individual queries):               (for 34 queries):                                                 1.0
Query 201: 0.0000                   Total number of documents
Query 202: 0.0020                   over all queries
Query 203: 0.0024                       Retrieved:    34000
Query 207: 0.0000                       Relevant:       123                                          0.8
Query 209: 0.0037                       Rel_ret:         67
Query 210: 0.4668
Query 211: 0.4167                   Interpolated Recall -
Query 212: 0.0648                   Precision Averages:
Query 213: 0.0021                       at 0.00       0.1709
Query 214: 0.0019                       at 0.10       0.1709                                         0.6
Query 215: 0.0028                       at 0.20       0.1699
Query 216: 0.0007                       at 0.30       0.1249
Query 218: 0.0017                       at 0.40       0.1185




                                                                    Precision
Query 220: 0.0016                       at 0.50       0.1130
Query 221: 0.5833                       at 0.60       0.0898                                         0.4
Query 224: 0.0714                       at 0.70       0.0846
Query 225: 0.0785                       at 0.80       0.0726
Query 226: 0.0018                       at 0.90       0.0701
Query 227: 0.0028                       at 1.00       0.0701
Query 228: 0.0023                                                                                    0.2
Query 230: 0.1935                   Avg. prec. (non-interpolated)
Query 231: 0.0043                   for all rel. documents
Query 232: 0.0006                                     0.1050
Query 233: 0.0903                   Precision:
Query 234: 0.0000                     At    5 docs:   0.0765                                         0.0
Query 235: 0.0764                     At   10 docs:   0.0500                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 237: 0.3750                     At   15 docs:   0.0373
Query 238: 0.0000                     At   20 docs:   0.0309                                                                        Recall
Query 239: 0.0721                     At   30 docs:   0.0255
Query 241: 0.0017                     At 100 docs:    0.0103
Query 242: 0.0500                     At 200 docs:    0.0060                                                             Run BKRUBLJR2
Query 244: 1.0000                     At 500 docs:    0.0032                                                            Comparison to median by topic
Query 245: 0.0006                     At 1000 docs:   0.0020
Query 250: 0.0000                                                                                    +1.0
                                    R-Precision (prec. after R
                                    (=num_rel) docs. retrieved):
                                        Exact:        0.0868


                                                                                                     +0.5




                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
CLIPS, Bilingual English to Russian, Auto, TDN                                                                          Run CLIPS04ENRU1
Average precision                   Overall statistics                                                                    Recall−Precision Values
(individual queries):               (for 34 queries):                                                 1.0
Query 201: 0.0004                   Total number of documents
Query 202: 0.0076                   over all queries
Query 203: 0.0000                       Retrieved:    33001
Query 207: 0.0000                       Relevant:       123
Query 209: 0.0231                       Rel_ret:         73
                                                                                                     0.8
Query 210: 0.4515
Query 211: 0.2429                   Interpolated Recall -
Query 212: 0.0007                   Precision Averages:
Query 213: 0.0281                       at 0.00       0.1710
Query 214: 0.0000                       at 0.10       0.1710                                         0.6
Query 215: 0.5000                       at 0.20       0.1444
Query 216: 0.0078                       at 0.30       0.1194
Query 218: 0.0079                       at 0.40       0.1150




                                                                    Precision
Query 220: 0.0019                       at 0.50       0.1113
Query 221: 0.0814                       at 0.60       0.0999                                         0.4
Query 224: 0.0005                       at 0.70       0.0979
Query 225: 0.0000                       at 0.80       0.0958
Query 226: 1.0000                       at 0.90       0.0937
Query 227: 0.0038                       at 1.00       0.0931
Query 228: 0.0294                                                                                    0.2
Query 230: 0.1554                   Avg. prec. (non-interpolated)
Query 231: 0.0000                   for all rel. documents
Query 232: 0.0518                                     0.1137
Query 233: 0.0284                   Precision:
Query 234: 0.0000                     At    5 docs:   0.0353                                         0.0
Query 235: 0.0003                     At   10 docs:   0.0353                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 237: 0.0005                     At   15 docs:   0.0333
Query 238: 0.0020                     At   20 docs:   0.0294                                                                        Recall
Query 239: 0.0908                     At   30 docs:   0.0235
Query 241: 0.0578                     At 100 docs:    0.0124
Query 242: 0.0833                     At 200 docs:    0.0071                                                            Run CLIPS04ENRU1
Query 244: 0.0060                     At 500 docs:    0.0036                                                            Comparison to median by topic
Query 245: 0.0015                     At 1000 docs:   0.0021
Query 250: 1.0000                                                                                    +1.0
                                    R-Precision (prec. after R
                                    (=num_rel) docs. retrieved):
                                        Exact:        0.0768


                                                                                                     +0.5




                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
CLIPS, Bilingual English to Russian, Auto, TDN                                                                          Run CLIPS04ENRU2
Average precision                   Overall statistics                                                                    Recall−Precision Values
(individual queries):               (for 34 queries):                                                 1.0
Query 201: 0.0196                   Total number of documents
Query 202: 0.0092                   over all queries
Query 203: 0.0010                       Retrieved:    33001
Query 207: 0.0000                       Relevant:       123
Query 209: 0.0006                       Rel_ret:         56
                                                                                                     0.8
Query 210: 0.2662
Query 211: 0.2262                   Interpolated Recall -
Query 212: 0.0002                   Precision Averages:
Query 213: 0.0092                       at 0.00       0.0859
Query 214: 0.0005                       at 0.10       0.0859                                         0.6
Query 215: 0.5000                       at 0.20       0.0768
Query 216: 0.0000                       at 0.30       0.0468
Query 218: 0.0040                       at 0.40       0.0435




                                                                    Precision
Query 220: 0.0022                       at 0.50       0.0417
Query 221: 0.0160                       at 0.60       0.0401                                         0.4
Query 224: 0.0000                       at 0.70       0.0343
Query 225: 0.0000                       at 0.80       0.0336
Query 226: 0.1429                       at 0.90       0.0333
Query 227: 0.0000                       at 1.00       0.0333
Query 228: 0.0417                                                                                    0.2
Query 230: 0.0254                   Avg. prec. (non-interpolated)
Query 231: 0.0013                   for all rel. documents
Query 232: 0.0207                                     0.0462
Query 233: 0.0000                   Precision:
Query 234: 0.0000                     At    5 docs:   0.0176                                         0.0
Query 235: 0.0000                     At   10 docs:   0.0294                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 237: 0.0004                     At   15 docs:   0.0216
Query 238: 0.0000                     At   20 docs:   0.0191                                                                        Recall
Query 239: 0.1103                     At   30 docs:   0.0157
Query 241: 0.0247                     At 100 docs:    0.0071
Query 242: 0.0222                     At 200 docs:    0.0044                                                            Run CLIPS04ENRU2
Query 244: 0.0000                     At 500 docs:    0.0024                                                            Comparison to median by topic
Query 245: 0.0014                     At 1000 docs:   0.0016
Query 250: 0.1250                                                                                    +1.0
                                    R-Precision (prec. after R
                                    (=num_rel) docs. retrieved):
                                        Exact:        0.0136


                                                                                                     +0.5




                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
CLIPS, Bilingual French to Russian, Auto, TDN                                                                           Run CLIPS04FRRU1
Average precision                   Overall statistics                                                                    Recall−Precision Values
(individual queries):               (for 34 queries):                                                 1.0
Query 201: 0.0000                   Total number of documents
Query 202: 0.0173                   over all queries
Query 203: 0.0025                       Retrieved:    32007
Query 207: 0.0000                       Relevant:       123
Query 209: 0.0055                       Rel_ret:         43
                                                                                                     0.8
Query 210: 0.0179
Query 211: 0.4167                   Interpolated Recall -
Query 212: 0.0044                   Precision Averages:
Query 213: 0.0106                       at 0.00       0.0847
Query 214: 0.0023                       at 0.10       0.0847                                         0.6
Query 215: 0.5000                       at 0.20       0.0847
Query 216: 0.0000                       at 0.30       0.0697
Query 218: 0.0016                       at 0.40       0.0686




                                                                    Precision
Query 220: 0.0000                       at 0.50       0.0683
Query 221: 0.0118                       at 0.60       0.0626                                         0.4
Query 224: 0.0000                       at 0.70       0.0449
Query 225: 0.0000                       at 0.80       0.0446
Query 226: 0.1429                       at 0.90       0.0446
Query 227: 0.0000                       at 1.00       0.0446
Query 228: 0.0074                                                                                    0.2
Query 230: 0.0043                   Avg. prec. (non-interpolated)
Query 231: 0.0000                   for all rel. documents
Query 232: 0.0000                                     0.0612
Query 233: 0.0028                   Precision:
Query 234: 0.0000                     At    5 docs:   0.0353                                         0.0
Query 235: 0.4200                     At   10 docs:   0.0235                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 237: 0.0000                     At   15 docs:   0.0176
Query 238: 0.0000                     At   20 docs:   0.0132                                                                        Recall
Query 239: 0.0000                     At   30 docs:   0.0088
Query 241: 0.0052                     At 100 docs:    0.0053
Query 242: 0.5000                     At 200 docs:    0.0038                                                            Run CLIPS04FRRU1
Query 244: 0.0083                     At 500 docs:    0.0022                                                            Comparison to median by topic
Query 245: 0.0000                     At 1000 docs:   0.0013
Query 250: 0.0000                                                                                    +1.0
                                    R-Precision (prec. after R
                                    (=num_rel) docs. retrieved):
                                        Exact:        0.0324


                                                                                                     +0.5




                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
CLIPS, Bilingual French to Russian, Auto, TDN                                                                           Run CLIPS04FRRU2
Average precision                   Overall statistics                                                                    Recall−Precision Values
(individual queries):               (for 34 queries):                                                 1.0
Query 201: 0.0000                   Total number of documents
Query 202: 0.0173                   over all queries
Query 203: 0.0019                       Retrieved:    32007
Query 207: 0.0000                       Relevant:       123
Query 209: 0.0055                       Rel_ret:         48
                                                                                                     0.8
Query 210: 0.0156
Query 211: 0.4167                   Interpolated Recall -
Query 212: 0.0040                   Precision Averages:
Query 213: 0.0106                       at 0.00       0.0682
Query 214: 0.0023                       at 0.10       0.0682                                         0.6
Query 215: 0.5000                       at 0.20       0.0676
Query 216: 0.0000                       at 0.30       0.0635
Query 218: 0.0011                       at 0.40       0.0626




                                                                    Precision
Query 220: 0.0000                       at 0.50       0.0626
Query 221: 0.0093                       at 0.60       0.0572                                         0.4
Query 224: 0.0000                       at 0.70       0.0423
Query 225: 0.0000                       at 0.80       0.0416
Query 226: 0.0500                       at 0.90       0.0416
Query 227: 0.0000                       at 1.00       0.0416
Query 228: 0.0074                                                                                    0.2
Query 230: 0.0024                   Avg. prec. (non-interpolated)
Query 231: 0.0000                   for all rel. documents
Query 232: 0.0001                                     0.0550
Query 233: 0.0077                   Precision:
Query 234: 0.0000                     At    5 docs:   0.0294                                         0.0
Query 235: 0.3000                     At   10 docs:   0.0206                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 237: 0.0000                     At   15 docs:   0.0137
Query 238: 0.0000                     At   20 docs:   0.0132                                                                        Recall
Query 239: 0.0000                     At   30 docs:   0.0108
Query 241: 0.0171                     At 100 docs:    0.0056
Query 242: 0.5000                     At 200 docs:    0.0040                                                            Run CLIPS04FRRU2
Query 244: 0.0000                     At 500 docs:    0.0021                                                            Comparison to median by topic
Query 245: 0.0000                     At 1000 docs:   0.0014
Query 250: 0.0000                                                                                    +1.0
                                    R-Precision (prec. after R
                                    (=num_rel) docs. retrieved):
                                        Exact:        0.0265


                                                                                                     +0.5




                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
Dublin City University, Bilingual English to Russian, Auto, TD                                                           Run exerussbi04a
Average precision                   Overall statistics                                                                    Recall−Precision Values
(individual queries):               (for 34 queries):                                                 1.0
Query 201: 0.0000                   Total number of documents
Query 202: 0.3912                   over all queries
Query 203: 1.0000                       Retrieved:    34000
Query 207: 0.0000                       Relevant:       123
Query 209: 0.8333                       Rel_ret:         96
                                                                                                     0.8
Query 210: 0.5799
Query 211: 1.0000                   Interpolated Recall -
Query 212: 0.1487                   Precision Averages:
Query 213: 0.2327                       at 0.00       0.4945
Query 214: 0.0093                       at 0.10       0.4945                                         0.6
Query 215: 1.0000                       at 0.20       0.4729
Query 216: 0.0000                       at 0.30       0.4192
Query 218: 0.2500                       at 0.40       0.3438




                                                                    Precision
Query 220: 0.0045                       at 0.50       0.3406
Query 221: 0.2722                       at 0.60       0.2582                                         0.4
Query 224: 0.1308                       at 0.70       0.2151
Query 225: 0.3687                       at 0.80       0.2112
Query 226: 0.0182                       at 0.90       0.2023
Query 227: 0.1250                       at 1.00       0.2017
Query 228: 0.0244                                                                                    0.2
Query 230: 0.2258                   Avg. prec. (non-interpolated)
Query 231: 1.0000                   for all rel. documents
Query 232: 0.1167                                     0.3195
Query 233: 0.2279                   Precision:
Query 234: 0.5646                     At    5 docs:   0.1824                                         0.0
Query 235: 0.0004                     At   10 docs:   0.1059                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 237: 0.2500                     At   15 docs:   0.0765
Query 238: 0.5000                     At   20 docs:   0.0632                                                                        Recall
Query 239: 0.1041                     At   30 docs:   0.0490
Query 241: 0.0535                     At 100 docs:    0.0200
Query 242: 0.0312                     At 200 docs:    0.0110                                                              Run exerussbi04a
Query 244: 1.0000                     At 500 docs:    0.0052                                                            Comparison to median by topic
Query 245: 0.4000                     At 1000 docs:   0.0028
Query 250: 0.0000                                                                                    +1.0
                                    R-Precision (prec. after R
                                    (=num_rel) docs. retrieved):
                                        Exact:        0.3060


                                                                                                     +0.5




                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
Dublin City University, Bilingual English to Russian, Auto, TD                                                          Run exerussbi04amg
Average precision                   Overall statistics
(individual queries):               (for 34 queries):                                                                     Recall−Precision Values
                                                                                                      1.0
Query 201: 0.0012                   Total number of documents
Query 202: 0.3864                   over all queries
Query 203: 1.0000                       Retrieved:    34000
Query 207: 0.0000                       Relevant:       123
Query 209: 1.0000                       Rel_ret:         95                                          0.8
Query 210: 0.3839
Query 211: 1.0000                   Interpolated Recall -
Query 212: 0.5256                   Precision Averages:
Query 213: 0.2287                       at 0.00       0.4990
Query 214: 0.0033                       at 0.10       0.4990                                         0.6
Query 215: 1.0000                       at 0.20       0.4961
Query 216: 0.0012                       at 0.30       0.4121
Query 218: 0.2500                       at 0.40       0.3450




                                                                    Precision
Query 220: 0.0062                       at 0.50       0.3334
Query 221: 0.5500                       at 0.60       0.2399                                         0.4
Query 224: 0.1667                       at 0.70       0.2036
Query 225: 0.2130                       at 0.80       0.1985
Query 226: 0.0385                       at 0.90       0.1862
Query 227: 0.5000                       at 1.00       0.1860
Query 228: 0.0039                                                                                    0.2
Query 230: 0.1773                   Avg. prec. (non-interpolated)
Query 231: 1.0000                   for all rel. documents
Query 232: 0.1140                                     0.3125
Query 233: 0.1713                   Precision:
Query 234: 0.0296                     At    5 docs:   0.1765                                         0.0
Query 235: 0.0000                     At   10 docs:   0.1088                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 237: 0.2500                     At   15 docs:   0.0784
Query 238: 0.3333                     At   20 docs:   0.0676                                                                        Recall
Query 239: 0.2985                     At   30 docs:   0.0529
Query 241: 0.0839                     At 100 docs:    0.0197
Query 242: 0.0097                     At 200 docs:    0.0110                                                            Run exerussbi04amg
Query 244: 0.5000                     At 500 docs:    0.0050
Query 245: 0.4000                     At 1000 docs:   0.0028                                                            Comparison to median by topic
Query 250: 0.0000                                                                                    +1.0
                                    R-Precision (prec. after R
                                    (=num_rel) docs. retrieved):
                                        Exact:        0.2923


                                                                                                     +0.5




                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
Dublin City University, Bilingual English to Russian, Auto, TD                                                           Run exerussbi04l
Average precision                   Overall statistics                                                                    Recall−Precision Values
(individual queries):               (for 34 queries):                                                 1.0
Query 201: 0.0000                   Total number of documents
Query 202: 0.3820                   over all queries
Query 203: 1.0000                       Retrieved:    34000
Query 207: 0.0000                       Relevant:       123
Query 209: 0.5833                       Rel_ret:         95
                                                                                                     0.8
Query 210: 0.5799
Query 211: 1.0000                   Interpolated Recall -
Query 212: 0.2616                   Precision Averages:
Query 213: 0.2377                       at 0.00       0.5021
Query 214: 0.0088                       at 0.10       0.5021                                         0.6
Query 215: 1.0000                       at 0.20       0.4653
Query 216: 0.0000                       at 0.30       0.4049
Query 218: 0.2500                       at 0.40       0.3106




                                                                    Precision
Query 220: 0.0028                       at 0.50       0.3081
Query 221: 0.2727                       at 0.60       0.2294                                         0.4
Query 224: 0.1310                       at 0.70       0.1863
Query 225: 0.5444                       at 0.80       0.1827
Query 226: 0.0204                       at 0.90       0.1739
Query 227: 0.2500                       at 1.00       0.1731
Query 228: 0.0256                                                                                    0.2
Query 230: 0.2243                   Avg. prec. (non-interpolated)
Query 231: 0.5000                   for all rel. documents
Query 232: 0.1093                                     0.2959
Query 233: 0.2134                   Precision:
Query 234: 0.5670                     At    5 docs:   0.1765                                         0.0
Query 235: 0.0004                     At   10 docs:   0.1088                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 237: 0.2500                     At   15 docs:   0.0765
Query 238: 0.5000                     At   20 docs:   0.0632                                                                        Recall
Query 239: 0.1491                     At   30 docs:   0.0480
Query 241: 0.0586                     At 100 docs:    0.0200
Query 242: 0.0312                     At 200 docs:    0.0113                                                              Run exerussbi04l
Query 244: 0.5000                     At 500 docs:    0.0051                                                            Comparison to median by topic
Query 245: 0.4074                     At 1000 docs:   0.0028
Query 250: 0.0000                                                                                    +1.0
                                    R-Precision (prec. after R
                                    (=num_rel) docs. retrieved):
                                        Exact:        0.2560


                                                                                                     +0.5




                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
Dublin City University, Bilingual English to Russian, Auto, TD                                                           Run exerussbi04q
Average precision                   Overall statistics
(individual queries):               (for 34 queries):                                                                     Recall−Precision Values
                                                                                                      1.0
Query 201: 0.0000                   Total number of documents
Query 202: 0.3786                   over all queries
Query 203: 1.0000                       Retrieved:    34000
Query 207: 0.0000                       Relevant:       123
Query 209: 0.8333                       Rel_ret:         95                                          0.8
Query 210: 0.5799
Query 211: 1.0000                   Interpolated Recall -
Query 212: 0.2775                   Precision Averages:
Query 213: 0.2257                       at 0.00       0.4916
Query 214: 0.0063                       at 0.10       0.4916                                         0.6
Query 215: 1.0000                       at 0.20       0.4525
Query 216: 0.0000                       at 0.30       0.3943
Query 218: 0.2500                       at 0.40       0.3311




                                                                    Precision
Query 220: 0.0059                       at 0.50       0.3289
Query 221: 0.2738                       at 0.60       0.2457                                         0.4
Query 224: 0.1074                       at 0.70       0.2016
Query 225: 0.3889                       at 0.80       0.1975
Query 226: 0.0147                       at 0.90       0.1895
Query 227: 0.1250                       at 1.00       0.1887
Query 228: 0.0357                                                                                    0.2
Query 230: 0.2278                   Avg. prec. (non-interpolated)
Query 231: 1.0000                   for all rel. documents
Query 232: 0.1149                                     0.3048
Query 233: 0.1932                   Precision:
Query 234: 0.3955                     At    5 docs:   0.1765                                         0.0
Query 235: 0.0003                     At   10 docs:   0.1088                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 237: 0.2500                     At   15 docs:   0.0784
Query 238: 0.5000                     At   20 docs:   0.0647                                                                        Recall
Query 239: 0.1509                     At   30 docs:   0.0500
Query 241: 0.0558                     At 100 docs:    0.0200
Query 242: 0.0435                     At 200 docs:    0.0110                                                              Run exerussbi04q
Query 244: 0.5000                     At 500 docs:    0.0049
Query 245: 0.4286                     At 1000 docs:   0.0028                                                            Comparison to median by topic
Query 250: 0.0000                                                                                    +1.0
                                    R-Precision (prec. after R
                                    (=num_rel) docs. retrieved):
                                        Exact:        0.2722


                                                                                                     +0.5




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                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
Dublin City University, Bilingual English to Russian, Auto, TD                                                           Run exerussbi04t
Average precision                   Overall statistics                                                                    Recall−Precision Values
(individual queries):               (for 34 queries):                                                 1.0
Query 201: 0.0000                   Total number of documents
Query 202: 0.3856                   over all queries
Query 203: 1.0000                       Retrieved:    34000
Query 207: 0.0000                       Relevant:       123
Query 209: 0.8333                       Rel_ret:         96
                                                                                                     0.8
Query 210: 0.5833
Query 211: 1.0000                   Interpolated Recall -
Query 212: 0.2227                   Precision Averages:
Query 213: 0.2420                       at 0.00       0.5180
Query 214: 0.0078                       at 0.10       0.5180                                         0.6
Query 215: 1.0000                       at 0.20       0.4954
Query 216: 0.0000                       at 0.30       0.4236
Query 218: 0.2500                       at 0.40       0.3431




                                                                    Precision
Query 220: 0.0046                       at 0.50       0.3404
Query 221: 0.2727                       at 0.60       0.2611                                         0.4
Query 224: 0.1033                       at 0.70       0.2048
Query 225: 0.5354                       at 0.80       0.2006
Query 226: 0.0154                       at 0.90       0.1904
Query 227: 0.1250                       at 1.00       0.1897
Query 228: 0.0238                                                                                    0.2
Query 230: 0.2263                   Avg. prec. (non-interpolated)
Query 231: 0.5000                   for all rel. documents
Query 232: 0.1177                                     0.3210
Query 233: 0.2285                   Precision:
Query 234: 0.7083                     At    5 docs:   0.1824                                         0.0
Query 235: 0.0005                     At   10 docs:   0.1059                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 237: 0.2500                     At   15 docs:   0.0804
Query 238: 0.5000                     At   20 docs:   0.0676                                                                        Recall
Query 239: 0.2612                     At   30 docs:   0.0529
Query 241: 0.0529                     At 100 docs:    0.0206
Query 242: 0.0455                     At 200 docs:    0.0110                                                              Run exerussbi04t
Query 244: 1.0000                     At 500 docs:    0.0051                                                            Comparison to median by topic
Query 245: 0.4167                     At 1000 docs:   0.0028
Query 250: 0.0000                                                                                    +1.0
                                    R-Precision (prec. after R
                                    (=num_rel) docs. retrieved):
                                        Exact:        0.2830


                                                                                                     +0.5




                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
U Alicante, Bilingual English to Russian, Auto, TD                                                                      Run IRn−BEnR−Dexp
Average precision                   Overall statistics
(individual queries):               (for 34 queries):
                                                                                                                          Recall−Precision Values
                                                                                                      1.0
Query 201: 0.0203                   Total number of documents
Query 202: 0.3419                   over all queries
Query 203: 1.0000                       Retrieved:    34000
Query 207: 0.0000                       Relevant:       123
Query 209: 0.7500                       Rel_ret:        111                                          0.8
Query 210: 0.4237
Query 211: 0.8333                   Interpolated Recall -
Query 212: 0.5690                   Precision Averages:
Query 213: 0.2093                       at 0.00       0.4529
Query 214: 0.0072                       at 0.10       0.4508                                         0.6
Query 215: 0.3333                       at 0.20       0.4403
Query 216: 0.0066                       at 0.30       0.4068
Query 218: 0.5833                       at 0.40       0.3560




                                                                    Precision
Query 220: 0.0102                       at 0.50       0.3533
Query 221: 0.8333                       at 0.60       0.2988                                         0.4
Query 224: 0.2250                       at 0.70       0.2874
Query 225: 0.2421                       at 0.80       0.2835
Query 226: 0.0128                       at 0.90       0.2695
Query 227: 0.0152                       at 1.00       0.2658
Query 228: 0.0069                                                                                    0.2
Query 230: 0.2166                   Avg. prec. (non-interpolated)
Query 231: 1.0000                   for all rel. documents
Query 232: 0.0781                                     0.3357
Query 233: 0.2549                   Precision:
Query 234: 0.0081                     At    5 docs:   0.1882                                         0.0
Query 235: 0.0069                     At   10 docs:   0.1294                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 237: 0.7929                     At   15 docs:   0.0941
Query 238: 1.0000                     At   20 docs:   0.0779                                                                        Recall
Query 239: 0.0929                     At   30 docs:   0.0608
Query 241: 0.2269                     At 100 docs:    0.0271
Query 242: 0.0159                     At 200 docs:    0.0144                                                            Run IRn−BEnR−Dexp
Query 244: 1.0000                     At 500 docs:    0.0065
Query 245: 0.2963                     At 1000 docs:   0.0033                                                            Comparison to median by topic
Query 250: 0.0000                                                                                    +1.0
                                    R-Precision (prec. after R
                                    (=num_rel) docs. retrieved):
                                        Exact:        0.2835


                                                                                                     +0.5




                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
U Alicante, Bilingual English to Russian, Auto, TD                                                                      Run IRn−BEnR−nexp
Average precision                   Overall statistics
(individual queries):               (for 34 queries):
                                                                                                                          Recall−Precision Values
                                                                                                      1.0
Query 201: 0.0266                   Total number of documents
Query 202: 0.3478                   over all queries
Query 203: 1.0000                       Retrieved:    34000
Query 207: 0.0000                       Relevant:       123
Query 209: 0.8333                       Rel_ret:        108                                          0.8
Query 210: 0.5771
Query 211: 1.0000                   Interpolated Recall -
Query 212: 0.2704                   Precision Averages:
Query 213: 0.1415                       at 0.00       0.4467
Query 214: 0.0056                       at 0.10       0.4467                                         0.6
Query 215: 0.1429                       at 0.20       0.4402
Query 216: 0.0040                       at 0.30       0.4066
Query 218: 0.5833                       at 0.40       0.3643




                                                                    Precision
Query 220: 0.0095                       at 0.50       0.3608
Query 221: 0.6667                       at 0.60       0.2895                                         0.4
Query 224: 0.7500                       at 0.70       0.2683
Query 225: 0.2329                       at 0.80       0.2563
Query 226: 0.0026                       at 0.90       0.2486
Query 227: 0.0385                       at 1.00       0.2469
Query 228: 0.0156                                                                                    0.2
Query 230: 0.1229                   Avg. prec. (non-interpolated)
Query 231: 0.1429                   for all rel. documents
Query 232: 0.0364                                     0.3296
Query 233: 0.2164                   Precision:
Query 234: 0.0181                     At    5 docs:   0.1765                                         0.0
Query 235: 0.0058                     At   10 docs:   0.1206                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 237: 0.7409                     At   15 docs:   0.0882
Query 238: 1.0000                     At   20 docs:   0.0676                                                                        Recall
Query 239: 0.1259                     At   30 docs:   0.0559
Query 241: 0.1451                     At 100 docs:    0.0232
Query 242: 0.0033                     At 200 docs:    0.0129                                                            Run IRn−BEnR−nexp
Query 244: 1.0000                     At 500 docs:    0.0060
Query 245: 1.0000                     At 1000 docs:   0.0032                                                            Comparison to median by topic
Query 250: 0.0000                                                                                    +1.0
                                    R-Precision (prec. after R
                                    (=num_rel) docs. retrieved):
                                        Exact:        0.2959


                                                                                                     +0.5




                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
U Alicante, Bilingual Spanish to Russian, Auto, TD                                                                      Run IRn−BEsR−Dexp
Average precision                   Overall statistics
(individual queries):               (for 34 queries):
                                                                                                                          Recall−Precision Values
                                                                                                      1.0
Query 201: 0.0139                   Total number of documents
Query 202: 0.3700                   over all queries
Query 203: 1.0000                       Retrieved:    34000
Query 207: 0.0000                       Relevant:       123
Query 209: 0.0792                       Rel_ret:        106                                          0.8
Query 210: 0.4470
Query 211: 0.8333                   Interpolated Recall -
Query 212: 0.0147                   Precision Averages:
Query 213: 0.3130                       at 0.00       0.4356
Query 214: 0.0068                       at 0.10       0.4282                                         0.6
Query 215: 0.3333                       at 0.20       0.4197
Query 216: 0.0022                       at 0.30       0.3664
Query 218: 0.5833                       at 0.40       0.3293




                                                                    Precision
Query 220: 0.0098                       at 0.50       0.3224
Query 221: 0.6429                       at 0.60       0.2712                                         0.4
Query 224: 0.1833                       at 0.70       0.2441
Query 225: 0.0833                       at 0.80       0.2390
Query 226: 0.0455                       at 0.90       0.2352
Query 227: 0.0714                       at 1.00       0.2292
Query 228: 0.0060                                                                                    0.2
Query 230: 0.1649                   Avg. prec. (non-interpolated)
Query 231: 1.0000                   for all rel. documents
Query 232: 0.0529                                     0.3087
Query 233: 0.2673                   Precision:
Query 234: 0.0010                     At    5 docs:   0.1529                                         0.0
Query 235: 0.0103                     At   10 docs:   0.1088                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 237: 0.8875                     At   15 docs:   0.0824
Query 238: 1.0000                     At   20 docs:   0.0676                                                                        Recall
Query 239: 0.1214                     At   30 docs:   0.0559
Query 241: 0.1649                     At 100 docs:    0.0232
Query 242: 0.0200                     At 200 docs:    0.0132                                                            Run IRn−BEsR−Dexp
Query 244: 1.0000                     At 500 docs:    0.0059
Query 245: 0.7667                     At 1000 docs:   0.0031                                                            Comparison to median by topic
Query 250: 0.0000                                                                                    +1.0
                                    R-Precision (prec. after R
                                    (=num_rel) docs. retrieved):
                                        Exact:        0.2547


                                                                                                     +0.5




                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
U Alicante, Bilingual Spanish to Russian, Auto, TD                                                                      Run IRn−BEsR−nexp
Average precision                   Overall statistics
(individual queries):               (for 34 queries):
                                                                                                                          Recall−Precision Values
                                                                                                      1.0
Query 201: 0.0163                   Total number of documents
Query 202: 0.3668                   over all queries
Query 203: 1.0000                       Retrieved:    34000
Query 207: 0.0000                       Relevant:       123
Query 209: 0.2672                       Rel_ret:        101                                          0.8
Query 210: 0.6917
Query 211: 1.0000                   Interpolated Recall -
Query 212: 0.0174                   Precision Averages:
Query 213: 0.1887                       at 0.00       0.4106
Query 214: 0.0012                       at 0.10       0.4098                                         0.6
Query 215: 0.1429                       at 0.20       0.4042
Query 216: 0.0000                       at 0.30       0.3675
Query 218: 0.5833                       at 0.40       0.3256




                                                                    Precision
Query 220: 0.0141                       at 0.50       0.3182
Query 221: 0.5909                       at 0.60       0.2602                                         0.4
Query 224: 0.2500                       at 0.70       0.2546
Query 225: 0.1111                       at 0.80       0.2404
Query 226: 0.0208                       at 0.90       0.2378
Query 227: 0.0714                       at 1.00       0.2349
Query 228: 0.0087                                                                                    0.2
Query 230: 0.0629                   Avg. prec. (non-interpolated)
Query 231: 1.0000                   for all rel. documents
Query 232: 0.0263                                     0.3044
Query 233: 0.2319                   Precision:
Query 234: 0.0100                     At    5 docs:   0.1588                                         0.0
Query 235: 0.0053                     At   10 docs:   0.1000                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 237: 0.9500                     At   15 docs:   0.0765
Query 238: 0.5000                     At   20 docs:   0.0647                                                                        Recall
Query 239: 0.0844                     At   30 docs:   0.0471
Query 241: 0.1379                     At 100 docs:    0.0212
Query 242: 0.0000                     At 200 docs:    0.0113                                                            Run IRn−BEsR−nexp
Query 244: 1.0000                     At 500 docs:    0.0055
Query 245: 1.0000                     At 1000 docs:   0.0030                                                            Comparison to median by topic
Query 250: 0.0000                                                                                    +1.0
                                    R-Precision (prec. after R
                                    (=num_rel) docs. retrieved):
                                        Exact:        0.2711


                                                                                                     +0.5




                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
U Chicago, Bilingual English to Russian, Auto, T                                                                          Run UCERBiT1
Average precision                   Overall statistics                                                                    Recall−Precision Values
(individual queries):               (for 34 queries):                                                 1.0
Query 201: 0.0021                   Total number of documents
Query 202: 0.0014                   over all queries
Query 203: 0.0014                       Retrieved:    34000
Query 207: 0.0036                       Relevant:       123
Query 209: 0.0030                       Rel_ret:         43
                                                                                                     0.8
Query 210: 0.0003
Query 211: 0.0010                   Interpolated Recall -
Query 212: 0.0071                   Precision Averages:
Query 213: 0.0033                       at 0.00       0.0065
Query 214: 0.0013                       at 0.10       0.0065                                         0.6
Query 215: 0.0000                       at 0.20       0.0042
Query 216: 0.0000                       at 0.30       0.0040
Query 218: 0.0000                       at 0.40       0.0026




                                                                    Precision
Query 220: 0.0000                       at 0.50       0.0025
Query 221: 0.0173                       at 0.60       0.0011                                         0.4
Query 224: 0.0000                       at 0.70       0.0008
Query 225: 0.0090                       at 0.80       0.0008
Query 226: 0.0000                       at 0.90       0.0008
Query 227: 0.0026                       at 1.00       0.0008
Query 228: 0.0000                                                                                    0.2
Query 230: 0.0041                   Avg. prec. (non-interpolated)
Query 231: 0.0000                   for all rel. documents
Query 232: 0.0004                                     0.0025
Query 233: 0.0011                   Precision:
Query 234: 0.0026                     At    5 docs:   0.0000                                         0.0
Query 235: 0.0000                     At   10 docs:   0.0000                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 237: 0.0000                     At   15 docs:   0.0000
Query 238: 0.0172                     At   20 docs:   0.0000                                                                        Recall
Query 239: 0.0020                     At   30 docs:   0.0020
Query 241: 0.0030                     At 100 docs:    0.0015
Query 242: 0.0000                     At 200 docs:    0.0015                                                               Run UCERBiT1
Query 244: 0.0000                     At 500 docs:    0.0012                                                            Comparison to median by topic
Query 245: 0.0006                     At 1000 docs:   0.0013
Query 250: 0.0010                                                                                    +1.0
                                    R-Precision (prec. after R
                                    (=num_rel) docs. retrieved):
                                        Exact:        0.0000


                                                                                                     +0.5




                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
U Hildesheim, Bilingual English to Russian, Auto, TD                                                                       Run UHIenru1
Average precision                   Overall statistics                                                                    Recall−Precision Values
(individual queries):               (for 34 queries):                                                 1.0
Query 201: 0.0072                   Total number of documents
Query 202: 0.0099                   over all queries
Query 203: 1.0000                       Retrieved:    34000
Query 207: 0.0000                       Relevant:       123                                          0.8
Query 209: 0.0139                       Rel_ret:         77
Query 210: 0.2885
Query 211: 0.1167                   Interpolated Recall -
Query 212: 0.0002                   Precision Averages:
Query 213: 0.1914                       at 0.00       0.2290
Query 214: 0.0333                       at 0.10       0.2290                                         0.6
Query 215: 1.0000                       at 0.20       0.2115
Query 216: 0.0000                       at 0.30       0.1702
Query 218: 0.0200                       at 0.40       0.1236




                                                                    Precision
Query 220: 0.0026                       at 0.50       0.1196
Query 221: 0.0164                       at 0.60       0.1001                                         0.4
Query 224: 0.0092                       at 0.70       0.0965
Query 225: 0.1023                       at 0.80       0.0965
Query 226: 0.0000                       at 0.90       0.0956
Query 227: 0.1667                       at 1.00       0.0950
Query 228: 0.0000                                                                                    0.2
Query 230: 0.3265                   Avg. prec. (non-interpolated)
Query 231: 0.0047                   for all rel. documents
Query 232: 0.0021                                     0.1353
Query 233: 0.0032                   Precision:
Query 234: 0.1122                     At    5 docs:   0.0706                                         0.0
Query 235: 0.0004                     At   10 docs:   0.0500                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 237: 0.0568                     At   15 docs:   0.0392
Query 238: 0.0139                     At   20 docs:   0.0324                                                                        Recall
Query 239: 0.0225                     At   30 docs:   0.0245
Query 241: 0.0505                     At 100 docs:    0.0115
Query 242: 0.0167                     At 200 docs:    0.0071                                                                Run UHIenru1
Query 244: 1.0000                     At 500 docs:    0.0038                                                            Comparison to median by topic
Query 245: 0.0124                     At 1000 docs:   0.0023
Query 250: 0.0000                                                                                    +1.0
                                    R-Precision (prec. after R
                                    (=num_rel) docs. retrieved):
                                        Exact:        0.1245


                                                                                                     +0.5




                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
U Hildesheim, Bilingual English to Russian, Auto, TD                                                                       Run UHIenru2
Average precision                   Overall statistics                                                                    Recall−Precision Values
(individual queries):               (for 34 queries):                                                 1.0
Query 201: 0.0088                   Total number of documents
Query 202: 0.0088                   over all queries
Query 203: 1.0000                       Retrieved:    34000
Query 207: 0.0000                       Relevant:       123                                          0.8
Query 209: 0.0125                       Rel_ret:         73
Query 210: 0.2972
Query 211: 0.0662                   Interpolated Recall -
Query 212: 0.0000                   Precision Averages:
Query 213: 0.1792                       at 0.00       0.2087
Query 214: 0.0133                       at 0.10       0.2087                                         0.6
Query 215: 1.0000                       at 0.20       0.1978
Query 216: 0.0000                       at 0.30       0.1482
Query 218: 0.0217                       at 0.40       0.1179




                                                                    Precision
Query 220: 0.0032                       at 0.50       0.1174
Query 221: 0.0091                       at 0.60       0.0957                                         0.4
Query 224: 0.0085                       at 0.70       0.0945
Query 225: 0.0880                       at 0.80       0.0942
Query 226: 0.0010                       at 0.90       0.0935
Query 227: 0.2500                       at 1.00       0.0935
Query 228: 0.0015                                                                                    0.2
Query 230: 0.0640                   Avg. prec. (non-interpolated)
Query 231: 0.0047                   for all rel. documents
Query 232: 0.0023                                     0.1274
Query 233: 0.0046                   Precision:
Query 234: 0.1667                     At    5 docs:   0.0588                                         0.0
Query 235: 0.0004                     At   10 docs:   0.0324                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 237: 0.0462                     At   15 docs:   0.0314
Query 238: 0.0085                     At   20 docs:   0.0235                                                                        Recall
Query 239: 0.0138                     At   30 docs:   0.0206
Query 241: 0.0290                     At 100 docs:    0.0094
Query 242: 0.0135                     At 200 docs:    0.0057                                                                Run UHIenru2
Query 244: 1.0000                     At 500 docs:    0.0031                                                            Comparison to median by topic
Query 245: 0.0098                     At 1000 docs:   0.0021
Query 250: 0.0000                                                                                    +1.0
                                    R-Precision (prec. after R
                                    (=num_rel) docs. retrieved):
                                        Exact:        0.1304


                                                                                                     +0.5




                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
U Hildesheim, Bilingual English to Russian, Auto, TD                                                                       Run UHIenru3
Average precision                   Overall statistics                                                                    Recall−Precision Values
(individual queries):               (for 34 queries):                                                 1.0
Query 201: 0.0000                   Total number of documents
Query 202: 0.0179                   over all queries
Query 203: 1.0000                       Retrieved:    32809
Query 207: 0.0000                       Relevant:       123                                          0.8
Query 209: 0.0185                       Rel_ret:         53
Query 210: 0.0098
Query 211: 0.0667                   Interpolated Recall -
Query 212: 0.0000                   Precision Averages:
Query 213: 0.0007                       at 0.00       0.0677
Query 214: 0.0004                       at 0.10       0.0650                                         0.6
Query 215: 0.0286                       at 0.20       0.0644
Query 216: 0.0000                       at 0.30       0.0620
Query 218: 0.0385                       at 0.40       0.0499




                                                                    Precision
Query 220: 0.0556                       at 0.50       0.0497
Query 221: 0.0501                       at 0.60       0.0404                                         0.4
Query 224: 0.0048                       at 0.70       0.0385
Query 225: 0.0975                       at 0.80       0.0383
Query 226: 0.0000                       at 0.90       0.0374
Query 227: 0.0128                       at 1.00       0.0374
Query 228: 0.0018                                                                                    0.2
Query 230: 0.0036                   Avg. prec. (non-interpolated)
Query 231: 0.0069                   for all rel. documents
Query 232: 0.0000                                     0.0484
Query 233: 0.0018                   Precision:
Query 234: 0.0000                     At    5 docs:   0.0118                                         0.0
Query 235: 0.0000                     At   10 docs:   0.0176                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 237: 0.0667                     At   15 docs:   0.0157
Query 238: 0.0054                     At   20 docs:   0.0147                                                                        Recall
Query 239: 0.0000                     At   30 docs:   0.0127
Query 241: 0.0326                     At 100 docs:    0.0062
Query 242: 0.0000                     At 200 docs:    0.0044                                                                Run UHIenru3
Query 244: 0.1111                     At 500 docs:    0.0027                                                            Comparison to median by topic
Query 245: 0.0131                     At 1000 docs:   0.0016
Query 250: 0.0000                                                                                    +1.0
                                    R-Precision (prec. after R
                                    (=num_rel) docs. retrieved):
                                        Exact:        0.0309


                                                                                                     +0.5




                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
Université de Neuchâtel, Bilingual English to Russian, Auto, TD                                                           Run UniNEBru1
Average precision                   Overall statistics                                                                    Recall−Precision Values
(individual queries):               (for 34 queries):                                                 1.0
Query 201: 0.0118                   Total number of documents
Query 202: 0.5033                   over all queries
Query 203: 1.0000                       Retrieved:    34000
Query 207: 0.0000                       Relevant:       123                                          0.8
Query 209: 1.0000                       Rel_ret:        104
Query 210: 0.4598
Query 211: 0.5833                   Interpolated Recall -
Query 212: 0.4679                   Precision Averages:
Query 213: 0.1688                       at 0.00       0.4163
Query 214: 0.0287                       at 0.10       0.4163                                         0.6
Query 215: 0.2000                       at 0.20       0.4163
Query 216: 0.0067                       at 0.30       0.3712
Query 218: 0.2500                       at 0.40       0.3291




                                                                    Precision
Query 220: 0.0226                       at 0.50       0.3237
Query 221: 0.7000                       at 0.60       0.2663                                         0.4
Query 224: 0.1038                       at 0.70       0.2378
Query 225: 0.6429                       at 0.80       0.2287
Query 226: 0.0044                       at 0.90       0.2246
Query 227: 0.0833                       at 1.00       0.2222
Query 228: 0.0066                                                                                    0.2
Query 230: 0.1775                   Avg. prec. (non-interpolated)
Query 231: 1.0000                   for all rel. documents
Query 232: 0.1351                                     0.3007
Query 233: 0.1677                   Precision:
Query 234: 0.0237                     At    5 docs:   0.1706                                         0.0
Query 235: 0.0004                     At   10 docs:   0.1118                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 237: 0.1250                     At   15 docs:   0.0902
Query 238: 1.0000                     At   20 docs:   0.0794                                                                        Recall
Query 239: 0.0518                     At   30 docs:   0.0578
Query 241: 0.1377                     At 100 docs:    0.0232
Query 242: 0.0385                     At 200 docs:    0.0131                                                              Run UniNEBru1
Query 244: 1.0000                     At 500 docs:    0.0058                                                            Comparison to median by topic
Query 245: 0.1225                     At 1000 docs:   0.0031
Query 250: 0.0000                                                                                    +1.0
                                    R-Precision (prec. after R
                                    (=num_rel) docs. retrieved):
                                        Exact:        0.2742


                                                                                                     +0.5




                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
Université de Neuchâtel, Bilingual English to Russian, Auto, TD                                                           Run UniNEBru2
Average precision                   Overall statistics                                                                    Recall−Precision Values
(individual queries):               (for 34 queries):                                                 1.0
Query 201: 0.0091                   Total number of documents
Query 202: 0.4476                   over all queries
Query 203: 1.0000                       Retrieved:    34000
Query 207: 0.0000                       Relevant:       123                                          0.8
Query 209: 1.0000                       Rel_ret:        104
Query 210: 0.4781
Query 211: 0.5833                   Interpolated Recall -
Query 212: 0.2989                   Precision Averages:
Query 213: 0.1667                       at 0.00       0.4190
Query 214: 0.0401                       at 0.10       0.4190                                         0.6
Query 215: 0.2000                       at 0.20       0.4190
Query 216: 0.0038                       at 0.30       0.3763
Query 218: 0.2500                       at 0.40       0.3185




                                                                    Precision
Query 220: 0.0225                       at 0.50       0.3093
Query 221: 0.7000                       at 0.60       0.2522                                         0.4
Query 224: 0.1056                       at 0.70       0.2282
Query 225: 0.6095                       at 0.80       0.2226
Query 226: 0.0031                       at 0.90       0.2182
Query 227: 0.0833                       at 1.00       0.2162
Query 228: 0.0070                                                                                    0.2
Query 230: 0.1756                   Avg. prec. (non-interpolated)
Query 231: 1.0000                   for all rel. documents
Query 232: 0.1260                                     0.2962
Query 233: 0.1891                   Precision:
Query 234: 0.0297                     At    5 docs:   0.1647                                         0.0
Query 235: 0.0008                     At   10 docs:   0.1029                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 237: 0.1250                     At   15 docs:   0.0863
Query 238: 1.0000                     At   20 docs:   0.0750                                                                        Recall
Query 239: 0.0468                     At   30 docs:   0.0598
Query 241: 0.1141                     At 100 docs:    0.0224
Query 242: 0.0417                     At 200 docs:    0.0128                                                              Run UniNEBru2
Query 244: 1.0000                     At 500 docs:    0.0059                                                            Comparison to median by topic
Query 245: 0.2143                     At 1000 docs:   0.0031
Query 250: 0.0000                                                                                    +1.0
                                    R-Precision (prec. after R
                                    (=num_rel) docs. retrieved):
                                        Exact:        0.2855


                                                                                                     +0.5




                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
SUNY Buffalo, Monolingual English, Auto, TD                                                                             Run UBmonoEN01
Average precision                   Overall statistics                                                                    Recall−Precision Values
(individual queries):               (for 42 queries):                                                 1.0
Query 201: 0.2309                   Total number of documents
Query 202: 0.6479                   over all queries
Query 204: 0.3942                       Retrieved:    42000
Query 205: 0.5881                       Relevant:       375                                          0.8
Query 206: 1.0000                       Rel_ret:        361
Query 207: 0.8126
Query 208: 1.0000                   Interpolated Recall -
Query 209: 0.0827                   Precision Averages:
Query 210: 0.2000                       at 0.00       0.7444
Query 211: 1.0000                       at 0.10       0.6559                                         0.6
Query 212: 0.2884                       at 0.20       0.6534
Query 213: 0.1855                       at 0.30       0.5828
Query 214: 0.5881                       at 0.40       0.5611




                                                                    Precision
Query 215: 0.0667                       at 0.50       0.5355
Query 216: 0.7292                       at 0.60       0.5138                                         0.4
Query 217: 0.1534                       at 0.70       0.4650
Query 218: 0.9124                       at 0.80       0.4269
Query 219: 0.0023                       at 0.90       0.3885
Query 221: 0.5833                       at 1.00       0.3682
Query 222: 0.1052                                                                                    0.2
Query 223: 0.4098                   Avg. prec. (non-interpolated)
Query 224: 0.8156                   for all rel. documents
Query 226: 0.2657                                     0.5167
Query 228: 0.0213                   Precision:
Query 229: 0.7000                     At    5 docs:   0.4095                                         0.0
Query 230: 0.7326                     At   10 docs:   0.3048                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 231: 0.3333                     At   15 docs:   0.2444
Query 232: 0.1368                     At   20 docs:   0.2107                                                                        Recall
Query 233: 0.8424                     At   30 docs:   0.1667
Query 235: 0.2958                     At 100 docs:    0.0690
Query 236: 0.7000                     At 200 docs:    0.0382                                                            Run UBmonoEN01
Query 237: 1.0000                     At 500 docs:    0.0165                                                            Comparison to median by topic
Query 238: 0.3096                     At 1000 docs:   0.0086
Query 239: 0.1123                                                                                    +1.0
Query 240: 0.9056                   R-Precision (prec. after R
Query 241: 0.0052                   (=num_rel) docs. retrieved):
Query 242: 0.6811                       Exact:        0.4608
Query 245: 0.8270
Query 246: 1.0000
Query 247: 1.0000                                                                                    +0.5
Query 248: 1.0000
Query 249: 0.0383



                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
JHU/APL, Monolingual Finnish, Auto, TD                                                                                      Run aplmofia
Average precision                   Overall statistics
(individual queries):               (for 45 queries):
                                                                                                                          Recall−Precision Values
                                                                                                      1.0
Query 201: 0.1104                   Total number of documents
Query 202: 0.9449                   over all queries
Query 203: 0.3175                       Retrieved:    45000
Query 204: 0.9573                       Relevant:       413
Query 205: 0.8556                       Rel_ret:        395                                          0.8
Query 207: 0.3007
Query 208: 0.8199                   Interpolated Recall -
Query 209: 0.0000                   Precision Averages:
Query 210: 0.0667                       at 0.00       0.6821
Query 211: 0.9875                       at 0.10       0.6762                                         0.6
Query 212: 0.4341                       at 0.20       0.6434
Query 213: 0.7178                       at 0.30       0.6130
Query 214: 0.6667                       at 0.40       0.5984




                                                                    Precision
Query 215: 1.0000                       at 0.50       0.5639
Query 216: 0.0042                       at 0.60       0.5452                                         0.4
Query 217: 0.6879                       at 0.70       0.4809
Query 218: 0.9217                       at 0.80       0.4558
Query 219: 0.8082                       at 0.90       0.4054
Query 220: 0.0455                       at 1.00       0.3824
Query 221: 0.6978                                                                                    0.2
Query 222: 0.1254                   Avg. prec. (non-interpolated)
Query 223: 0.1335                   for all rel. documents
Query 224: 1.0000                                     0.5393
Query 225: 0.8762                   Precision:
Query 226: 1.0000                     At    5 docs:   0.4489                                         0.0
Query 228: 0.0224                     At   10 docs:   0.3756                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 229: 0.0007                     At   15 docs:   0.3126
Query 230: 0.4451                     At   20 docs:   0.2600                                                                        Recall
Query 232: 0.0000                     At   30 docs:   0.1919
Query 233: 0.6548                     At 100 docs:    0.0713
Query 234: 0.4565                     At 200 docs:    0.0406                                                                 Run aplmofia
Query 235: 0.5709                     At 500 docs:    0.0171
Query 236: 0.9167                     At 1000 docs:   0.0088                                                            Comparison to median by topic
Query 237: 1.0000                                                                                    +1.0
Query 238: 1.0000                   R-Precision (prec. after R
Query 239: 0.4023                   (=num_rel) docs. retrieved):
Query 241: 0.1452                       Exact:        0.4724
Query 242: 0.2917
Query 243: 0.4022
Query 244: 0.5000                                                                                    +0.5
Query 245: 1.0000
Query 246: 0.0833
Query 248: 0.8444
Query 249: 0.0521
Query 250: 1.0000
                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
JHU/APL, Monolingual Finnish, Auto, TD                                                                                      Run aplmofib
Average precision                   Overall statistics
(individual queries):               (for 45 queries):
                                                                                                                          Recall−Precision Values
                                                                                                      1.0
Query 201: 0.1158                   Total number of documents
Query 202: 0.9628                   over all queries
Query 203: 0.6250                       Retrieved:    45000
Query 204: 0.9452                       Relevant:       413
Query 205: 0.8357                       Rel_ret:        394                                          0.8
Query 207: 0.2475
Query 208: 0.8288                   Interpolated Recall -
Query 209: 0.0000                   Precision Averages:
Query 210: 0.0370                       at 0.00       0.7011
Query 211: 0.9870                       at 0.10       0.6909                                         0.6
Query 212: 0.3961                       at 0.20       0.6694
Query 213: 0.6708                       at 0.30       0.6356
Query 214: 0.3889                       at 0.40       0.5834




                                                                    Precision
Query 215: 1.0000                       at 0.50       0.5609
Query 216: 0.0009                       at 0.60       0.5338                                         0.4
Query 217: 0.5789                       at 0.70       0.4791
Query 218: 0.9519                       at 0.80       0.4568
Query 219: 0.7983                       at 0.90       0.4158
Query 220: 0.0265                       at 1.00       0.3893
Query 221: 0.7454                                                                                    0.2
Query 222: 0.1323                   Avg. prec. (non-interpolated)
Query 223: 0.1303                   for all rel. documents
Query 224: 1.0000                                     0.5443
Query 225: 0.9029                   Precision:
Query 226: 0.9822                     At    5 docs:   0.4489                                         0.0
Query 228: 0.0197                     At   10 docs:   0.3622                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 229: 0.0011                     At   15 docs:   0.2978
Query 230: 0.4881                     At   20 docs:   0.2522                                                                        Recall
Query 232: 0.0000                     At   30 docs:   0.1896
Query 233: 0.7004                     At 100 docs:    0.0716
Query 234: 0.3629                     At 200 docs:    0.0397                                                                Run aplmofib
Query 235: 0.3998                     At 500 docs:    0.0171
Query 236: 0.9167                     At 1000 docs:   0.0088                                                            Comparison to median by topic
Query 237: 1.0000                                                                                    +1.0
Query 238: 1.0000                   R-Precision (prec. after R
Query 239: 0.4346                   (=num_rel) docs. retrieved):
Query 241: 0.1386                       Exact:        0.4698
Query 242: 0.8333
Query 243: 0.4052
Query 244: 1.0000                                                                                    +0.5
Query 245: 0.5000
Query 246: 0.1111
Query 248: 0.8583
Query 249: 0.0334
Query 250: 1.0000
                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
JHU/APL, Monolingual Finnish, Auto, TD                                                                                      Run aplmofic
Average precision                   Overall statistics
(individual queries):               (for 45 queries):
                                                                                                                          Recall−Precision Values
                                                                                                      1.0
Query 201: 0.1031                   Total number of documents
Query 202: 0.9314                   over all queries
Query 203: 0.7778                       Retrieved:    45000
Query 204: 0.9499                       Relevant:       413
Query 205: 0.8357                       Rel_ret:        392                                          0.8
Query 207: 0.3329
Query 208: 0.8141                   Interpolated Recall -
Query 209: 0.0000                   Precision Averages:
Query 210: 0.0476                       at 0.00       0.6765
Query 211: 0.9833                       at 0.10       0.6609                                         0.6
Query 212: 0.4302                       at 0.20       0.6193
Query 213: 0.6486                       at 0.30       0.6066
Query 214: 0.3889                       at 0.40       0.5852




                                                                    Precision
Query 215: 1.0000                       at 0.50       0.5676
Query 216: 0.0000                       at 0.60       0.5396                                         0.4
Query 217: 0.5962                       at 0.70       0.4738
Query 218: 1.0000                       at 0.80       0.4524
Query 219: 0.7666                       at 0.90       0.4046
Query 220: 0.0134                       at 1.00       0.3809
Query 221: 0.6787                                                                                    0.2
Query 222: 0.1425                   Avg. prec. (non-interpolated)
Query 223: 0.1305                   for all rel. documents
Query 224: 1.0000                                     0.5336
Query 225: 0.8762                   Precision:
Query 226: 1.0000                     At    5 docs:   0.4311                                         0.0
Query 228: 0.0192                     At   10 docs:   0.3489                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 229: 0.0077                     At   15 docs:   0.2993
Query 230: 0.2701                     At   20 docs:   0.2478                                                                        Recall
Query 232: 0.0000                     At   30 docs:   0.1852
Query 233: 0.6944                     At 100 docs:    0.0704
Query 234: 0.0130                     At 200 docs:    0.0393                                                                 Run aplmofic
Query 235: 0.5232                     At 500 docs:    0.0169
Query 236: 0.9167                     At 1000 docs:   0.0087                                                            Comparison to median by topic
Query 237: 1.0000                                                                                    +1.0
Query 238: 1.0000                   R-Precision (prec. after R
Query 239: 0.3856                   (=num_rel) docs. retrieved):
Query 241: 0.1550                       Exact:        0.4711
Query 242: 0.8333
Query 243: 0.3441
Query 244: 1.0000                                                                                    +0.5
Query 245: 0.5000
Query 246: 0.0714
Query 248: 0.8048
Query 249: 0.0275
Query 250: 1.0000
                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
CLIPS, Monolingual Finnish, Auto, TDN                                                                                   Run CLIPS04MNFI1
Average precision                   Overall statistics                                                                    Recall−Precision Values
(individual queries):               (for 45 queries):                                                 1.0
Query 201: 0.2036                   Total number of documents
Query 202: 0.8234                   over all queries
Query 203: 0.5889                       Retrieved:    45000
Query 204: 0.9801                       Relevant:       413
Query 205: 0.5317                       Rel_ret:        406
                                                                                                     0.8
Query 207: 0.2374
Query 208: 0.8380                   Interpolated Recall -
Query 209: 0.0000                   Precision Averages:
Query 210: 0.2500                       at 0.00       0.6993
Query 211: 0.9688                       at 0.10       0.6804                                         0.6
Query 212: 0.4547                       at 0.20       0.6726
Query 213: 0.8076                       at 0.30       0.6529
Query 214: 0.5000                       at 0.40       0.6017




                                                                    Precision
Query 215: 0.1429                       at 0.50       0.5742
Query 216: 0.2598                       at 0.60       0.5168                                         0.4
Query 217: 0.6375                       at 0.70       0.4538
Query 218: 0.9909                       at 0.80       0.4278
Query 219: 0.6467                       at 0.90       0.3871
Query 220: 0.1770                       at 1.00       0.3540
Query 221: 0.6579                                                                                    0.2
Query 222: 0.0767                   Avg. prec. (non-interpolated)
Query 223: 0.1569                   for all rel. documents
Query 224: 1.0000                                     0.5349
Query 225: 1.0000                   Precision:
Query 226: 0.8692                     At    5 docs:   0.4578                                         0.0
Query 228: 0.0071                     At   10 docs:   0.3711                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 229: 0.2100                     At   15 docs:   0.3126
Query 230: 0.6519                     At   20 docs:   0.2700                                                                        Recall
Query 232: 0.0625                     At   30 docs:   0.2015
Query 233: 0.6036                     At 100 docs:    0.0749
Query 234: 0.4891                     At 200 docs:    0.0413                                                            Run CLIPS04MNFI1
Query 235: 0.6430                     At 500 docs:    0.0177                                                            Comparison to median by topic
Query 236: 0.9167                     At 1000 docs:   0.0090
Query 237: 1.0000                                                                                    +1.0
Query 238: 0.7917                   R-Precision (prec. after R
Query 239: 0.2638                   (=num_rel) docs. retrieved):
Query 241: 0.3469                       Exact:        0.4786
Query 242: 1.0000
Query 243: 0.0343
Query 244: 1.0000                                                                                    +0.5
Query 245: 0.5000
Query 246: 0.0769
Query 248: 0.6433
Query 249: 0.0320
Query 250: 1.0000
                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
Dublin City University, Monolingual Finnish, Auto, TD                                                                   Run exefinmono04a
Average precision                   Overall statistics                                                                    Recall−Precision Values
(individual queries):               (for 45 queries):                                                 1.0
Query 201: 0.1137                   Total number of documents
Query 202: 0.9945                   over all queries
Query 203: 0.4667                       Retrieved:    41625
Query 204: 0.8707                       Relevant:       413
Query 205: 0.7309                       Rel_ret:        304
                                                                                                     0.8
Query 207: 0.1347
Query 208: 0.7600                   Interpolated Recall -
Query 209: 0.0000                   Precision Averages:
Query 210: 0.0159                       at 0.00       0.5637
Query 211: 0.9758                       at 0.10       0.5390                                         0.6
Query 212: 0.1824                       at 0.20       0.5264
Query 213: 0.7777                       at 0.30       0.5047
Query 214: 0.0000                       at 0.40       0.4746




                                                                    Precision
Query 215: 0.1111                       at 0.50       0.4406
Query 216: 0.0000                       at 0.60       0.4185                                         0.4
Query 217: 0.6856                       at 0.70       0.3659
Query 218: 0.9174                       at 0.80       0.3536
Query 219: 0.0297                       at 0.90       0.3092
Query 220: 0.0464                       at 1.00       0.2815
Query 221: 0.7962                                                                                    0.2
Query 222: 0.1253                   Avg. prec. (non-interpolated)
Query 223: 0.1090                   for all rel. documents
Query 224: 1.0000                                     0.4252
Query 225: 0.9667                   Precision:
Query 226: 0.3732                     At    5 docs:   0.3689                                         0.0
Query 228: 0.0000                     At   10 docs:   0.2978                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 229: 0.0000                     At   15 docs:   0.2415
Query 230: 0.1513                     At   20 docs:   0.1989                                                                        Recall
Query 232: 0.0000                     At   30 docs:   0.1489
Query 233: 0.4902                     At 100 docs:    0.0538
Query 234: 0.4788                     At 200 docs:    0.0296                                                            Run exefinmono04a
Query 235: 0.0028                     At 500 docs:    0.0131                                                            Comparison to median by topic
Query 236: 0.9167                     At 1000 docs:   0.0068
Query 237: 1.0000                                                                                    +1.0
Query 238: 0.7556                   R-Precision (prec. after R
Query 239: 0.0008                   (=num_rel) docs. retrieved):
Query 241: 0.1132                       Exact:        0.3895
Query 242: 0.5000
Query 243: 0.2680
Query 244: 1.0000                                                                                    +0.5
Query 245: 0.5000
Query 246: 0.1667
Query 248: 0.5248
Query 249: 0.0839
Query 250: 1.0000
                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
Dublin City University, Monolingual Finnish, Auto, TD                                                                   Run exefinmono04l
Average precision                   Overall statistics                                                                    Recall−Precision Values
(individual queries):               (for 45 queries):                                                 1.0
Query 201: 0.1566                   Total number of documents
Query 202: 0.9788                   over all queries
Query 203: 0.6667                       Retrieved:    42195
Query 204: 0.9466                       Relevant:       413
Query 205: 0.6595                       Rel_ret:        311
                                                                                                     0.8
Query 207: 0.1347
Query 208: 0.8032                   Interpolated Recall -
Query 209: 0.0000                   Precision Averages:
Query 210: 0.0189                       at 0.00       0.6034
Query 211: 0.9725                       at 0.10       0.5709                                         0.6
Query 212: 0.1576                       at 0.20       0.5371
Query 213: 0.8018                       at 0.30       0.5125
Query 214: 0.0000                       at 0.40       0.4670




                                                                    Precision
Query 215: 0.1111                       at 0.50       0.4414
Query 216: 0.0000                       at 0.60       0.4152                                         0.4
Query 217: 0.6966                       at 0.70       0.3647
Query 218: 0.9488                       at 0.80       0.3554
Query 219: 0.1958                       at 0.90       0.3138
Query 220: 0.0197                       at 1.00       0.2862
Query 221: 0.7117                                                                                    0.2
Query 222: 0.1153                   Avg. prec. (non-interpolated)
Query 223: 0.0872                   for all rel. documents
Query 224: 1.0000                                     0.4324
Query 225: 0.9667                   Precision:
Query 226: 0.3783                     At    5 docs:   0.3822                                         0.0
Query 228: 0.0000                     At   10 docs:   0.3111                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 229: 0.0000                     At   15 docs:   0.2533
Query 230: 0.1338                     At   20 docs:   0.2056                                                                        Recall
Query 232: 0.0000                     At   30 docs:   0.1533
Query 233: 0.5204                     At 100 docs:    0.0567
Query 234: 0.5039                     At 200 docs:    0.0309                                                            Run exefinmono04l
Query 235: 0.0556                     At 500 docs:    0.0133                                                            Comparison to median by topic
Query 236: 0.9167                     At 1000 docs:   0.0069
Query 237: 1.0000                                                                                    +1.0
Query 238: 0.7556                   R-Precision (prec. after R
Query 239: 0.0006                   (=num_rel) docs. retrieved):
Query 241: 0.1149                       Exact:        0.3880
Query 242: 0.5000
Query 243: 0.2715
Query 244: 1.0000                                                                                    +0.5
Query 245: 0.5000
Query 246: 0.1429
Query 248: 0.3650
Query 249: 0.1477
Query 250: 1.0000
                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
Dublin City University, Monolingual Finnish, Auto, TD                                                                   Run exefinmono04q
Average precision                   Overall statistics
(individual queries):               (for 45 queries):                                                                     Recall−Precision Values
                                                                                                      1.0
Query 201: 0.1040                   Total number of documents
Query 202: 0.9746                   over all queries
Query 203: 0.8667                       Retrieved:    43506
Query 204: 0.8517                       Relevant:       413
Query 205: 0.6583                       Rel_ret:        327                                          0.8
Query 207: 0.1345
Query 208: 0.8177                   Interpolated Recall -
Query 209: 0.0011                   Precision Averages:
Query 210: 0.0102                       at 0.00       0.5942
Query 211: 0.9753                       at 0.10       0.5756                                         0.6
Query 212: 0.1976                       at 0.20       0.5585
Query 213: 0.7870                       at 0.30       0.5419
Query 214: 0.0000                       at 0.40       0.5123




                                                                    Precision
Query 215: 0.1000                       at 0.50       0.4778
Query 216: 0.0000                       at 0.60       0.4388                                         0.4
Query 217: 0.7028                       at 0.70       0.3741
Query 218: 0.9188                       at 0.80       0.3605
Query 219: 0.3054                       at 0.90       0.3161
Query 220: 0.0512                       at 1.00       0.2910
Query 221: 0.7783                                                                                    0.2
Query 222: 0.1152                   Avg. prec. (non-interpolated)
Query 223: 0.1358                   for all rel. documents
Query 224: 1.0000                                     0.4489
Query 225: 0.9667                   Precision:
Query 226: 0.2864                     At    5 docs:   0.3911                                         0.0
Query 228: 0.0000                     At   10 docs:   0.3067                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 229: 0.0000                     At   15 docs:   0.2504
Query 230: 0.1078                     At   20 docs:   0.2122                                                                        Recall
Query 232: 0.0000                     At   30 docs:   0.1563
Query 233: 0.5732                     At 100 docs:    0.0578
Query 234: 0.4906                     At 200 docs:    0.0320                                                            Run exefinmono04q
Query 235: 0.0030                     At 500 docs:    0.0141
Query 236: 0.9167                     At 1000 docs:   0.0073                                                            Comparison to median by topic
Query 237: 1.0000                                                                                    +1.0
Query 238: 0.8667                   R-Precision (prec. after R
Query 239: 0.0004                   (=num_rel) docs. retrieved):
Query 241: 0.2081                       Exact:        0.3976
Query 242: 0.7500
Query 243: 0.3033
Query 244: 1.0000                                                                                    +0.5
Query 245: 0.5000
Query 246: 0.1250
Query 248: 0.4969
Query 249: 0.1214
Query 250: 1.0000
                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
Dublin City University, Monolingual Finnish, Auto, TD                                                                   Run exefinmono04t
Average precision                   Overall statistics                                                                    Recall−Precision Values
(individual queries):               (for 45 queries):                                                 1.0
Query 201: 0.1038                   Total number of documents
Query 202: 1.0000                   over all queries
Query 203: 0.4667                       Retrieved:    44293
Query 204: 0.9053                       Relevant:       413
Query 205: 0.6754                       Rel_ret:        333
                                                                                                     0.8
Query 207: 0.1357
Query 208: 0.8177                   Interpolated Recall -
Query 209: 0.0011                   Precision Averages:
Query 210: 0.0108                       at 0.00       0.5966
Query 211: 0.9758                       at 0.10       0.5841                                         0.6
Query 212: 0.1918                       at 0.20       0.5460
Query 213: 0.7786                       at 0.30       0.5329
Query 214: 0.0000                       at 0.40       0.5058




                                                                    Precision
Query 215: 0.1429                       at 0.50       0.4824
Query 216: 0.0000                       at 0.60       0.4321                                         0.4
Query 217: 0.7279                       at 0.70       0.3780
Query 218: 0.9667                       at 0.80       0.3628
Query 219: 0.2751                       at 0.90       0.3234
Query 220: 0.0747                       at 1.00       0.2952
Query 221: 0.7783                                                                                    0.2
Query 222: 0.1161                   Avg. prec. (non-interpolated)
Query 223: 0.1467                   for all rel. documents
Query 224: 1.0000                                     0.4481
Query 225: 0.9667                   Precision:
Query 226: 0.2958                     At    5 docs:   0.3822                                         0.0
Query 228: 0.0000                     At   10 docs:   0.3089                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 229: 0.0000                     At   15 docs:   0.2578
Query 230: 0.3016                     At   20 docs:   0.2111                                                                        Recall
Query 232: 0.0000                     At   30 docs:   0.1578
Query 233: 0.5743                     At 100 docs:    0.0573
Query 234: 0.4803                     At 200 docs:    0.0321                                                            Run exefinmono04t
Query 235: 0.1315                     At 500 docs:    0.0143                                                            Comparison to median by topic
Query 236: 0.9167                     At 1000 docs:   0.0074
Query 237: 1.0000                                                                                    +1.0
Query 238: 0.8667                   R-Precision (prec. after R
Query 239: 0.0003                   (=num_rel) docs. retrieved):
Query 241: 0.1208                       Exact:        0.4041
Query 242: 0.7000
Query 243: 0.2839
Query 244: 1.0000                                                                                    +0.5
Query 245: 0.5000
Query 246: 0.1250
Query 248: 0.5367
Query 249: 0.0744
Query 250: 1.0000
                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
Hummingbird, Monolingual Finnish, Auto, T                                                                                  Run humFI04t
Average precision                   Overall statistics                                                                    Recall−Precision Values
(individual queries):               (for 45 queries):                                                 1.0
Query 201: 0.1319                   Total number of documents
Query 202: 0.8002                   over all queries
Query 203: 0.9167                       Retrieved:    41042
Query 204: 0.9239                       Relevant:       413
Query 205: 0.4348                       Rel_ret:        401
                                                                                                     0.8
Query 207: 0.5846
Query 208: 0.5191                   Interpolated Recall -
Query 209: 0.0000                   Precision Averages:
Query 210: 1.0000                       at 0.00       0.7776
Query 211: 0.9875                       at 0.10       0.7290                                         0.6
Query 212: 0.4640                       at 0.20       0.6941
Query 213: 0.6958                       at 0.30       0.6613
Query 214: 0.5000                       at 0.40       0.6064




                                                                    Precision
Query 215: 0.0909                       at 0.50       0.5907
Query 216: 0.5500                       at 0.60       0.5274                                         0.4
Query 217: 0.7609                       at 0.70       0.4597
Query 218: 0.9204                       at 0.80       0.4425
Query 219: 0.4351                       at 0.90       0.4076
Query 220: 0.0151                       at 1.00       0.3549
Query 221: 0.8111                                                                                    0.2
Query 222: 0.1307                   Avg. prec. (non-interpolated)
Query 223: 0.0302                   for all rel. documents
Query 224: 1.0000                                     0.5559
Query 225: 0.9667                   Precision:
Query 226: 0.9169                     At    5 docs:   0.4533                                         0.0
Query 228: 0.0000                     At   10 docs:   0.3556                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 229: 0.3103                     At   15 docs:   0.2948
Query 230: 0.6528                     At   20 docs:   0.2522                                                                        Recall
Query 232: 0.0048                     At   30 docs:   0.1881
Query 233: 0.5414                     At 100 docs:    0.0713
Query 234: 0.6294                     At 200 docs:    0.0397                                                                Run humFI04t
Query 235: 0.9409                     At 500 docs:    0.0175                                                            Comparison to median by topic
Query 236: 0.9167                     At 1000 docs:   0.0089
Query 237: 1.0000                                                                                    +1.0
Query 238: 0.2079                   R-Precision (prec. after R
Query 239: 0.2406                   (=num_rel) docs. retrieved):
Query 241: 0.1358                       Exact:        0.4828
Query 242: 0.7500
Query 243: 0.2354
Query 244: 1.0000                                                                                    +0.5
Query 245: 1.0000
Query 246: 0.0022
Query 248: 0.8433
Query 249: 0.0157
Query 250: 1.0000
                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
Hummingbird, Monolingual Finnish, Auto, TD                                                                                Run humFI04td
Average precision                   Overall statistics                                                                    Recall−Precision Values
(individual queries):               (for 45 queries):                                                 1.0
Query 201: 0.1059                   Total number of documents
Query 202: 0.8594                   over all queries
Query 203: 1.0000                       Retrieved:    45000
Query 204: 0.9238                       Relevant:       413
Query 205: 0.7986                       Rel_ret:        410
                                                                                                     0.8
Query 207: 0.3658
Query 208: 0.8012                   Interpolated Recall -
Query 209: 0.0000                   Precision Averages:
Query 210: 1.0000                       at 0.00       0.7762
Query 211: 0.9951                       at 0.10       0.7414                                         0.6
Query 212: 0.4103                       at 0.20       0.7006
Query 213: 0.7659                       at 0.30       0.6834
Query 214: 0.4444                       at 0.40       0.6267




                                                                    Precision
Query 215: 0.0345                       at 0.50       0.6154
Query 216: 0.6429                       at 0.60       0.5805                                         0.4
Query 217: 0.7784                       at 0.70       0.5369
Query 218: 0.9909                       at 0.80       0.5079
Query 219: 0.4603                       at 0.90       0.4510
Query 220: 0.0404                       at 1.00       0.4220
Query 221: 0.9667                                                                                    0.2
Query 222: 0.2514                   Avg. prec. (non-interpolated)
Query 223: 0.0888                   for all rel. documents
Query 224: 1.0000                                     0.5927
Query 225: 0.9667                   Precision:
Query 226: 0.9492                     At    5 docs:   0.4933                                         0.0
Query 228: 0.0092                     At   10 docs:   0.3800                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 229: 0.3070                     At   15 docs:   0.3126
Query 230: 0.8750                     At   20 docs:   0.2678                                                                        Recall
Query 232: 0.0018                     At   30 docs:   0.1970
Query 233: 0.5519                     At 100 docs:    0.0742
Query 234: 0.5087                     At 200 docs:    0.0400                                                               Run humFI04td
Query 235: 0.8755                     At 500 docs:    0.0178                                                            Comparison to median by topic
Query 236: 0.8667                     At 1000 docs:   0.0091
Query 237: 1.0000                                                                                    +1.0
Query 238: 1.0000                   R-Precision (prec. after R
Query 239: 0.2180                   (=num_rel) docs. retrieved):
Query 241: 0.3230                       Exact:        0.5308
Query 242: 1.0000
Query 243: 0.3291
Query 244: 1.0000                                                                                    +0.5
Query 245: 0.5000
Query 246: 0.0385
Query 248: 0.5442
Query 249: 0.0804
Query 250: 1.0000
                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
Hummingbird, Monolingual Finnish, Auto, TD                                                                                Run humFI04tde
Average precision                   Overall statistics                                                                    Recall−Precision Values
(individual queries):               (for 45 queries):                                                 1.0
Query 201: 0.1639                   Total number of documents
Query 202: 0.9285                   over all queries
Query 203: 0.9167                       Retrieved:    45000
Query 204: 0.9694                       Relevant:       413
Query 205: 0.8722                       Rel_ret:        411
                                                                                                     0.8
Query 207: 0.3739
Query 208: 0.7843                   Interpolated Recall -
Query 209: 0.0139                   Precision Averages:
Query 210: 1.0000                       at 0.00       0.7966
Query 211: 0.9951                       at 0.10       0.7747                                         0.6
Query 212: 0.4907                       at 0.20       0.7388
Query 213: 0.8183                       at 0.30       0.7245
Query 214: 0.4667                       at 0.40       0.6806




                                                                    Precision
Query 215: 0.2000                       at 0.50       0.6613
Query 216: 0.6429                       at 0.60       0.6257                                         0.4
Query 217: 0.7496                       at 0.70       0.5890
Query 218: 0.9909                       at 0.80       0.5470
Query 219: 0.6317                       at 0.90       0.4859
Query 220: 0.0792                       at 1.00       0.4706
Query 221: 1.0000                                                                                    0.2
Query 222: 0.2778                   Avg. prec. (non-interpolated)
Query 223: 0.1390                   for all rel. documents
Query 224: 1.0000                                     0.6367
Query 225: 1.0000                   Precision:
Query 226: 0.9822                     At    5 docs:   0.5511                                         0.0
Query 228: 0.0078                     At   10 docs:   0.4222                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 229: 0.5310                     At   15 docs:   0.3467
Query 230: 0.9167                     At   20 docs:   0.2900                                                                        Recall
Query 232: 0.0014                     At   30 docs:   0.2119
Query 233: 0.6873                     At 100 docs:    0.0782
Query 234: 0.7664                     At 200 docs:    0.0431                                                              Run humFI04tde
Query 235: 0.8973                     At 500 docs:    0.0181                                                            Comparison to median by topic
Query 236: 0.9167                     At 1000 docs:   0.0091
Query 237: 1.0000                                                                                    +1.0
Query 238: 1.0000                   R-Precision (prec. after R
Query 239: 0.4576                   (=num_rel) docs. retrieved):
Query 241: 0.3958                       Exact:        0.5667
Query 242: 1.0000
Query 243: 0.3041
Query 244: 1.0000                                                                                    +0.5
Query 245: 0.5000
Query 246: 0.1111
Query 248: 0.5867
Query 249: 0.0864
Query 250: 1.0000
                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
U Padua, Monolingual Finnish, Auto, TD                                                                                     Run IMSMFIN
Average precision                   Overall statistics                                                                    Recall−Precision Values
(individual queries):               (for 45 queries):                                                 1.0
Query 201: 0.0001                   Total number of documents
Query 202: 0.9066                   over all queries
Query 203: 0.7222                       Retrieved:    42506
Query 204: 0.1494                       Relevant:       413                                          0.8
Query 205: 0.4013                       Rel_ret:        258
Query 207: 0.0024
Query 208: 0.8337                   Interpolated Recall -
Query 209: 0.0000                   Precision Averages:
Query 210: 0.0278                       at 0.00       0.6121
Query 211: 0.9115                       at 0.10       0.5732                                         0.6
Query 212: 0.2271                       at 0.20       0.4952
Query 213: 0.6857                       at 0.30       0.4476
Query 214: 0.0000                       at 0.40       0.3920




                                                                    Precision
Query 215: 0.1429                       at 0.50       0.3784
Query 216: 0.0007                       at 0.60       0.3528                                         0.4
Query 217: 0.5789                       at 0.70       0.3411
Query 218: 0.9909                       at 0.80       0.3327
Query 219: 0.1589                       at 0.90       0.3052
Query 220: 0.1303                       at 1.00       0.2844
Query 221: 0.3787                                                                                    0.2
Query 222: 0.1349                   Avg. prec. (non-interpolated)
Query 223: 0.1201                   for all rel. documents
Query 224: 1.0000                                     0.3962
Query 225: 0.7683                   Precision:
Query 226: 0.0462                     At    5 docs:   0.3556                                         0.0
Query 228: 0.0000                     At   10 docs:   0.2578                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 229: 0.0000                     At   15 docs:   0.2089
Query 230: 0.6845                     At   20 docs:   0.1767                                                                        Recall
Query 232: 0.0000                     At   30 docs:   0.1252
Query 233: 0.3169                     At 100 docs:    0.0471
Query 234: 0.1762                     At 200 docs:    0.0252                                                               Run IMSMFIN
Query 235: 0.0459                     At 500 docs:    0.0108                                                            Comparison to median by topic
Query 236: 1.0000                     At 1000 docs:   0.0057
Query 237: 1.0000                                                                                    +1.0
Query 238: 1.0000                   R-Precision (prec. after R
Query 239: 0.0602                   (=num_rel) docs. retrieved):
Query 241: 0.0477                       Exact:        0.3612
Query 242: 1.0000
Query 243: 0.4517
Query 244: 0.3333                                                                                    +0.5
Query 245: 1.0000
Query 246: 0.0385
Query 248: 0.8100
Query 249: 0.0475
Query 250: 0.5000
                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
U Padua, Monolingual Finnish, Auto, TD                                                                                     Run IMSMFIP
Average precision                   Overall statistics                                                                    Recall−Precision Values
(individual queries):               (for 45 queries):                                                 1.0
Query 201: 0.1306                   Total number of documents
Query 202: 0.8569                   over all queries
Query 203: 0.9167                       Retrieved:    45000
Query 204: 0.7557                       Relevant:       413                                          0.8
Query 205: 0.6898                       Rel_ret:        346
Query 207: 0.0158
Query 208: 0.7876                   Interpolated Recall -
Query 209: 0.0000                   Precision Averages:
Query 210: 0.0476                       at 0.00       0.6632
Query 211: 0.9438                       at 0.10       0.6157                                         0.6
Query 212: 0.2565                       at 0.20       0.5649
Query 213: 0.6452                       at 0.30       0.5391
Query 214: 0.0000                       at 0.40       0.5090




                                                                    Precision
Query 215: 0.1000                       at 0.50       0.4644
Query 216: 0.0007                       at 0.60       0.4286                                         0.4
Query 217: 0.6016                       at 0.70       0.3926
Query 218: 0.9833                       at 0.80       0.3747
Query 219: 0.4101                       at 0.90       0.3428
Query 220: 0.0955                       at 1.00       0.3237
Query 221: 0.3016                                                                                    0.2
Query 222: 0.1643                   Avg. prec. (non-interpolated)
Query 223: 0.1020                   for all rel. documents
Query 224: 1.0000                                     0.4631
Query 225: 0.7862                   Precision:
Query 226: 0.2291                     At    5 docs:   0.4133                                         0.0
Query 228: 0.0000                     At   10 docs:   0.2956                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 229: 0.0000                     At   15 docs:   0.2504
Query 230: 0.6361                     At   20 docs:   0.2111                                                                        Recall
Query 232: 0.0000                     At   30 docs:   0.1578
Query 233: 0.3610                     At 100 docs:    0.0611
Query 234: 0.5018                     At 200 docs:    0.0340                                                                Run IMSMFIP
Query 235: 0.1363                     At 500 docs:    0.0145                                                            Comparison to median by topic
Query 236: 0.9167                     At 1000 docs:   0.0077
Query 237: 1.0000                                                                                    +1.0
Query 238: 1.0000                   R-Precision (prec. after R
Query 239: 0.1680                   (=num_rel) docs. retrieved):
Query 241: 0.1205                       Exact:        0.4371
Query 242: 0.7500
Query 243: 0.2212
Query 244: 1.0000                                                                                    +0.5
Query 245: 1.0000
Query 246: 0.1250
Query 248: 0.8529
Query 249: 0.2275
Query 250: 1.0000
                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
U Padua, Monolingual Finnish, Auto, TD                                                                                   Run IMSMFIPqe
Average precision                   Overall statistics
(individual queries):               (for 45 queries):
                                                                                                                          Recall−Precision Values
                                                                                                      1.0
Query 201: 0.0373                   Total number of documents
Query 202: 0.9316                   over all queries
Query 203: 0.4111                       Retrieved:    45000
Query 204: 0.3439                       Relevant:       413
Query 205: 0.8093                       Rel_ret:        325                                          0.8
Query 207: 0.0117
Query 208: 0.6431                   Interpolated Recall -
Query 209: 0.3333                   Precision Averages:
Query 210: 0.0204                       at 0.00       0.6033
Query 211: 0.9241                       at 0.10       0.5657                                         0.6
Query 212: 0.0419                       at 0.20       0.5429
Query 213: 0.6393                       at 0.30       0.5182
Query 214: 0.0000                       at 0.40       0.4969




                                                                    Precision
Query 215: 0.0047                       at 0.50       0.4695
Query 216: 0.0000                       at 0.60       0.4395                                         0.4
Query 217: 0.6389                       at 0.70       0.4106
Query 218: 0.9310                       at 0.80       0.3919
Query 219: 0.8482                       at 0.90       0.3244
Query 220: 0.0024                       at 1.00       0.3194
Query 221: 0.4724                                                                                    0.2
Query 222: 0.0980                   Avg. prec. (non-interpolated)
Query 223: 0.0873                   for all rel. documents
Query 224: 1.0000                                     0.4525
Query 225: 0.9429                   Precision:
Query 226: 0.6213                     At    5 docs:   0.3956                                         0.0
Query 228: 0.0000                     At   10 docs:   0.2778                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 229: 0.0000                     At   15 docs:   0.2370
Query 230: 0.9167                     At   20 docs:   0.1900                                                                        Recall
Query 232: 0.0000                     At   30 docs:   0.1370
Query 233: 0.4924                     At 100 docs:    0.0500
Query 234: 0.2683                     At 200 docs:    0.0280                                                              Run IMSMFIPqe
Query 235: 0.0096                     At 500 docs:    0.0134
Query 236: 1.0000                     At 1000 docs:   0.0072                                                            Comparison to median by topic
Query 237: 1.0000                                                                                    +1.0
Query 238: 1.0000                   R-Precision (prec. after R
Query 239: 0.1518                   (=num_rel) docs. retrieved):
Query 241: 0.0244                       Exact:        0.4157
Query 242: 1.0000
Query 243: 0.1387
Query 244: 0.5000                                                                                    +0.5
Query 245: 1.0000
Query 246: 0.0667
Query 248: 0.9429
Query 249: 0.0574
Query 250: 1.0000
                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
U Padua, Monolingual Finnish, Auto, TD                                                                                  Run IMSMFIUa65
Average precision                   Overall statistics                                                                    Recall−Precision Values
(individual queries):               (for 45 queries):                                                 1.0
Query 201: 0.0263                   Total number of documents
Query 202: 0.8957                   over all queries
Query 203: 0.6111                       Retrieved:    45000
Query 204: 0.3080                       Relevant:       413
Query 205: 0.5146                       Rel_ret:        305
                                                                                                     0.8
Query 207: 0.0106
Query 208: 0.8034                   Interpolated Recall -
Query 209: 0.0000                   Precision Averages:
Query 210: 0.2000                       at 0.00       0.5954
Query 211: 0.9780                       at 0.10       0.5501                                         0.6
Query 212: 0.2750                       at 0.20       0.5229
Query 213: 0.7477                       at 0.30       0.4623
Query 214: 0.0000                       at 0.40       0.4222




                                                                    Precision
Query 215: 0.1429                       at 0.50       0.3982
Query 216: 0.0006                       at 0.60       0.3733                                         0.4
Query 217: 0.5916                       at 0.70       0.3445
Query 218: 1.0000                       at 0.80       0.3360
Query 219: 0.0786                       at 0.90       0.3141
Query 220: 0.0391                       at 1.00       0.2988
Query 221: 0.3832                                                                                    0.2
Query 222: 0.0934                   Avg. prec. (non-interpolated)
Query 223: 0.1195                   for all rel. documents
Query 224: 1.0000                                     0.4070
Query 225: 0.7862                   Precision:
Query 226: 0.0283                     At    5 docs:   0.3689                                         0.0
Query 228: 0.0000                     At   10 docs:   0.2733                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 229: 0.0000                     At   15 docs:   0.2193
Query 230: 0.8875                     At   20 docs:   0.1889                                                                        Recall
Query 232: 0.0000                     At   30 docs:   0.1430
Query 233: 0.2791                     At 100 docs:    0.0547
Query 234: 0.3428                     At 200 docs:    0.0298                                                             Run IMSMFIUa65
Query 235: 0.0382                     At 500 docs:    0.0130                                                            Comparison to median by topic
Query 236: 1.0000                     At 1000 docs:   0.0068
Query 237: 1.0000                                                                                    +1.0
Query 238: 0.9167                   R-Precision (prec. after R
Query 239: 0.0869                   (=num_rel) docs. retrieved):
Query 241: 0.3645                       Exact:        0.3675
Query 242: 1.0000
Query 243: 0.2635
Query 244: 1.0000                                                                                    +0.5
Query 245: 0.5000
Query 246: 0.0588
Query 248: 0.7862
Query 249: 0.0313
Query 250: 0.1250
                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
U Padua, Monolingual Finnish, Auto, TD                                                                                  Run IMSMFIUd65
Average precision                   Overall statistics                                                                    Recall−Precision Values
(individual queries):               (for 45 queries):                                                 1.0
Query 201: 0.0143                   Total number of documents
Query 202: 0.8861                   over all queries
Query 203: 0.8333                       Retrieved:    45000
Query 204: 0.1534                       Relevant:       413
Query 205: 0.3950                       Rel_ret:        295
                                                                                                     0.8
Query 207: 0.0018
Query 208: 0.8044                   Interpolated Recall -
Query 209: 0.0000                   Precision Averages:
Query 210: 0.0625                       at 0.00       0.5842
Query 211: 0.9690                       at 0.10       0.5346                                         0.6
Query 212: 0.1968                       at 0.20       0.4859
Query 213: 0.7497                       at 0.30       0.4534
Query 214: 0.0000                       at 0.40       0.4074




                                                                    Precision
Query 215: 0.1667                       at 0.50       0.3848
Query 216: 0.0007                       at 0.60       0.3657                                         0.4
Query 217: 0.5675                       at 0.70       0.3369
Query 218: 1.0000                       at 0.80       0.3337
Query 219: 0.1506                       at 0.90       0.3096
Query 220: 0.0463                       at 1.00       0.3008
Query 221: 0.3806                                                                                    0.2
Query 222: 0.1101                   Avg. prec. (non-interpolated)
Query 223: 0.1043                   for all rel. documents
Query 224: 1.0000                                     0.3956
Query 225: 0.7683                   Precision:
Query 226: 0.0444                     At    5 docs:   0.3422                                         0.0
Query 228: 0.0000                     At   10 docs:   0.2600                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 229: 0.0000                     At   15 docs:   0.2089
Query 230: 0.5333                     At   20 docs:   0.1756                                                                        Recall
Query 232: 0.0000                     At   30 docs:   0.1311
Query 233: 0.4143                     At 100 docs:    0.0493
Query 234: 0.1667                     At 200 docs:    0.0266                                                             Run IMSMFIUd65
Query 235: 0.0421                     At 500 docs:    0.0119                                                            Comparison to median by topic
Query 236: 1.0000                     At 1000 docs:   0.0066
Query 237: 1.0000                                                                                    +1.0
Query 238: 0.9167                   R-Precision (prec. after R
Query 239: 0.0657                   (=num_rel) docs. retrieved):
Query 241: 0.0566                       Exact:        0.3479
Query 242: 0.4167
Query 243: 0.3037
Query 244: 1.0000                                                                                    +0.5
Query 245: 0.5000
Query 246: 0.1111
Query 248: 0.8350
Query 249: 0.0335
Query 250: 1.0000
                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
U Alicante, Monolingual Finnish, Auto, TD                                                                               Run IRn−MF−Dexp
Average precision                   Overall statistics
(individual queries):               (for 45 queries):
                                                                                                                          Recall−Precision Values
                                                                                                      1.0
Query 201: 0.0923                   Total number of documents
Query 202: 0.9274                   over all queries
Query 203: 0.4778                       Retrieved:    45000
Query 204: 0.8660                       Relevant:       413
Query 205: 0.3774                       Rel_ret:        390                                          0.8
Query 207: 0.2509
Query 208: 0.6320                   Interpolated Recall -
Query 209: 0.0000                   Precision Averages:
Query 210: 0.0588                       at 0.00       0.6849
Query 211: 1.0000                       at 0.10       0.6546                                         0.6
Query 212: 0.4007                       at 0.20       0.5673
Query 213: 0.7947                       at 0.30       0.5547
Query 214: 0.0222                       at 0.40       0.5327




                                                                    Precision
Query 215: 0.1429                       at 0.50       0.5236
Query 216: 0.0045                       at 0.60       0.5030                                         0.4
Query 217: 0.7148                       at 0.70       0.4679
Query 218: 0.9587                       at 0.80       0.4337
Query 219: 0.4358                       at 0.90       0.3635
Query 220: 0.0236                       at 1.00       0.3227
Query 221: 0.8529                                                                                    0.2
Query 222: 0.3511                   Avg. prec. (non-interpolated)
Query 223: 0.1636                   for all rel. documents
Query 224: 1.0000                                     0.4914
Query 225: 1.0000                   Precision:
Query 226: 0.4742                     At    5 docs:   0.4533                                         0.0
Query 228: 0.0000                     At   10 docs:   0.3511                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 229: 0.2780                     At   15 docs:   0.2963
Query 230: 0.5561                     At   20 docs:   0.2567                                                                        Recall
Query 232: 0.0000                     At   30 docs:   0.1874
Query 233: 0.6786                     At 100 docs:    0.0700
Query 234: 0.6457                     At 200 docs:    0.0379                                                             Run IRn−MF−Dexp
Query 235: 0.8472                     At 500 docs:    0.0168
Query 236: 0.8056                     At 1000 docs:   0.0087                                                            Comparison to median by topic
Query 237: 1.0000                                                                                    +1.0
Query 238: 0.4429                   R-Precision (prec. after R
Query 239: 0.2835                   (=num_rel) docs. retrieved):
Query 241: 0.0594                       Exact:        0.4464
Query 242: 1.0000
Query 243: 0.3175
Query 244: 1.0000                                                                                    +0.5
Query 245: 1.0000
Query 246: 0.0370
Query 248: 0.5311
Query 249: 0.1097
Query 250: 0.5000
                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
U Alicante, Monolingual Finnish, Auto, TD                                                                               Run IRn−MF−nexp
Average precision                   Overall statistics
(individual queries):               (for 45 queries):
                                                                                                                          Recall−Precision Values
                                                                                                      1.0
Query 201: 0.0820                   Total number of documents
Query 202: 0.8888                   over all queries
Query 203: 0.7000                       Retrieved:    45000
Query 204: 0.7558                       Relevant:       413
Query 205: 0.5223                       Rel_ret:        384                                          0.8
Query 207: 0.2874
Query 208: 0.5910                   Interpolated Recall -
Query 209: 0.0000                   Precision Averages:
Query 210: 0.0500                       at 0.00       0.6528
Query 211: 1.0000                       at 0.10       0.6212                                         0.6
Query 212: 0.3533                       at 0.20       0.5597
Query 213: 0.6982                       at 0.30       0.5564
Query 214: 0.0516                       at 0.40       0.4904




                                                                    Precision
Query 215: 0.1667                       at 0.50       0.4792
Query 216: 0.0031                       at 0.60       0.4412                                         0.4
Query 217: 0.5938                       at 0.70       0.3940
Query 218: 0.9909                       at 0.80       0.3770
Query 219: 0.2676                       at 0.90       0.3170
Query 220: 0.0324                       at 1.00       0.2946
Query 221: 0.5191                                                                                    0.2
Query 222: 0.1799                   Avg. prec. (non-interpolated)
Query 223: 0.0780                   for all rel. documents
Query 224: 1.0000                                     0.4533
Query 225: 0.9667                   Precision:
Query 226: 0.2940                     At    5 docs:   0.4044                                         0.0
Query 228: 0.0003                     At   10 docs:   0.3222                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 229: 0.2197                     At   15 docs:   0.2696
Query 230: 0.8304                     At   20 docs:   0.2311                                                                        Recall
Query 232: 0.0000                     At   30 docs:   0.1770
Query 233: 0.6159                     At 100 docs:    0.0669
Query 234: 0.5132                     At 200 docs:    0.0367                                                             Run IRn−MF−nexp
Query 235: 0.7580                     At 500 docs:    0.0164
Query 236: 0.8056                     At 1000 docs:   0.0085                                                            Comparison to median by topic
Query 237: 1.0000                                                                                    +1.0
Query 238: 0.3869                   R-Precision (prec. after R
Query 239: 0.1621                   (=num_rel) docs. retrieved):
Query 241: 0.0523                       Exact:        0.3997
Query 242: 0.5833
Query 243: 0.2749
Query 244: 1.0000                                                                                    +0.5
Query 245: 1.0000
Query 246: 0.0133
Query 248: 0.5033
Query 249: 0.1081
Query 250: 0.5000
                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
U Alicante, Monolingual Finnish, Auto, TD                                                                               Run IRn−MF−Pexp
Average precision                   Overall statistics
(individual queries):               (for 45 queries):
                                                                                                                          Recall−Precision Values
                                                                                                      1.0
Query 201: 0.0977                   Total number of documents
Query 202: 0.9109                   over all queries
Query 203: 0.4778                       Retrieved:    45000
Query 204: 0.8660                       Relevant:       413
Query 205: 0.3774                       Rel_ret:        391                                          0.8
Query 207: 0.2509
Query 208: 0.6690                   Interpolated Recall -
Query 209: 0.0000                   Precision Averages:
Query 210: 0.0455                       at 0.00       0.6782
Query 211: 1.0000                       at 0.10       0.6563                                         0.6
Query 212: 0.4007                       at 0.20       0.5778
Query 213: 0.7947                       at 0.30       0.5590
Query 214: 0.0230                       at 0.40       0.5282




                                                                    Precision
Query 215: 0.2000                       at 0.50       0.5152
Query 216: 0.0026                       at 0.60       0.4978                                         0.4
Query 217: 0.7224                       at 0.70       0.4645
Query 218: 0.9587                       at 0.80       0.4317
Query 219: 0.4358                       at 0.90       0.3643
Query 220: 0.0172                       at 1.00       0.3233
Query 221: 0.8529                                                                                    0.2
Query 222: 0.3413                   Avg. prec. (non-interpolated)
Query 223: 0.1498                   for all rel. documents
Query 224: 1.0000                                     0.4908
Query 225: 1.0000                   Precision:
Query 226: 0.4847                     At    5 docs:   0.4533                                         0.0
Query 228: 0.0000                     At   10 docs:   0.3511                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 229: 0.2404                     At   15 docs:   0.2963
Query 230: 0.5701                     At   20 docs:   0.2522                                                                        Recall
Query 232: 0.0000                     At   30 docs:   0.1874
Query 233: 0.6786                     At 100 docs:    0.0696
Query 234: 0.6457                     At 200 docs:    0.0379                                                             Run IRn−MF−Pexp
Query 235: 0.8472                     At 500 docs:    0.0168
Query 236: 0.8056                     At 1000 docs:   0.0087                                                            Comparison to median by topic
Query 237: 1.0000                                                                                    +1.0
Query 238: 0.4206                   R-Precision (prec. after R
Query 239: 0.2589                   (=num_rel) docs. retrieved):
Query 241: 0.0594                       Exact:        0.4517
Query 242: 1.0000
Query 243: 0.3044
Query 244: 1.0000                                                                                    +0.5
Query 245: 1.0000
Query 246: 0.0370
Query 248: 0.5311
Query 249: 0.1097
Query 250: 0.5000
                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
Thomson Legal, Monolingual Finnish, Auto, TD                                                                                      Run tlrfi1
Average precision                   Overall statistics                                                                    Recall−Precision Values
(individual queries):               (for 45 queries):                                                 1.0
Query 201: 0.0231                   Total number of documents
Query 202: 0.7765                   over all queries
Query 203: 1.0000                       Retrieved:    45000
Query 204: 0.9186                       Relevant:       413
Query 205: 0.8833                       Rel_ret:        389
                                                                                                     0.8
Query 207: 0.3981
Query 208: 0.7273                   Interpolated Recall -
Query 209: 0.0000                   Precision Averages:
Query 210: 0.5000                       at 0.00       0.7457
Query 211: 1.0000                       at 0.10       0.7179                                         0.6
Query 212: 0.4497                       at 0.20       0.6708
Query 213: 0.7928                       at 0.30       0.6262
Query 214: 0.2063                       at 0.40       0.6116




                                                                    Precision
Query 215: 0.0769                       at 0.50       0.5958
Query 216: 0.5588                       at 0.60       0.5445                                         0.4
Query 217: 0.6291                       at 0.70       0.5016
Query 218: 1.0000                       at 0.80       0.4732
Query 219: 0.5049                       at 0.90       0.4021
Query 220: 0.0643                       at 1.00       0.3839
Query 221: 0.6676                                                                                    0.2
Query 222: 0.1860                   Avg. prec. (non-interpolated)
Query 223: 0.0716                   for all rel. documents
Query 224: 1.0000                                     0.5551
Query 225: 0.9429                   Precision:
Query 226: 0.6164                     At    5 docs:   0.4533                                         0.0
Query 228: 0.0015                     At   10 docs:   0.3756                                           0.0        0.2       0.4                0.6      0.8   1.0
Query 229: 0.2684                     At   15 docs:   0.3156
Query 230: 0.8750                     At   20 docs:   0.2744                                                                        Recall
Query 232: 0.0016                     At   30 docs:   0.1978
Query 233: 0.6560                     At 100 docs:    0.0731
Query 234: 0.3332                     At 200 docs:    0.0392                                                                      Run tlrfi1
Query 235: 0.8250                     At 500 docs:    0.0165                                                            Comparison to median by topic
Query 236: 0.9167                     At 1000 docs:   0.0086
Query 237: 1.0000                                                                                    +1.0
Query 238: 0.9167                   R-Precision (prec. after R
Query 239: 0.3167                   (=num_rel) docs. retrieved):
Query 241: 0.3018                       Exact:        0.4994
Query 242: 1.0000
Query 243: 0.4392
Query 244: 1.0000                                                                                    +0.5
Query 245: 0.5000
Query 246: 0.0244
Query 248: 0.4969
Query 249: 0.1106
Query 250: 1.0000
                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
Thomson Legal, Monolingual Finnish, Auto, TD                                                                                      Run tlrfi2
Average precision                   Overall statistics                                                                    Recall−Precision Values
(individual queries):               (for 45 queries):                                                 1.0
Query 201: 0.0475                   Total number of documents
Query 202: 0.7683                   over all queries
Query 203: 1.0000                       Retrieved:    45000
Query 204: 0.9389                       Relevant:       413
Query 205: 0.8833                       Rel_ret:        383
                                                                                                     0.8
Query 207: 0.3981
Query 208: 0.7273                   Interpolated Recall -
Query 209: 0.0000                   Precision Averages:
Query 210: 0.5000                       at 0.00       0.7621
Query 211: 1.0000                       at 0.10       0.7122                                         0.6
Query 212: 0.4497                       at 0.20       0.6625
Query 213: 0.7928                       at 0.30       0.6266
Query 214: 0.2063                       at 0.40       0.6125




                                                                    Precision
Query 215: 0.0769                       at 0.50       0.5941
Query 216: 0.5588                       at 0.60       0.5446                                         0.4
Query 217: 0.6291                       at 0.70       0.5040
Query 218: 1.0000                       at 0.80       0.4762
Query 219: 0.5193                       at 0.90       0.4057
Query 220: 0.0643                       at 1.00       0.3846
Query 221: 0.6676                                                                                    0.2
Query 222: 0.1860                   Avg. prec. (non-interpolated)
Query 223: 0.0716                   for all rel. documents
Query 224: 1.0000                                     0.5562
Query 225: 0.9429                   Precision:
Query 226: 0.6164                     At    5 docs:   0.4578                                         0.0
Query 228: 0.0015                     At   10 docs:   0.3733                                           0.0        0.2       0.4                0.6      0.8   1.0
Query 229: 0.2684                     At   15 docs:   0.3111
Query 230: 0.8750                     At   20 docs:   0.2744                                                                        Recall
Query 232: 0.0027                     At   30 docs:   0.1993
Query 233: 0.6560                     At 100 docs:    0.0733
Query 234: 0.4184                     At 200 docs:    0.0393                                                                      Run tlrfi2
Query 235: 0.8250                     At 500 docs:    0.0165                                                            Comparison to median by topic
Query 236: 0.9167                     At 1000 docs:   0.0085
Query 237: 1.0000                                                                                    +1.0
Query 238: 0.9167                   R-Precision (prec. after R
Query 239: 0.3167                   (=num_rel) docs. retrieved):
Query 241: 0.2317                       Exact:        0.5027
Query 242: 1.0000
Query 243: 0.4392
Query 244: 1.0000                                                                                    +0.5
Query 245: 0.5000
Query 246: 0.0233
Query 248: 0.5367
Query 249: 0.0550
Query 250: 1.0000
                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
U Amsterdam, Monolingual Finnish, Auto, TD                                                                              Run UAmsC04FiFi4GiSb
Average precision                   Overall statistics                                                                      Recall−Precision Values
(individual queries):               (for 45 queries):                                                 1.0
Query 201: 0.0868                   Total number of documents
Query 202: 0.9231                   over all queries
Query 203: 0.4206                       Retrieved:    45000
Query 204: 0.9478                       Relevant:       413
Query 205: 0.8307                       Rel_ret:        379
                                                                                                     0.8
Query 207: 0.1980
Query 208: 0.7994                   Interpolated Recall -
Query 209: 0.0000                   Precision Averages:
Query 210: 0.0526                       at 0.00       0.6180
Query 211: 0.9306                       at 0.10       0.6048                                         0.6
Query 212: 0.3205                       at 0.20       0.5736
Query 213: 0.8554                       at 0.30       0.5642
Query 214: 0.0812                       at 0.40       0.5251




                                                                    Precision
Query 215: 0.2500                       at 0.50       0.5060
Query 216: 0.0014                       at 0.60       0.4902                                         0.4
Query 217: 0.6783                       at 0.70       0.4285
Query 218: 1.0000                       at 0.80       0.4019
Query 219: 0.7265                       at 0.90       0.3305
Query 220: 0.0455                       at 1.00       0.2842
Query 221: 0.8000                                                                                    0.2
Query 222: 0.1872                   Avg. prec. (non-interpolated)
Query 223: 0.2040                   for all rel. documents
Query 224: 0.2500                                     0.4787
Query 225: 0.7962                   Precision:
Query 226: 0.9822                     At    5 docs:   0.4267                                         0.0
Query 228: 0.0055                     At   10 docs:   0.3600                                           0.0        0.2         0.4              0.6        0.8   1.0
Query 229: 0.0017                     At   15 docs:   0.3067
Query 230: 0.7095                     At   20 docs:   0.2489                                                                          Recall
Query 232: 0.0013                     At   30 docs:   0.1837
Query 233: 0.5577                     At 100 docs:    0.0691
Query 234: 0.6921                     At 200 docs:    0.0379                                                            Run UAmsC04FiFi4GiSb
Query 235: 0.4361                     At 500 docs:    0.0165                                                              Comparison to median by topic
Query 236: 0.9167                     At 1000 docs:   0.0084
Query 237: 0.9500                                                                                    +1.0
Query 238: 0.7917                   R-Precision (prec. after R
Query 239: 0.1804                   (=num_rel) docs. retrieved):
Query 241: 0.1871                       Exact:        0.4208
Query 242: 0.4167
Query 243: 0.3162
Query 244: 0.0476                                                                                    +0.5
Query 245: 1.0000
Query 246: 0.0345
Query 248: 0.9250
Query 249: 0.0028
Query 250: 1.0000
                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210        220               230        240   250

                                                                                                                                    Topic number
U Amsterdam, Monolingual Finnish, Auto, TD                                                                              Run UAmsC04FiFi4GiWd
Average precision                   Overall statistics                                                                      Recall−Precision Values
(individual queries):               (for 45 queries):                                                 1.0
Query 201: 0.0577                   Total number of documents
Query 202: 0.9255                   over all queries
Query 203: 0.4111                       Retrieved:    45000
Query 204: 0.8439                       Relevant:       413
Query 205: 0.8502                       Rel_ret:        378
                                                                                                     0.8
Query 207: 0.1724
Query 208: 0.8097                   Interpolated Recall -
Query 209: 0.0000                   Precision Averages:
Query 210: 0.0625                       at 0.00       0.6568
Query 211: 0.9255                       at 0.10       0.6494                                         0.6
Query 212: 0.3460                       at 0.20       0.6189
Query 213: 0.8374                       at 0.30       0.5963
Query 214: 0.3939                       at 0.40       0.5473




                                                                    Precision
Query 215: 0.1667                       at 0.50       0.5258
Query 216: 0.0023                       at 0.60       0.5002                                         0.4
Query 217: 0.6733                       at 0.70       0.4416
Query 218: 1.0000                       at 0.80       0.4099
Query 219: 0.6454                       at 0.90       0.3340
Query 220: 0.0406                       at 1.00       0.3007
Query 221: 0.9000                                                                                    0.2
Query 222: 0.1394                   Avg. prec. (non-interpolated)
Query 223: 0.1716                   for all rel. documents
Query 224: 0.5000                                     0.5007
Query 225: 0.9429                   Precision:
Query 226: 0.9752                     At    5 docs:   0.4489                                         0.0
Query 228: 0.0094                     At   10 docs:   0.3622                                           0.0        0.2         0.4              0.6        0.8   1.0
Query 229: 0.0669                     At   15 docs:   0.3022
Query 230: 0.6679                     At   20 docs:   0.2467                                                                          Recall
Query 232: 0.0000                     At   30 docs:   0.1830
Query 233: 0.5749                     At 100 docs:    0.0669
Query 234: 0.5509                     At 200 docs:    0.0369                                                            Run UAmsC04FiFi4GiWd
Query 235: 0.5116                     At 500 docs:    0.0163                                                              Comparison to median by topic
Query 236: 0.8056                     At 1000 docs:   0.0084
Query 237: 1.0000                                                                                    +1.0
Query 238: 0.7576                   R-Precision (prec. after R
Query 239: 0.1667                   (=num_rel) docs. retrieved):
Query 241: 0.1605                       Exact:        0.4357
Query 242: 0.7500
Query 243: 0.6138
Query 244: 0.1429                                                                                    +0.5
Query 245: 1.0000
Query 246: 0.0294
Query 248: 0.9250
Query 249: 0.0060
Query 250: 1.0000
                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210        220               230        240   250

                                                                                                                                    Topic number
U Amsterdam, Monolingual Finnish, Auto, TD                                                                              Run UAmsC04FiFiAll
Average precision                   Overall statistics                                                                     Recall−Precision Values
(individual queries):               (for 45 queries):                                                 1.0
Query 201: 0.0881                   Total number of documents
Query 202: 0.9437                   over all queries
Query 203: 0.6667                       Retrieved:    45000
Query 204: 0.9242                       Relevant:       413
Query 205: 0.8000                       Rel_ret:        393
                                                                                                     0.8
Query 207: 0.1709
Query 208: 0.8167                   Interpolated Recall -
Query 209: 0.0000                   Precision Averages:
Query 210: 0.0556                       at 0.00       0.6591
Query 211: 0.9342                       at 0.10       0.6480                                         0.6
Query 212: 0.3460                       at 0.20       0.6232
Query 213: 0.8402                       at 0.30       0.6192
Query 214: 0.1035                       at 0.40       0.5739




                                                                    Precision
Query 215: 0.2000                       at 0.50       0.5553
Query 216: 0.0042                       at 0.60       0.5257                                         0.4
Query 217: 0.7577                       at 0.70       0.4561
Query 218: 1.0000                       at 0.80       0.4321
Query 219: 0.6928                       at 0.90       0.3662
Query 220: 0.0750                       at 1.00       0.3313
Query 221: 0.7878                                                                                    0.2
Query 222: 0.1264                   Avg. prec. (non-interpolated)
Query 223: 0.1955                   for all rel. documents
Query 224: 1.0000                                     0.5203
Query 225: 0.9029                   Precision:
Query 226: 0.9752                     At    5 docs:   0.4667                                         0.0
Query 228: 0.0141                     At   10 docs:   0.3667                                           0.0        0.2        0.4              0.6        0.8   1.0
Query 229: 0.0236                     At   15 docs:   0.2993
Query 230: 0.8304                     At   20 docs:   0.2444                                                                         Recall
Query 232: 0.0000                     At   30 docs:   0.1785
Query 233: 0.5718                     At 100 docs:    0.0691
Query 234: 0.5935                     At 200 docs:    0.0383                                                            Run UAmsC04FiFiAll
Query 235: 0.5084                     At 500 docs:    0.0168                                                             Comparison to median by topic
Query 236: 0.9167                     At 1000 docs:   0.0087
Query 237: 1.0000                                                                                    +1.0
Query 238: 0.8667                   R-Precision (prec. after R
Query 239: 0.1485                   (=num_rel) docs. retrieved):
Query 241: 0.1820                       Exact:        0.4632
Query 242: 0.5833
Query 243: 0.4583
Query 244: 0.3333                                                                                    +0.5
Query 245: 1.0000
Query 246: 0.0294
Query 248: 0.9429
Query 249: 0.0048
Query 250: 1.0000
                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210       220               230        240   250

                                                                                                                                   Topic number
SUNY Buffalo, Monolingual Finnish, Auto, TD                                                                             Run UBmonoFI01
Average precision                   Overall statistics                                                                    Recall−Precision Values
(individual queries):               (for 45 queries):                                                 1.0
Query 201: 0.0663                   Total number of documents
Query 202: 0.9199                   over all queries
Query 203: 1.0000                       Retrieved:    43659
Query 204: 0.8713                       Relevant:       413                                          0.8
Query 205: 0.7633                       Rel_ret:        318
Query 207: 0.0929
Query 208: 0.7382                   Interpolated Recall -
Query 209: 0.0000                   Precision Averages:
Query 210: 0.0625                       at 0.00       0.6263
Query 211: 1.0000                       at 0.10       0.5840                                         0.6
Query 212: 0.1913                       at 0.20       0.5494
Query 213: 0.6603                       at 0.30       0.5357
Query 214: 0.0000                       at 0.40       0.4996




                                                                    Precision
Query 215: 0.0526                       at 0.50       0.4800
Query 216: 0.0000                       at 0.60       0.4604                                         0.4
Query 217: 0.7329                       at 0.70       0.4038
Query 218: 0.8656                       at 0.80       0.3827
Query 219: 0.5395                       at 0.90       0.3427
Query 220: 0.0000                       at 1.00       0.3319
Query 221: 0.1743                                                                                    0.2
Query 222: 0.0452                   Avg. prec. (non-interpolated)
Query 223: 0.1328                   for all rel. documents
Query 224: 1.0000                                     0.4599
Query 225: 0.7862                   Precision:
Query 226: 0.3114                     At    5 docs:   0.3956                                         0.0
Query 228: 0.0000                     At   10 docs:   0.3067                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 229: 0.0000                     At   15 docs:   0.2563
Query 230: 1.0000                     At   20 docs:   0.2189                                                                        Recall
Query 232: 0.0000                     At   30 docs:   0.1541
Query 233: 0.4351                     At 100 docs:    0.0562
Query 234: 0.5039                     At 200 docs:    0.0310                                                             Run UBmonoFI01
Query 235: 0.1841                     At 500 docs:    0.0136                                                            Comparison to median by topic
Query 236: 0.9167                     At 1000 docs:   0.0071
Query 237: 1.0000                                                                                    +1.0
Query 238: 0.7222                   R-Precision (prec. after R
Query 239: 0.0921                   (=num_rel) docs. retrieved):
Query 241: 0.0154                       Exact:        0.4545
Query 242: 0.7500
Query 243: 0.4128
Query 244: 1.0000                                                                                    +0.5
Query 245: 1.0000
Query 246: 0.0667
Query 248: 0.5867
Query 249: 0.0027
Query 250: 1.0000
                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
U Hildesheim, Monolingual Finnish, Auto, TD                                                                                  Run UHIfi1
Average precision                   Overall statistics                                                                    Recall−Precision Values
(individual queries):               (for 45 queries):                                                 1.0
Query 201: 0.1466                   Total number of documents
Query 202: 0.8313                   over all queries
Query 203: 0.8667                       Retrieved:    45000
Query 204: 0.9288                       Relevant:       413
Query 205: 0.6202                       Rel_ret:        349
                                                                                                     0.8
Query 207: 0.0041
Query 208: 0.8142                   Interpolated Recall -
Query 209: 0.0000                   Precision Averages:
Query 210: 0.0500                       at 0.00       0.6536
Query 211: 0.9474                       at 0.10       0.6207                                         0.6
Query 212: 0.2611                       at 0.20       0.5785
Query 213: 0.6817                       at 0.30       0.5575
Query 214: 0.0000                       at 0.40       0.5114




                                                                    Precision
Query 215: 0.1000                       at 0.50       0.4855
Query 216: 0.0009                       at 0.60       0.4450                                         0.4
Query 217: 0.6217                       at 0.70       0.3898
Query 218: 0.9909                       at 0.80       0.3766
Query 219: 0.6047                       at 0.90       0.3455
Query 220: 0.0952                       at 1.00       0.3233
Query 221: 0.3543                                                                                    0.2
Query 222: 0.1551                   Avg. prec. (non-interpolated)
Query 223: 0.1792                   for all rel. documents
Query 224: 1.0000                                     0.4699
Query 225: 0.7862                   Precision:
Query 226: 0.2822                     At    5 docs:   0.3956                                         0.0
Query 228: 0.0000                     At   10 docs:   0.3067                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 229: 0.0000                     At   15 docs:   0.2637
Query 230: 0.3882                     At   20 docs:   0.2244                                                                        Recall
Query 232: 0.0000                     At   30 docs:   0.1704
Query 233: 0.3944                     At 100 docs:    0.0633
Query 234: 0.5310                     At 200 docs:    0.0346                                                                  Run UHIfi1
Query 235: 0.2140                     At 500 docs:    0.0151                                                            Comparison to median by topic
Query 236: 1.0000                     At 1000 docs:   0.0078
Query 237: 1.0000                                                                                    +1.0
Query 238: 0.7556                   R-Precision (prec. after R
Query 239: 0.1525                   (=num_rel) docs. retrieved):
Query 241: 0.1336                       Exact:        0.4341
Query 242: 0.7500
Query 243: 0.2147
Query 244: 1.0000                                                                                    +0.5
Query 245: 1.0000
Query 246: 0.0345
Query 248: 0.8583
Query 249: 0.3987
Query 250: 1.0000
                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
U Hildesheim, Monolingual Finnish, Auto, TD                                                                                  Run UHIfi2
Average precision                   Overall statistics                                                                    Recall−Precision Values
(individual queries):               (for 45 queries):                                                 1.0
Query 201: 0.1456                   Total number of documents
Query 202: 0.9323                   over all queries
Query 203: 0.9167                       Retrieved:    44199
Query 204: 0.9531                       Relevant:       413
Query 205: 0.5963                       Rel_ret:        367
                                                                                                     0.8
Query 207: 0.1159
Query 208: 0.7920                   Interpolated Recall -
Query 209: 0.0000                   Precision Averages:
Query 210: 0.0769                       at 0.00       0.6448
Query 211: 0.9659                       at 0.10       0.6190                                         0.6
Query 212: 0.4002                       at 0.20       0.5942
Query 213: 0.7228                       at 0.30       0.5825
Query 214: 0.0000                       at 0.40       0.5459




                                                                    Precision
Query 215: 0.2500                       at 0.50       0.5258
Query 216: 0.0008                       at 0.60       0.5063                                         0.4
Query 217: 0.7108                       at 0.70       0.4528
Query 218: 0.9625                       at 0.80       0.4311
Query 219: 0.7827                       at 0.90       0.3774
Query 220: 0.0394                       at 1.00       0.3477
Query 221: 0.7683                                                                                    0.2
Query 222: 0.2083                   Avg. prec. (non-interpolated)
Query 223: 0.1732                   for all rel. documents
Query 224: 0.5000                                     0.5042
Query 225: 0.9429                   Precision:
Query 226: 0.3644                     At    5 docs:   0.4444                                         0.0
Query 228: 0.0000                     At   10 docs:   0.3511                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 229: 0.0000                     At   15 docs:   0.2933
Query 230: 0.3849                     At   20 docs:   0.2422                                                                        Recall
Query 232: 0.0000                     At   30 docs:   0.1830
Query 233: 0.3036                     At 100 docs:    0.0689
Query 234: 0.5543                     At 200 docs:    0.0373                                                                  Run UHIfi2
Query 235: 0.4601                     At 500 docs:    0.0160                                                            Comparison to median by topic
Query 236: 0.9167                     At 1000 docs:   0.0082
Query 237: 1.0000                                                                                    +1.0
Query 238: 1.0000                   R-Precision (prec. after R
Query 239: 0.2818                   (=num_rel) docs. retrieved):
Query 241: 0.1155                       Exact:        0.4601
Query 242: 1.0000
Query 243: 0.2482
Query 244: 1.0000                                                                                    +0.5
Query 245: 1.0000
Query 246: 0.0455
Query 248: 0.9429
Query 249: 0.1158
Query 250: 1.0000
                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
Université de Neuchâtel, Monolingual Finnish, Auto, TD                                                                     Run UniNEfi1
Average precision                   Overall statistics                                                                    Recall−Precision Values
(individual queries):               (for 45 queries):                                                 1.0
Query 201: 0.0719                   Total number of documents
Query 202: 0.9157                   over all queries
Query 203: 0.5012                       Retrieved:    45000
Query 204: 0.9672                       Relevant:       413                                          0.8
Query 205: 0.9103                       Rel_ret:        397
Query 207: 0.1242
Query 208: 0.8539                   Interpolated Recall -
Query 209: 0.0094                   Precision Averages:
Query 210: 0.5000                       at 0.00       0.6590
Query 211: 0.9813                       at 0.10       0.6432                                         0.6
Query 212: 0.2414                       at 0.20       0.6170
Query 213: 0.6426                       at 0.30       0.6070
Query 214: 0.5556                       at 0.40       0.5342




                                                                    Precision
Query 215: 0.0200                       at 0.50       0.5104
Query 216: 0.0471                       at 0.60       0.4861                                         0.4
Query 217: 0.4126                       at 0.70       0.4267
Query 218: 0.9909                       at 0.80       0.3972
Query 219: 0.8352                       at 0.90       0.3483
Query 220: 0.0000                       at 1.00       0.3201
Query 221: 0.1850                                                                                    0.2
Query 222: 0.2262                   Avg. prec. (non-interpolated)
Query 223: 0.1934                   for all rel. documents
Query 224: 1.0000                                     0.4967
Query 225: 1.0000                   Precision:
Query 226: 0.3148                     At    5 docs:   0.4444                                         0.0
Query 228: 0.0135                     At   10 docs:   0.3422                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 229: 0.0519                     At   15 docs:   0.2859
Query 230: 0.5563                     At   20 docs:   0.2378                                                                        Recall
Query 232: 0.0011                     At   30 docs:   0.1785
Query 233: 0.6988                     At 100 docs:    0.0644
Query 234: 0.6416                     At 200 docs:    0.0343                                                                Run UniNEfi1
Query 235: 0.7286                     At 500 docs:    0.0144                                                            Comparison to median by topic
Query 236: 0.9167                     At 1000 docs:   0.0088
Query 237: 1.0000                                                                                    +1.0
Query 238: 1.0000                   R-Precision (prec. after R
Query 239: 0.3757                   (=num_rel) docs. retrieved):
Query 241: 0.0724                       Exact:        0.4453
Query 242: 1.0000
Query 243: 0.0667
Query 244: 0.5000                                                                                    +0.5
Query 245: 0.5000
Query 246: 0.0345
Query 248: 0.6595
Query 249: 0.0321
Query 250: 1.0000
                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
Université de Neuchâtel, Monolingual Finnish, Auto, TD                                                                     Run UniNEfi2
Average precision                   Overall statistics                                                                    Recall−Precision Values
(individual queries):               (for 45 queries):                                                 1.0
Query 201: 0.0918                   Total number of documents
Query 202: 0.9208                   over all queries
Query 203: 0.7556                       Retrieved:    45000
Query 204: 0.9651                       Relevant:       413                                          0.8
Query 205: 0.9167                       Rel_ret:        404
Query 207: 0.1990
Query 208: 0.7843                   Interpolated Recall -
Query 209: 0.0078                   Precision Averages:
Query 210: 0.3333                       at 0.00       0.6622
Query 211: 0.9822                       at 0.10       0.6577                                         0.6
Query 212: 0.3492                       at 0.20       0.6395
Query 213: 0.6509                       at 0.30       0.6231
Query 214: 0.5556                       at 0.40       0.5834




                                                                    Precision
Query 215: 0.0233                       at 0.50       0.5696
Query 216: 0.0345                       at 0.60       0.5594                                         0.4
Query 217: 0.7668                       at 0.70       0.5184
Query 218: 0.9909                       at 0.80       0.4787
Query 219: 0.8323                       at 0.90       0.4139
Query 220: 0.0037                       at 1.00       0.3832
Query 221: 0.3470                                                                                    0.2
Query 222: 0.2165                   Avg. prec. (non-interpolated)
Query 223: 0.1976                   for all rel. documents
Query 224: 1.0000                                     0.5453
Query 225: 1.0000                   Precision:
Query 226: 0.9103                     At    5 docs:   0.4711                                         0.0
Query 228: 0.0085                     At   10 docs:   0.3600                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 229: 0.0934                     At   15 docs:   0.3111
Query 230: 0.5269                     At   20 docs:   0.2589                                                                        Recall
Query 232: 0.0012                     At   30 docs:   0.1970
Query 233: 0.7131                     At 100 docs:    0.0729
Query 234: 0.6854                     At 200 docs:    0.0401                                                                Run UniNEfi2
Query 235: 0.7538                     At 500 docs:    0.0174                                                            Comparison to median by topic
Query 236: 0.9167                     At 1000 docs:   0.0090
Query 237: 1.0000                                                                                    +1.0
Query 238: 1.0000                   R-Precision (prec. after R
Query 239: 0.4109                   (=num_rel) docs. retrieved):
Query 241: 0.0953                       Exact:        0.5009
Query 242: 1.0000
Query 243: 0.2790
Query 244: 0.5000                                                                                    +0.5
Query 245: 1.0000
Query 246: 0.0357
Query 248: 0.6595
Query 249: 0.0224
Query 250: 1.0000
                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
Université de Neuchâtel, Monolingual Finnish, Auto, TDN                                                                    Run UniNEfi3
Average precision                   Overall statistics                                                                    Recall−Precision Values
(individual queries):               (for 45 queries):                                                 1.0
Query 201: 0.1138                   Total number of documents
Query 202: 0.9157                   over all queries
Query 203: 0.6667                       Retrieved:    45000
Query 204: 0.9646                       Relevant:       413                                          0.8
Query 205: 0.8093                       Rel_ret:        405
Query 207: 0.2020
Query 208: 0.7890                   Interpolated Recall -
Query 209: 0.0054                   Precision Averages:
Query 210: 0.0909                       at 0.00       0.6913
Query 211: 0.9881                       at 0.10       0.6728                                         0.6
Query 212: 0.4500                       at 0.20       0.6648
Query 213: 0.7957                       at 0.30       0.6345
Query 214: 0.4667                       at 0.40       0.5916




                                                                    Precision
Query 215: 0.0081                       at 0.50       0.5838
Query 216: 0.1314                       at 0.60       0.5500                                         0.4
Query 217: 0.6999                       at 0.70       0.5117
Query 218: 1.0000                       at 0.80       0.4562
Query 219: 0.7661                       at 0.90       0.3958
Query 220: 0.2579                       at 1.00       0.3764
Query 221: 0.6176                                                                                    0.2
Query 222: 0.1463                   Avg. prec. (non-interpolated)
Query 223: 0.1843                   for all rel. documents
Query 224: 1.0000                                     0.5454
Query 225: 1.0000                   Precision:
Query 226: 0.8388                     At    5 docs:   0.4756                                         0.0
Query 228: 0.0595                     At   10 docs:   0.3867                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 229: 0.4125                     At   15 docs:   0.3274
Query 230: 0.5521                     At   20 docs:   0.2711                                                                        Recall
Query 232: 0.0175                     At   30 docs:   0.2000
Query 233: 0.7455                     At 100 docs:    0.0747
Query 234: 0.7218                     At 200 docs:    0.0417                                                                Run UniNEfi3
Query 235: 0.7534                     At 500 docs:    0.0176                                                            Comparison to median by topic
Query 236: 0.9167                     At 1000 docs:   0.0090
Query 237: 1.0000                                                                                    +1.0
Query 238: 1.0000                   R-Precision (prec. after R
Query 239: 0.3018                   (=num_rel) docs. retrieved):
Query 241: 0.1084                       Exact:        0.4887
Query 242: 1.0000
Query 243: 0.2996
Query 244: 0.5000                                                                                    +0.5
Query 245: 0.5000
Query 246: 0.0370
Query 248: 0.6862
Query 249: 0.0247
Query 250: 1.0000
                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
JHU/APL, Monolingual French, Auto, TD                                                                                       Run aplmofra
Average precision                   Overall statistics
(individual queries):               (for 49 queries):
                                                                                                                          Recall−Precision Values
                                                                                                      1.0
Query 201: 0.2999                   Total number of documents
Query 202: 0.5789                   over all queries
Query 203: 0.5675                       Retrieved:    49000
Query 204: 0.7926                       Relevant:       915
Query 205: 0.5793                       Rel_ret:        888                                          0.8
Query 206: 0.4066
Query 207: 0.3427                   Interpolated Recall -
Query 208: 0.6792                   Precision Averages:
Query 209: 0.0569                       at 0.00       0.6062
Query 210: 0.0904                       at 0.10       0.5825                                         0.6
Query 211: 0.8876                       at 0.20       0.5552
Query 212: 0.4281                       at 0.30       0.5101
Query 213: 0.7902                       at 0.40       0.4786




                                                                    Precision
Query 214: 0.1085                       at 0.50       0.4604
Query 215: 0.3024                       at 0.60       0.4319                                         0.4
Query 216: 0.0543                       at 0.70       0.3851
Query 217: 0.4147                       at 0.80       0.3377
Query 218: 0.9151                       at 0.90       0.2981
Query 219: 0.0507                       at 1.00       0.2347
Query 220: 0.0170                                                                                    0.2
Query 221: 0.5807                   Avg. prec. (non-interpolated)
Query 222: 0.1507                   for all rel. documents
Query 223: 0.0216                                     0.4283
Query 224: 0.9056                   Precision:
Query 225: 0.0179                     At    5 docs:   0.4367                                         0.0
Query 226: 0.2500                     At   10 docs:   0.4020                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 228: 0.5002                     At   15 docs:   0.3619
Query 229: 0.4518                     At   20 docs:   0.3337                                                                        Recall
Query 230: 0.9124                     At   30 docs:   0.2891
Query 231: 0.2924                     At 100 docs:    0.1396
Query 232: 0.0850                     At 200 docs:    0.0788                                                                Run aplmofra
Query 233: 0.5934                     At 500 docs:    0.0350
Query 234: 0.2011                     At 1000 docs:   0.0181                                                            Comparison to median by topic
Query 235: 0.7890                                                                                    +1.0
Query 236: 0.9698                   R-Precision (prec. after R
Query 237: 0.8735                   (=num_rel) docs. retrieved):
Query 238: 0.3963                       Exact:        0.4016
Query 239: 0.0727
Query 240: 1.0000
Query 241: 0.0018                                                                                    +0.5
Query 242: 0.3476
Query 243: 0.5309
Query 244: 0.1111
Query 245: 0.7763
Query 246: 0.1217
Query 247: 0.9909
Query 248: 0.6149                                                                                     0.0
Query 249: 0.0333
Query 250: 0.0327
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
JHU/APL, Monolingual French, Auto, TD                                                                                       Run aplmofrb
Average precision                   Overall statistics
(individual queries):               (for 49 queries):
                                                                                                                          Recall−Precision Values
                                                                                                      1.0
Query 201: 0.3651                   Total number of documents
Query 202: 0.6434                   over all queries
Query 203: 0.5447                       Retrieved:    49000
Query 204: 0.8262                       Relevant:       915
Query 205: 0.5924                       Rel_ret:        891                                          0.8
Query 206: 0.3764
Query 207: 0.3146                   Interpolated Recall -
Query 208: 0.6792                   Precision Averages:
Query 209: 0.0477                       at 0.00       0.6380
Query 210: 0.0951                       at 0.10       0.6009                                         0.6
Query 211: 0.8882                       at 0.20       0.5752
Query 212: 0.3245                       at 0.30       0.5362
Query 213: 0.7334                       at 0.40       0.5080




                                                                    Precision
Query 214: 0.1048                       at 0.50       0.4901
Query 215: 0.1265                       at 0.60       0.4607                                         0.4
Query 216: 0.0703                       at 0.70       0.4146
Query 217: 0.4019                       at 0.80       0.3790
Query 218: 0.9039                       at 0.90       0.3351
Query 219: 0.1000                       at 1.00       0.2732
Query 220: 0.0206                                                                                    0.2
Query 221: 0.5162                   Avg. prec. (non-interpolated)
Query 222: 0.0823                   for all rel. documents
Query 223: 0.0198                                     0.4581
Query 224: 0.9484                   Precision:
Query 225: 0.0227                     At    5 docs:   0.4571                                         0.0
Query 226: 1.0000                     At   10 docs:   0.3857                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 228: 0.5347                     At   15 docs:   0.3578
Query 229: 0.4974                     At   20 docs:   0.3357                                                                        Recall
Query 230: 0.9114                     At   30 docs:   0.2905
Query 231: 0.3594                     At 100 docs:    0.1400
Query 232: 0.1105                     At 200 docs:    0.0789                                                                Run aplmofrb
Query 233: 0.5674                     At 500 docs:    0.0349
Query 234: 0.3925                     At 1000 docs:   0.0182                                                            Comparison to median by topic
Query 235: 0.8050                                                                                    +1.0
Query 236: 0.9809                   R-Precision (prec. after R
Query 237: 0.8895                   (=num_rel) docs. retrieved):
Query 238: 0.3637                       Exact:        0.4289
Query 239: 0.1029
Query 240: 1.0000
Query 241: 0.0050                                                                                    +0.5
Query 242: 0.3423
Query 243: 0.5487
Query 244: 0.5000
Query 245: 0.8500
Query 246: 0.2406
Query 247: 1.0000
Query 248: 0.6295                                                                                     0.0
Query 249: 0.0256
Query 250: 0.0413
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
JHU/APL, Monolingual French, Auto, TD                                                                                       Run aplmofrc
Average precision                   Overall statistics
(individual queries):               (for 49 queries):
                                                                                                                          Recall−Precision Values
                                                                                                      1.0
Query 201: 0.3140                   Total number of documents
Query 202: 0.6075                   over all queries
Query 203: 0.5449                       Retrieved:    49000
Query 204: 0.8001                       Relevant:       915
Query 205: 0.5852                       Rel_ret:        810                                          0.8
Query 206: 0.3730
Query 207: 0.3209                   Interpolated Recall -
Query 208: 0.6792                   Precision Averages:
Query 209: 0.0168                       at 0.00       0.5989
Query 210: 0.0922                       at 0.10       0.5709                                         0.6
Query 211: 0.8761                       at 0.20       0.5466
Query 212: 0.2671                       at 0.30       0.5100
Query 213: 0.7255                       at 0.40       0.4702




                                                                    Precision
Query 214: 0.1321                       at 0.50       0.4435
Query 215: 0.2533                       at 0.60       0.4178                                         0.4
Query 216: 0.0445                       at 0.70       0.3847
Query 217: 0.4262                       at 0.80       0.3404
Query 218: 0.8863                       at 0.90       0.3016
Query 219: 0.0362                       at 1.00       0.2408
Query 220: 0.0172                                                                                    0.2
Query 221: 0.4700                   Avg. prec. (non-interpolated)
Query 222: 0.1422                   for all rel. documents
Query 223: 0.0203                                     0.4249
Query 224: 0.9306                   Precision:
Query 225: 0.0200                     At    5 docs:   0.4286                                         0.0
Query 226: 0.5000                     At   10 docs:   0.3694                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 228: 0.4784                     At   15 docs:   0.3415
Query 229: 0.4311                     At   20 docs:   0.3184                                                                        Recall
Query 230: 0.9377                     At   30 docs:   0.2782
Query 231: 0.3258                     At 100 docs:    0.1339
Query 232: 0.0007                     At 200 docs:    0.0760                                                                Run aplmofrc
Query 233: 0.5508                     At 500 docs:    0.0320
Query 234: 0.0034                     At 1000 docs:   0.0165                                                            Comparison to median by topic
Query 235: 0.8190                                                                                    +1.0
Query 236: 0.9698                   R-Precision (prec. after R
Query 237: 0.8907                   (=num_rel) docs. retrieved):
Query 238: 0.3586                       Exact:        0.3812
Query 239: 0.0325
Query 240: 1.0000
Query 241: 0.0042                                                                                    +0.5
Query 242: 0.3265
Query 243: 0.5371
Query 244: 0.5000
Query 245: 0.7572
Query 246: 0.2127
Query 247: 0.9909
Query 248: 0.5822                                                                                     0.0
Query 249: 0.0256
Query 250: 0.0057
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
CLIPS, Monolingual French, Auto, TDN                                                                                       Run CLIPS04MNFR1
Average precision                      Overall statistics                                                                    Recall−Precision Values
(individual queries):                  (for 49 queries):                                                 1.0
Query 201: 0.1737                      Total number of documents
Query 202: 0.6059                      over all queries
Query 203: 0.3415                          Retrieved:    49000
Query 204: 0.8320                          Relevant:       915
Query 205: 0.4995                          Rel_ret:        875
                                                                                                        0.8
Query 206: 0.3464
Query 207: 0.0837                      Interpolated Recall -
Query 208: 0.8042                      Precision Averages:
Query 209: 0.1453                          at 0.00       0.7218
Query 210: 0.1938                          at 0.10       0.6394                                         0.6
Query 211: 0.7769                          at 0.20       0.5961
Query 212: 0.3222                          at 0.30       0.5398
Query 213: 0.8111                          at 0.40       0.4736




                                                                       Precision
Query 214: 0.0272                          at 0.50       0.4382
Query 215: 0.0925                          at 0.60       0.4041                                         0.4
Query 216: 0.0919                          at 0.70       0.3809
Query 217: 0.3340                          at 0.80       0.3462
Query 218: 0.9506                          at 0.90       0.2979
Query 219: 0.0063                          at 1.00       0.2093
Query 220: 0.3599                                                                                       0.2
Query 221: 0.4063                      Avg. prec. (non-interpolated)
Query 222: 0.1198                      for all rel. documents
Query 223: 0.0242                                        0.4443
Query 224: 1.0000                      Precision:
Query 225: 0.1667                        At    5 docs:   0.4653                                         0.0
Query 226: 0.1667                        At   10 docs:   0.4061                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 228: 0.3567                        At   15 docs:   0.3510
Query 229: 0.2974                        At   20 docs:   0.3194                                                                        Recall
Query 230: 0.8955                        At   30 docs:   0.2728
Query 231: 0.7933                        At 100 docs:    0.1408
Query 232: 0.5265                        At 200 docs:    0.0818                                                            Run CLIPS04MNFR1
Query 233: 0.6172                        At 500 docs:    0.0348                                                            Comparison to median by topic
Query 234: 0.4611                        At 1000 docs:   0.0179
Query 235: 0.8774                                                                                       +1.0
Query 236: 1.0000                      R-Precision (prec. after R
Query 237: 0.8870                      (=num_rel) docs. retrieved):
Query 238: 0.4429                          Exact:        0.4172
Query 239: 0.1050
Query 240: 1.0000
Query 241: 0.0177                                                                                       +0.5
Query 242: 0.4510
Query 243: 0.5391
Query 244: 0.0000
Query 245: 0.8409
Query 246: 0.1030
Query 247: 0.9714
Query 248: 0.8045
                                                                                                         0.0
Query 249: 0.0182
Query 250: 0.0826
                                                                       Difference (average precision)




                                                                                                        −0.5




                                                                                                        −1.0
                                                                                                               201   210      220               230        240   250

                                                                                                                                     Topic number
Dublin City University, Monolingual French, Auto, TD                                                                    Run exefrmono04a
Average precision                   Overall statistics                                                                    Recall−Precision Values
(individual queries):               (for 49 queries):                                                 1.0
Query 201: 0.3421                   Total number of documents
Query 202: 0.7313                   over all queries
Query 203: 0.3183                       Retrieved:    49000
Query 204: 0.7999                       Relevant:       915                                          0.8
Query 205: 0.2325                       Rel_ret:        843
Query 206: 0.3927
Query 207: 0.1538                   Interpolated Recall -
Query 208: 0.8042                   Precision Averages:
Query 209: 0.0010                       at 0.00       0.6009
Query 210: 0.0927                       at 0.10       0.5712                                         0.6
Query 211: 0.8649                       at 0.20       0.5526
Query 212: 0.4084                       at 0.30       0.4907
Query 213: 0.7559                       at 0.40       0.4728




                                                                    Precision
Query 214: 0.0002                       at 0.50       0.4404
Query 215: 0.0448                       at 0.60       0.4199                                         0.4
Query 216: 0.0024                       at 0.70       0.3920
Query 217: 0.5037                       at 0.80       0.3458
Query 218: 0.9252                       at 0.90       0.2748
Query 219: 0.2529                       at 1.00       0.2127
Query 220: 0.1326                                                                                    0.2
Query 221: 0.5203                   Avg. prec. (non-interpolated)
Query 222: 0.0200                   for all rel. documents
Query 223: 0.0207                                     0.4236
Query 224: 0.8770                   Precision:
Query 225: 0.0076                     At    5 docs:   0.4286                                         0.0
Query 226: 1.0000                     At   10 docs:   0.3633                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 228: 0.5726                     At   15 docs:   0.3347
Query 229: 0.5147                     At   20 docs:   0.2949                                                                        Recall
Query 230: 0.8155                     At   30 docs:   0.2619
Query 231: 0.5657                     At 100 docs:    0.1308
Query 232: 0.0711                     At 200 docs:    0.0739                                                             Run exefrmono04a
Query 233: 0.4963                     At 500 docs:    0.0326                                                            Comparison to median by topic
Query 234: 0.0076                     At 1000 docs:   0.0172
Query 235: 0.8626                                                                                    +1.0
Query 236: 0.9540                   R-Precision (prec. after R
Query 237: 0.7872                   (=num_rel) docs. retrieved):
Query 238: 0.3960                       Exact:        0.3900
Query 239: 0.0176
Query 240: 1.0000
Query 241: 0.0001                                                                                    +0.5
Query 242: 0.1646
Query 243: 0.5256
Query 244: 0.0047
Query 245: 0.8409
Query 246: 0.1319
Query 247: 0.9833
                                                                                                      0.0
Query 248: 0.7548
Query 249: 0.0357
Query 250: 0.0499
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
Dublin City University, Monolingual French, Auto, TD                                                                    Run exefrmono04q
Average precision                   Overall statistics
(individual queries):               (for 49 queries):                                                                     Recall−Precision Values
                                                                                                      1.0
Query 201: 0.4130                   Total number of documents
Query 202: 0.7442                   over all queries
Query 203: 0.3183                       Retrieved:    49000
Query 204: 0.8476                       Relevant:       915
Query 205: 0.2537                       Rel_ret:        849                                          0.8
Query 206: 0.4086
Query 207: 0.2152                   Interpolated Recall -
Query 208: 0.8042                   Precision Averages:
Query 209: 0.0009                       at 0.00       0.6009
Query 210: 0.0922                       at 0.10       0.5741                                         0.6
Query 211: 0.8595                       at 0.20       0.5444
Query 212: 0.3853                       at 0.30       0.4896
Query 213: 0.7571                       at 0.40       0.4611




                                                                    Precision
Query 214: 0.0142                       at 0.50       0.4275
Query 215: 0.0420                       at 0.60       0.4107                                         0.4
Query 216: 0.0041                       at 0.70       0.3750
Query 217: 0.5631                       at 0.80       0.3284
Query 218: 0.9131                       at 0.90       0.2600
Query 219: 0.2143                       at 1.00       0.2038
Query 220: 0.1673                                                                                    0.2
Query 221: 0.5239                   Avg. prec. (non-interpolated)
Query 222: 0.0188                   for all rel. documents
Query 223: 0.0189                                     0.4143
Query 224: 0.8626                   Precision:
Query 225: 0.0091                     At    5 docs:   0.4367                                         0.0
Query 226: 0.3333                     At   10 docs:   0.3653                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 228: 0.4263                     At   15 docs:   0.3388
Query 229: 0.5234                     At   20 docs:   0.3051                                                                        Recall
Query 230: 0.8148                     At   30 docs:   0.2599
Query 231: 0.5705                     At 100 docs:    0.1292
Query 232: 0.0622                     At 200 docs:    0.0724                                                             Run exefrmono04q
Query 233: 0.5011                     At 500 docs:    0.0326
Query 234: 0.0075                     At 1000 docs:   0.0173                                                            Comparison to median by topic
Query 235: 0.8626                                                                                    +1.0
Query 236: 0.9415                   R-Precision (prec. after R
Query 237: 0.7924                   (=num_rel) docs. retrieved):
Query 238: 0.4561                       Exact:        0.3706
Query 239: 0.0217
Query 240: 1.0000
Query 241: 0.0001                                                                                    +0.5
Query 242: 0.2006
Query 243: 0.4373
Query 244: 0.0050
Query 245: 0.8750
Query 246: 0.1771
Query 247: 0.9809
Query 248: 0.7793                                                                                     0.0
Query 249: 0.0294
Query 250: 0.0521
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
Dublin City University, Monolingual French, Auto, TD                                                                    Run exefrmono04t
Average precision                   Overall statistics                                                                    Recall−Precision Values
(individual queries):               (for 49 queries):                                                 1.0
Query 201: 0.3817                   Total number of documents
Query 202: 0.7242                   over all queries
Query 203: 0.3154                       Retrieved:    49000
Query 204: 0.7862                       Relevant:       915                                          0.8
Query 205: 0.2459                       Rel_ret:        844
Query 206: 0.3959
Query 207: 0.2020                   Interpolated Recall -
Query 208: 0.8042                   Precision Averages:
Query 209: 0.0010                       at 0.00       0.5978
Query 210: 0.0920                       at 0.10       0.5612                                         0.6
Query 211: 0.8489                       at 0.20       0.5337
Query 212: 0.3914                       at 0.30       0.4814
Query 213: 0.7437                       at 0.40       0.4558




                                                                    Precision
Query 214: 0.0002                       at 0.50       0.4226
Query 215: 0.0377                       at 0.60       0.3999                                         0.4
Query 216: 0.0040                       at 0.70       0.3762
Query 217: 0.5270                       at 0.80       0.3261
Query 218: 0.9197                       at 0.90       0.2587
Query 219: 0.2666                       at 1.00       0.1981
Query 220: 0.1638                                                                                    0.2
Query 221: 0.5551                   Avg. prec. (non-interpolated)
Query 222: 0.0203                   for all rel. documents
Query 223: 0.0183                                     0.4097
Query 224: 0.9242                   Precision:
Query 225: 0.0079                     At    5 docs:   0.4286                                         0.0
Query 226: 0.1667                     At   10 docs:   0.3612                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 228: 0.5833                     At   15 docs:   0.3265
Query 229: 0.5016                     At   20 docs:   0.2980                                                                        Recall
Query 230: 0.8078                     At   30 docs:   0.2578
Query 231: 0.5705                     At 100 docs:    0.1288
Query 232: 0.0613                     At 200 docs:    0.0738                                                             Run exefrmono04t
Query 233: 0.4551                     At 500 docs:    0.0323                                                            Comparison to median by topic
Query 234: 0.0074                     At 1000 docs:   0.0172
Query 235: 0.8825                                                                                    +1.0
Query 236: 0.9327                   R-Precision (prec. after R
Query 237: 0.7923                   (=num_rel) docs. retrieved):
Query 238: 0.3960                       Exact:        0.3729
Query 239: 0.0140
Query 240: 1.0000
Query 241: 0.0001                                                                                    +0.5
Query 242: 0.1828
Query 243: 0.5279
Query 244: 0.0051
Query 245: 0.8333
Query 246: 0.1711
Query 247: 0.9909
                                                                                                      0.0
Query 248: 0.7314
Query 249: 0.0345
Query 250: 0.0512
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
Dublin City University, Monolingual French, Auto, TD                                                                    Run exefrmonosys04a
Average precision                   Overall statistics
(individual queries):               (for 49 queries):                                                                      Recall−Precision Values
                                                                                                      1.0
Query 201: 0.3647                   Total number of documents
Query 202: 0.6327                   over all queries
Query 203: 0.4882                       Retrieved:    49000
Query 204: 0.7502                       Relevant:       915
Query 205: 0.1332                       Rel_ret:        774                                          0.8
Query 206: 0.3746
Query 207: 0.2784                   Interpolated Recall -
Query 208: 0.8042                   Precision Averages:
Query 209: 0.0634                       at 0.00       0.5973
Query 210: 0.0786                       at 0.10       0.5422                                         0.6
Query 211: 0.8092                       at 0.20       0.5070
Query 212: 0.1147                       at 0.30       0.4610
Query 213: 0.8699                       at 0.40       0.4201




                                                                    Precision
Query 214: 0.0013                       at 0.50       0.4019
Query 215: 0.0427                       at 0.60       0.3868                                         0.4
Query 216: 0.0596                       at 0.70       0.3454
Query 217: 0.3875                       at 0.80       0.3130
Query 218: 0.9155                       at 0.90       0.2736
Query 219: 0.5404                       at 1.00       0.2059
Query 220: 0.0103                                                                                    0.2
Query 221: 0.7446                   Avg. prec. (non-interpolated)
Query 222: 0.0039                   for all rel. documents
Query 223: 0.0469                                     0.3929
Query 224: 0.6453                   Precision:
Query 225: 0.3333                     At    5 docs:   0.4000                                         0.0
Query 226: 0.5000                     At   10 docs:   0.3469                                           0.0        0.2        0.4              0.6        0.8   1.0
Query 228: 0.0012                     At   15 docs:   0.3170
Query 229: 0.2233                     At   20 docs:   0.2857                                                                         Recall
Query 230: 0.9005                     At   30 docs:   0.2463
Query 231: 0.1668                     At 100 docs:    0.1257
Query 232: 0.0060                     At 200 docs:    0.0705                                                            Run exefrmonosys04a
Query 233: 0.3553                     At 500 docs:    0.0302
Query 234: 0.1004                     At 1000 docs:   0.0158                                                             Comparison to median by topic
Query 235: 0.6808                                                                                    +1.0
Query 236: 0.8822                   R-Precision (prec. after R
Query 237: 0.9310                   (=num_rel) docs. retrieved):
Query 238: 0.4442                       Exact:        0.3425
Query 239: 0.0907
Query 240: 1.0000
Query 241: 0.0031                                                                                    +0.5
Query 242: 0.3020
Query 243: 0.6541
Query 244: 0.0051
Query 245: 0.8929
Query 246: 0.1015
Query 247: 0.9909
Query 248: 0.4915                                                                                     0.0
Query 249: 0.0179
Query 250: 0.0154
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210       220               230        240   250

                                                                                                                                   Topic number
Daedalus, Monolingual French, Auto, TD                                                                                        Run frav7
Average precision                   Overall statistics                                                                    Recall−Precision Values
(individual queries):               (for 49 queries):                                                 1.0
Query 201: 0.2962                   Total number of documents
Query 202: 0.6803                   over all queries
Query 203: 0.4764                       Retrieved:    49000
Query 204: 0.8487                       Relevant:       915                                          0.8
Query 205: 0.5378                       Rel_ret:        854
Query 206: 0.4926
Query 207: 0.2742                   Interpolated Recall -
Query 208: 0.8875                   Precision Averages:
Query 209: 0.2224                       at 0.00       0.7169
Query 210: 0.1389                       at 0.10       0.6420                                         0.6
Query 211: 0.8450                       at 0.20       0.5897
Query 212: 0.3678                       at 0.30       0.5381
Query 213: 0.8213                       at 0.40       0.4984




                                                                    Precision
Query 214: 0.0639                       at 0.50       0.4757
Query 215: 0.1032                       at 0.60       0.4553                                         0.4
Query 216: 0.1008                       at 0.70       0.4096
Query 217: 0.4297                       at 0.80       0.3665
Query 218: 0.9145                       at 0.90       0.3089
Query 219: 0.3201                       at 1.00       0.2378
Query 220: 0.3213                                                                                    0.2
Query 221: 0.4090                   Avg. prec. (non-interpolated)
Query 222: 0.1157                   for all rel. documents
Query 223: 0.0180                                     0.4624
Query 224: 0.9762                   Precision:
Query 225: 0.0189                     At    5 docs:   0.4653                                         0.0
Query 226: 1.0000                     At   10 docs:   0.4102                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 228: 0.3344                     At   15 docs:   0.3660
Query 229: 0.3933                     At   20 docs:   0.3184                                                                        Recall
Query 230: 0.9090                     At   30 docs:   0.2762
Query 231: 0.6503                     At 100 docs:    0.1390
Query 232: 0.0526                     At 200 docs:    0.0786                                                                      Run frav7
Query 233: 0.4718                     At 500 docs:    0.0337                                                            Comparison to median by topic
Query 234: 0.2341                     At 1000 docs:   0.0174
Query 235: 0.8524                                                                                    +1.0
Query 236: 0.9264                   R-Precision (prec. after R
Query 237: 0.9119                   (=num_rel) docs. retrieved):
Query 238: 0.4217                       Exact:        0.4294
Query 239: 0.1402
Query 240: 1.0000
Query 241: 0.0106                                                                                    +0.5
Query 242: 0.3096
Query 243: 0.4582
Query 244: 0.0192
Query 245: 0.9167
Query 246: 0.2127
Query 247: 0.9263
                                                                                                      0.0
Query 248: 0.7212
Query 249: 0.0192
Query 250: 0.0846
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
Daedalus, Monolingual French, Auto, TD                                                                                        Run frav8
Average precision                   Overall statistics                                                                    Recall−Precision Values
(individual queries):               (for 49 queries):                                                 1.0
Query 201: 0.2918                   Total number of documents
Query 202: 0.6775                   over all queries
Query 203: 0.4442                       Retrieved:    49000
Query 204: 0.8301                       Relevant:       915                                          0.8
Query 205: 0.5314                       Rel_ret:        855
Query 206: 0.4934
Query 207: 0.2752                   Interpolated Recall -
Query 208: 0.8875                   Precision Averages:
Query 209: 0.2133                       at 0.00       0.7113
Query 210: 0.1376                       at 0.10       0.6424                                         0.6
Query 211: 0.8401                       at 0.20       0.5868
Query 212: 0.3650                       at 0.30       0.5367
Query 213: 0.8255                       at 0.40       0.4950




                                                                    Precision
Query 214: 0.0623                       at 0.50       0.4717
Query 215: 0.1034                       at 0.60       0.4454                                         0.4
Query 216: 0.1484                       at 0.70       0.4065
Query 217: 0.4301                       at 0.80       0.3656
Query 218: 0.9204                       at 0.90       0.3067
Query 219: 0.3262                       at 1.00       0.2371
Query 220: 0.3026                                                                                    0.2
Query 221: 0.4125                   Avg. prec. (non-interpolated)
Query 222: 0.1063                   for all rel. documents
Query 223: 0.0181                                     0.4589
Query 224: 0.9762                   Precision:
Query 225: 0.0227                     At    5 docs:   0.4612                                         0.0
Query 226: 1.0000                     At   10 docs:   0.4143                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 228: 0.3250                     At   15 docs:   0.3578
Query 229: 0.3439                     At   20 docs:   0.3194                                                                        Recall
Query 230: 0.9119                     At   30 docs:   0.2701
Query 231: 0.6532                     At 100 docs:    0.1392
Query 232: 0.0454                     At 200 docs:    0.0782                                                                      Run frav8
Query 233: 0.4762                     At 500 docs:    0.0336                                                            Comparison to median by topic
Query 234: 0.1813                     At 1000 docs:   0.0174
Query 235: 0.8383                                                                                    +1.0
Query 236: 0.9332                   R-Precision (prec. after R
Query 237: 0.9119                   (=num_rel) docs. retrieved):
Query 238: 0.4217                       Exact:        0.4301
Query 239: 0.1316
Query 240: 1.0000
Query 241: 0.0112                                                                                    +0.5
Query 242: 0.3173
Query 243: 0.4492
Query 244: 0.0263
Query 245: 0.9167
Query 246: 0.2117
Query 247: 0.9263
                                                                                                      0.0
Query 248: 0.7058
Query 249: 0.0217
Query 250: 0.0858
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
Daedalus, Monolingual French, Auto, TD                                                                                   Run frcomb1s201
Average precision                   Overall statistics                                                                    Recall−Precision Values
(individual queries):               (for 49 queries):                                                 1.0
Query 201: 0.3191                   Total number of documents
Query 202: 0.6619                   over all queries
Query 203: 0.4885                       Retrieved:    49000
Query 204: 0.8820                       Relevant:       915
Query 205: 0.5701                       Rel_ret:        860
                                                                                                     0.8
Query 206: 0.4918
Query 207: 0.2588                   Interpolated Recall -
Query 208: 0.8875                   Precision Averages:
Query 209: 0.2412                       at 0.00       0.7111
Query 210: 0.1207                       at 0.10       0.6578                                         0.6
Query 211: 0.8528                       at 0.20       0.6048
Query 212: 0.3843                       at 0.30       0.5506
Query 213: 0.8168                       at 0.40       0.4943




                                                                    Precision
Query 214: 0.0241                       at 0.50       0.4816
Query 215: 0.0962                       at 0.60       0.4513                                         0.4
Query 216: 0.0491                       at 0.70       0.4074
Query 217: 0.4102                       at 0.80       0.3704
Query 218: 0.8993                       at 0.90       0.3185
Query 219: 0.3356                       at 1.00       0.2459
Query 220: 0.3135                                                                                    0.2
Query 221: 0.4532                   Avg. prec. (non-interpolated)
Query 222: 0.0840                   for all rel. documents
Query 223: 0.0148                                     0.4673
Query 224: 1.0000                   Precision:
Query 225: 0.0120                     At    5 docs:   0.4694                                         0.0
Query 226: 1.0000                     At   10 docs:   0.3980                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 228: 0.3318                     At   15 docs:   0.3592
Query 229: 0.4810                     At   20 docs:   0.3245                                                                        Recall
Query 230: 0.8982                     At   30 docs:   0.2762
Query 231: 0.6032                     At 100 docs:    0.1398
Query 232: 0.0815                     At 200 docs:    0.0789                                                              Run frcomb1s201
Query 233: 0.4456                     At 500 docs:    0.0336                                                            Comparison to median by topic
Query 234: 0.4471                     At 1000 docs:   0.0176
Query 235: 0.8889                                                                                    +1.0
Query 236: 0.9452                   R-Precision (prec. after R
Query 237: 0.8985                   (=num_rel) docs. retrieved):
Query 238: 0.4319                       Exact:        0.4288
Query 239: 0.0970
Query 240: 1.0000
Query 241: 0.0181                                                                                    +0.5
Query 242: 0.2962
Query 243: 0.4337
Query 244: 0.0072
Query 245: 0.9167
Query 246: 0.2078
Query 247: 0.9430
Query 248: 0.7584
                                                                                                      0.0
Query 249: 0.0118
Query 250: 0.0888
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
Daedalus, Monolingual French, Auto, TD                                                                                   Run frcomb2s201
Average precision                   Overall statistics                                                                    Recall−Precision Values
(individual queries):               (for 49 queries):                                                 1.0
Query 201: 0.3240                   Total number of documents
Query 202: 0.6497                   over all queries
Query 203: 0.4755                       Retrieved:    49000
Query 204: 0.8811                       Relevant:       915
Query 205: 0.6005                       Rel_ret:        853
                                                                                                     0.8
Query 206: 0.4803
Query 207: 0.2537                   Interpolated Recall -
Query 208: 0.8875                   Precision Averages:
Query 209: 0.2587                       at 0.00       0.7100
Query 210: 0.1185                       at 0.10       0.6501                                         0.6
Query 211: 0.8514                       at 0.20       0.6083
Query 212: 0.3702                       at 0.30       0.5446
Query 213: 0.8174                       at 0.40       0.4993




                                                                    Precision
Query 214: 0.0225                       at 0.50       0.4807
Query 215: 0.0961                       at 0.60       0.4511                                         0.4
Query 216: 0.0371                       at 0.70       0.4048
Query 217: 0.4098                       at 0.80       0.3702
Query 218: 0.9046                       at 0.90       0.3216
Query 219: 0.3267                       at 1.00       0.2477
Query 220: 0.2857                                                                                    0.2
Query 221: 0.4442                   Avg. prec. (non-interpolated)
Query 222: 0.1153                   for all rel. documents
Query 223: 0.0133                                     0.4670
Query 224: 1.0000                   Precision:
Query 225: 0.0123                     At    5 docs:   0.4735                                         0.0
Query 226: 1.0000                     At   10 docs:   0.4041                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 228: 0.3381                     At   15 docs:   0.3565
Query 229: 0.4628                     At   20 docs:   0.3214                                                                        Recall
Query 230: 0.8980                     At   30 docs:   0.2755
Query 231: 0.6722                     At 100 docs:    0.1392
Query 232: 0.0692                     At 200 docs:    0.0785                                                              Run frcomb2s201
Query 233: 0.4427                     At 500 docs:    0.0333                                                            Comparison to median by topic
Query 234: 0.5263                     At 1000 docs:   0.0174
Query 235: 0.8965                                                                                    +1.0
Query 236: 0.9387                   R-Precision (prec. after R
Query 237: 0.9119                   (=num_rel) docs. retrieved):
Query 238: 0.4264                       Exact:        0.4332
Query 239: 0.0941
Query 240: 1.0000
Query 241: 0.0046                                                                                    +0.5
Query 242: 0.2406
Query 243: 0.4284
Query 244: 0.0081
Query 245: 0.9167
Query 246: 0.2042
Query 247: 0.9188
Query 248: 0.7449
                                                                                                      0.0
Query 249: 0.0135
Query 250: 0.0913
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
Hummingbird, Monolingual French, Auto, T                                                                                   Run humFR04t
Average precision                   Overall statistics                                                                    Recall−Precision Values
(individual queries):               (for 49 queries):                                                 1.0
Query 201: 0.0713                   Total number of documents
Query 202: 0.5722                   over all queries
Query 203: 0.3347                       Retrieved:    44387
Query 204: 0.7272                       Relevant:       915
Query 205: 0.6427                       Rel_ret:        852
                                                                                                     0.8
Query 206: 0.1424
Query 207: 0.3462                   Interpolated Recall -
Query 208: 0.2710                   Precision Averages:
Query 209: 0.1582                       at 0.00       0.6733
Query 210: 0.2957                       at 0.10       0.6107                                         0.6
Query 211: 0.8351                       at 0.20       0.5661
Query 212: 0.3985                       at 0.30       0.5088
Query 213: 0.7298                       at 0.40       0.4598




                                                                    Precision
Query 214: 0.0489                       at 0.50       0.4376
Query 215: 0.0842                       at 0.60       0.4058                                         0.4
Query 216: 0.0442                       at 0.70       0.3676
Query 217: 0.4419                       at 0.80       0.3239
Query 218: 0.9043                       at 0.90       0.2669
Query 219: 0.3182                       at 1.00       0.1827
Query 220: 0.3026                                                                                    0.2
Query 221: 0.3113                   Avg. prec. (non-interpolated)
Query 222: 0.0151                   for all rel. documents
Query 223: 0.0084                                     0.4205
Query 224: 0.9333                   Precision:
Query 225: 0.0476                     At    5 docs:   0.4408                                         0.0
Query 226: 1.0000                     At   10 docs:   0.3735                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 228: 0.2162                     At   15 docs:   0.3333
Query 229: 0.4729                     At   20 docs:   0.3122                                                                        Recall
Query 230: 0.9058                     At   30 docs:   0.2694
Query 231: 0.6967                     At 100 docs:    0.1310
Query 232: 0.2552                     At 200 docs:    0.0760                                                               Run humFR04t
Query 233: 0.4559                     At 500 docs:    0.0330                                                            Comparison to median by topic
Query 234: 0.4859                     At 1000 docs:   0.0174
Query 235: 0.8306                                                                                    +1.0
Query 236: 1.0000                   R-Precision (prec. after R
Query 237: 0.9066                   (=num_rel) docs. retrieved):
Query 238: 0.2017                       Exact:        0.3912
Query 239: 0.0445
Query 240: 1.0000
Query 241: 0.1446                                                                                    +0.5
Query 242: 0.1153
Query 243: 0.4949
Query 244: 0.0000
Query 245: 0.7519
Query 246: 0.0657
Query 247: 0.6979
Query 248: 0.7981
                                                                                                      0.0
Query 249: 0.0036
Query 250: 0.0752
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
Hummingbird, Monolingual French, Auto, TD                                                                                 Run humFR04td
Average precision                   Overall statistics                                                                    Recall−Precision Values
(individual queries):               (for 49 queries):                                                 1.0
Query 201: 0.1954                   Total number of documents
Query 202: 0.6385                   over all queries
Query 203: 0.4272                       Retrieved:    49000
Query 204: 0.8551                       Relevant:       915
Query 205: 0.5867                       Rel_ret:        852
                                                                                                     0.8
Query 206: 0.4716
Query 207: 0.3462                   Interpolated Recall -
Query 208: 0.8875                   Precision Averages:
Query 209: 0.3366                       at 0.00       0.7007
Query 210: 0.1511                       at 0.10       0.6527                                         0.6
Query 211: 0.8430                       at 0.20       0.6249
Query 212: 0.3471                       at 0.30       0.5519
Query 213: 0.8032                       at 0.40       0.4915




                                                                    Precision
Query 214: 0.0843                       at 0.50       0.4737
Query 215: 0.0707                       at 0.60       0.4479                                         0.4
Query 216: 0.0829                       at 0.70       0.4049
Query 217: 0.4416                       at 0.80       0.3479
Query 218: 0.9049                       at 0.90       0.2960
Query 219: 0.2556                       at 1.00       0.2210
Query 220: 0.2970                                                                                    0.2
Query 221: 0.4568                   Avg. prec. (non-interpolated)
Query 222: 0.0876                   for all rel. documents
Query 223: 0.0160                                     0.4584
Query 224: 1.0000                   Precision:
Query 225: 0.0303                     At    5 docs:   0.4816                                         0.0
Query 226: 1.0000                     At   10 docs:   0.3980                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 228: 0.3060                     At   15 docs:   0.3442
Query 229: 0.4729                     At   20 docs:   0.3184                                                                        Recall
Query 230: 0.9197                     At   30 docs:   0.2748
Query 231: 0.5042                     At 100 docs:    0.1363
Query 232: 0.0264                     At 200 docs:    0.0777                                                              Run humFR04td
Query 233: 0.4252                     At 500 docs:    0.0332                                                            Comparison to median by topic
Query 234: 0.4133                     At 1000 docs:   0.0174
Query 235: 0.8445                                                                                    +1.0
Query 236: 0.8376                   R-Precision (prec. after R
Query 237: 0.9110                   (=num_rel) docs. retrieved):
Query 238: 0.4632                       Exact:        0.4249
Query 239: 0.1110
Query 240: 1.0000
Query 241: 0.0304                                                                                    +0.5
Query 242: 0.2982
Query 243: 0.5567
Query 244: 0.0109
Query 245: 0.7575
Query 246: 0.1213
Query 247: 0.9622
Query 248: 0.7219
                                                                                                      0.0
Query 249: 0.0233
Query 250: 0.1282
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
Hummingbird, Monolingual French, Auto, TD                                                                                Run humFR04tde
Average precision                   Overall statistics                                                                    Recall−Precision Values
(individual queries):               (for 49 queries):                                                 1.0
Query 201: 0.2486                   Total number of documents
Query 202: 0.6488                   over all queries
Query 203: 0.5525                       Retrieved:    49000
Query 204: 0.7257                       Relevant:       915
Query 205: 0.5881                       Rel_ret:        853
                                                                                                     0.8
Query 206: 0.6171
Query 207: 0.3805                   Interpolated Recall -
Query 208: 0.8875                   Precision Averages:
Query 209: 0.3544                       at 0.00       0.7107
Query 210: 0.1003                       at 0.10       0.6752                                         0.6
Query 211: 0.8953                       at 0.20       0.6498
Query 212: 0.3561                       at 0.30       0.5964
Query 213: 0.8579                       at 0.40       0.5435




                                                                    Precision
Query 214: 0.1441                       at 0.50       0.5238
Query 215: 0.0702                       at 0.60       0.4851                                         0.4
Query 216: 0.0597                       at 0.70       0.4356
Query 217: 0.4448                       at 0.80       0.3856
Query 218: 0.9163                       at 0.90       0.3406
Query 219: 0.5798                       at 1.00       0.2659
Query 220: 0.2007                                                                                    0.2
Query 221: 0.5144                   Avg. prec. (non-interpolated)
Query 222: 0.0949                   for all rel. documents
Query 223: 0.0195                                     0.4926
Query 224: 1.0000                   Precision:
Query 225: 0.0189                     At    5 docs:   0.5143                                         0.0
Query 226: 1.0000                     At   10 docs:   0.4306                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 228: 0.5017                     At   15 docs:   0.3810
Query 229: 0.4932                     At   20 docs:   0.3520                                                                        Recall
Query 230: 0.9122                     At   30 docs:   0.2966
Query 231: 0.7683                     At 100 docs:    0.1437
Query 232: 0.0454                     At 200 docs:    0.0794                                                              Run humFR04tde
Query 233: 0.3719                     At 500 docs:    0.0335                                                            Comparison to median by topic
Query 234: 0.4474                     At 1000 docs:   0.0174
Query 235: 0.8524                                                                                    +1.0
Query 236: 0.9332                   R-Precision (prec. after R
Query 237: 0.9000                   (=num_rel) docs. retrieved):
Query 238: 0.4550                       Exact:        0.4583
Query 239: 0.1357
Query 240: 1.0000
Query 241: 0.0648                                                                                    +0.5
Query 242: 0.1892
Query 243: 0.6489
Query 244: 0.0076
Query 245: 0.7692
Query 246: 0.2176
Query 247: 0.9909
Query 248: 0.8487
                                                                                                      0.0
Query 249: 0.0189
Query 250: 0.2879
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
U Padua, Monolingual French, Auto, TD                                                                                     Run IMSMFRN
Average precision                   Overall statistics                                                                    Recall−Precision Values
(individual queries):               (for 49 queries):                                                 1.0
Query 201: 0.1270                   Total number of documents
Query 202: 0.5620                   over all queries
Query 203: 0.3357                       Retrieved:    49000
Query 204: 0.5992                       Relevant:       915                                          0.8
Query 205: 0.2401                       Rel_ret:        763
Query 206: 0.3156
Query 207: 0.1076                   Interpolated Recall -
Query 208: 0.6792                   Precision Averages:
Query 209: 0.1461                       at 0.00       0.6171
Query 210: 0.3041                       at 0.10       0.5575                                         0.6
Query 211: 0.7411                       at 0.20       0.5174
Query 212: 0.2922                       at 0.30       0.4625
Query 213: 0.5040                       at 0.40       0.4325




                                                                    Precision
Query 214: 0.0617                       at 0.50       0.4072
Query 215: 0.0608                       at 0.60       0.3668                                         0.4
Query 216: 0.2978                       at 0.70       0.3341
Query 217: 0.4868                       at 0.80       0.2939
Query 218: 0.9117                       at 0.90       0.2490
Query 219: 0.0340                       at 1.00       0.1992
Query 220: 0.1023                                                                                    0.2
Query 221: 0.2953                   Avg. prec. (non-interpolated)
Query 222: 0.0261                   for all rel. documents
Query 223: 0.0174                                     0.3864
Query 224: 0.9762                   Precision:
Query 225: 0.0769                     At    5 docs:   0.4245                                         0.0
Query 226: 1.0000                     At   10 docs:   0.3612                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 228: 0.3001                     At   15 docs:   0.3184
Query 229: 0.0472                     At   20 docs:   0.2755                                                                        Recall
Query 230: 0.9450                     At   30 docs:   0.2272
Query 231: 0.3979                     At 100 docs:    0.1180
Query 232: 0.0050                     At 200 docs:    0.0688                                                               Run IMSMFRN
Query 233: 0.3919                     At 500 docs:    0.0292                                                            Comparison to median by topic
Query 234: 0.1136                     At 1000 docs:   0.0156
Query 235: 0.6494                                                                                    +1.0
Query 236: 1.0000                   R-Precision (prec. after R
Query 237: 0.9643                   (=num_rel) docs. retrieved):
Query 238: 0.3116                       Exact:        0.3864
Query 239: 0.0518
Query 240: 1.0000
Query 241: 0.0013                                                                                    +0.5
Query 242: 0.2470
Query 243: 0.4881
Query 244: 0.0909
Query 245: 0.7628
Query 246: 0.1071
Query 247: 0.9809
                                                                                                      0.0
Query 248: 0.6822
Query 249: 0.0323
Query 250: 0.0614
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
U Padua, Monolingual French, Auto, TD                                                                                     Run IMSMFRP
Average precision                   Overall statistics                                                                    Recall−Precision Values
(individual queries):               (for 49 queries):                                                 1.0
Query 201: 0.1309                   Total number of documents
Query 202: 0.5888                   over all queries
Query 203: 0.4272                       Retrieved:    49000
Query 204: 0.8135                       Relevant:       915                                          0.8
Query 205: 0.4190                       Rel_ret:        832
Query 206: 0.3117
Query 207: 0.2397                   Interpolated Recall -
Query 208: 0.6792                   Precision Averages:
Query 209: 0.3472                       at 0.00       0.6914
Query 210: 0.3580                       at 0.10       0.6128                                         0.6
Query 211: 0.7624                       at 0.20       0.5763
Query 212: 0.2642                       at 0.30       0.5166
Query 213: 0.7121                       at 0.40       0.4469




                                                                    Precision
Query 214: 0.0758                       at 0.50       0.4218
Query 215: 0.0551                       at 0.60       0.4035                                         0.4
Query 216: 0.0363                       at 0.70       0.3711
Query 217: 0.5322                       at 0.80       0.3332
Query 218: 0.9072                       at 0.90       0.2855
Query 219: 0.2271                       at 1.00       0.2261
Query 220: 0.1439                                                                                    0.2
Query 221: 0.4128                   Avg. prec. (non-interpolated)
Query 222: 0.0366                   for all rel. documents
Query 223: 0.0187                                     0.4253
Query 224: 0.9762                   Precision:
Query 225: 0.0227                     At    5 docs:   0.4367                                         0.0
Query 226: 1.0000                     At   10 docs:   0.3673                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 228: 0.3469                     At   15 docs:   0.3170
Query 229: 0.3754                     At   20 docs:   0.2918                                                                        Recall
Query 230: 0.8980                     At   30 docs:   0.2510
Query 231: 0.3663                     At 100 docs:    0.1300
Query 232: 0.0236                     At 200 docs:    0.0744                                                               Run IMSMFRP
Query 233: 0.2654                     At 500 docs:    0.0322                                                            Comparison to median by topic
Query 234: 0.3596                     At 1000 docs:   0.0170
Query 235: 0.6829                                                                                    +1.0
Query 236: 1.0000                   R-Precision (prec. after R
Query 237: 0.9610                   (=num_rel) docs. retrieved):
Query 238: 0.3186                       Exact:        0.3871
Query 239: 0.0814
Query 240: 1.0000
Query 241: 0.0112                                                                                    +0.5
Query 242: 0.1084
Query 243: 0.5930
Query 244: 0.0185
Query 245: 0.9167
Query 246: 0.1129
Query 247: 0.9769
                                                                                                      0.0
Query 248: 0.7441
Query 249: 0.0303
Query 250: 0.1524
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
U Padua, Monolingual French, Auto, TD                                                                                    Run IMSMFRPqe
Average precision                   Overall statistics
(individual queries):               (for 49 queries):
                                                                                                                          Recall−Precision Values
                                                                                                      1.0
Query 201: 0.1967                   Total number of documents
Query 202: 0.6728                   over all queries
Query 203: 0.4818                       Retrieved:    49000
Query 204: 0.3041                       Relevant:       915
Query 205: 0.3174                       Rel_ret:        707                                          0.8
Query 206: 0.5225
Query 207: 0.0236                   Interpolated Recall -
Query 208: 0.1585                   Precision Averages:
Query 209: 0.1047                       at 0.00       0.6661
Query 210: 0.0619                       at 0.10       0.6091                                         0.6
Query 211: 0.6980                       at 0.20       0.5422
Query 212: 0.0447                       at 0.30       0.4847
Query 213: 0.5635                       at 0.40       0.4503




                                                                    Precision
Query 214: 0.3581                       at 0.50       0.4094
Query 215: 0.0123                       at 0.60       0.3585                                         0.4
Query 216: 0.0007                       at 0.70       0.2530
Query 217: 0.2046                       at 0.80       0.2102
Query 218: 0.8002                       at 0.90       0.1609
Query 219: 0.7533                       at 1.00       0.1323
Query 220: 0.0004                                                                                    0.2
Query 221: 0.5411                   Avg. prec. (non-interpolated)
Query 222: 0.0006                   for all rel. documents
Query 223: 0.0036                                     0.3775
Query 224: 0.9762                   Precision:
Query 225: 0.5000                     At    5 docs:   0.4694                                         0.0
Query 226: 1.0000                     At   10 docs:   0.3735                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 228: 0.6309                     At   15 docs:   0.2980
Query 229: 0.1582                     At   20 docs:   0.2541                                                                        Recall
Query 230: 0.6191                     At   30 docs:   0.2082
Query 231: 0.2061                     At 100 docs:    0.0984
Query 232: 0.0277                     At 200 docs:    0.0562                                                             Run IMSMFRPqe
Query 233: 0.0927                     At 500 docs:    0.0264
Query 234: 0.6667                     At 1000 docs:   0.0144                                                            Comparison to median by topic
Query 235: 0.6727                                                                                    +1.0
Query 236: 1.0000                   R-Precision (prec. after R
Query 237: 0.5632                   (=num_rel) docs. retrieved):
Query 238: 0.2141                       Exact:        0.3558
Query 239: 0.0534
Query 240: 1.0000
Query 241: 0.0027                                                                                    +0.5
Query 242: 0.1666
Query 243: 0.1586
Query 244: 0.5000
Query 245: 0.7525
Query 246: 0.0864
Query 247: 0.8817
Query 248: 0.2623                                                                                     0.0
Query 249: 0.0072
Query 250: 0.4751
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
U Padua, Monolingual French, Auto, TD                                                                                   Run IMSMFRUd65
Average precision                   Overall statistics                                                                    Recall−Precision Values
(individual queries):               (for 49 queries):                                                 1.0
Query 201: 0.1479                   Total number of documents
Query 202: 0.5741                   over all queries
Query 203: 0.3023                       Retrieved:    49000
Query 204: 0.7672                       Relevant:       915
Query 205: 0.3778                       Rel_ret:        809
                                                                                                     0.8
Query 206: 0.3302
Query 207: 0.1446                   Interpolated Recall -
Query 208: 0.6792                   Precision Averages:
Query 209: 0.2227                       at 0.00       0.6857
Query 210: 0.5635                       at 0.10       0.5950                                         0.6
Query 211: 0.7282                       at 0.20       0.5406
Query 212: 0.2376                       at 0.30       0.4922
Query 213: 0.7210                       at 0.40       0.4501




                                                                    Precision
Query 214: 0.0782                       at 0.50       0.4228
Query 215: 0.0662                       at 0.60       0.3938                                         0.4
Query 216: 0.0455                       at 0.70       0.3567
Query 217: 0.5154                       at 0.80       0.3228
Query 218: 0.9205                       at 0.90       0.2788
Query 219: 0.1435                       at 1.00       0.2240
Query 220: 0.2391                                                                                    0.2
Query 221: 0.3345                   Avg. prec. (non-interpolated)
Query 222: 0.0230                   for all rel. documents
Query 223: 0.0201                                     0.4153
Query 224: 0.9762                   Precision:
Query 225: 0.0357                     At    5 docs:   0.4490                                         0.0
Query 226: 1.0000                     At   10 docs:   0.3653                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 228: 0.3394                     At   15 docs:   0.3252
Query 229: 0.3675                     At   20 docs:   0.2959                                                                        Recall
Query 230: 0.9332                     At   30 docs:   0.2524
Query 231: 0.3194                     At 100 docs:    0.1276
Query 232: 0.0183                     At 200 docs:    0.0731                                                            Run IMSMFRUd65
Query 233: 0.4027                     At 500 docs:    0.0316                                                            Comparison to median by topic
Query 234: 0.0921                     At 1000 docs:   0.0165
Query 235: 0.6688                                                                                    +1.0
Query 236: 1.0000                   R-Precision (prec. after R
Query 237: 0.9520                   (=num_rel) docs. retrieved):
Query 238: 0.2888                       Exact:        0.3955
Query 239: 0.1049
Query 240: 1.0000
Query 241: 0.0017                                                                                    +0.5
Query 242: 0.1240
Query 243: 0.5484
Query 244: 0.0244
Query 245: 0.8929
Query 246: 0.1364
Query 247: 0.9669
Query 248: 0.7788
                                                                                                      0.0
Query 249: 0.0400
Query 250: 0.1534
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
U Alicante, Monolingual French, Auto, TD                                                                                Run IRn−MFr−Dexp
Average precision                   Overall statistics
(individual queries):               (for 49 queries):
                                                                                                                          Recall−Precision Values
                                                                                                      1.0
Query 201: 0.1282                   Total number of documents
Query 202: 0.5485                   over all queries
Query 203: 0.5513                       Retrieved:    49000
Query 204: 0.7944                       Relevant:       915
Query 205: 0.5386                       Rel_ret:        842                                          0.8
Query 206: 0.2259
Query 207: 0.2887                   Interpolated Recall -
Query 208: 0.5208                   Precision Averages:
Query 209: 0.1941                       at 0.00       0.6517
Query 210: 0.1274                       at 0.10       0.5885                                         0.6
Query 211: 0.7975                       at 0.20       0.5353
Query 212: 0.3102                       at 0.30       0.4899
Query 213: 0.7000                       at 0.40       0.4585




                                                                    Precision
Query 214: 0.0373                       at 0.50       0.4355
Query 215: 0.0781                       at 0.60       0.4141                                         0.4
Query 216: 0.0078                       at 0.70       0.3734
Query 217: 0.3079                       at 0.80       0.3423
Query 218: 0.8935                       at 0.90       0.2942
Query 219: 0.0358                       at 1.00       0.2278
Query 220: 0.0222                                                                                    0.2
Query 221: 0.6081                   Avg. prec. (non-interpolated)
Query 222: 0.0192                   for all rel. documents
Query 223: 0.0125                                     0.4217
Query 224: 1.0000                   Precision:
Query 225: 0.0175                     At    5 docs:   0.4163                                         0.0
Query 226: 1.0000                     At   10 docs:   0.3612                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 228: 0.3878                     At   15 docs:   0.3211
Query 229: 0.4508                     At   20 docs:   0.3010                                                                        Recall
Query 230: 0.8922                     At   30 docs:   0.2537
Query 231: 0.3909                     At 100 docs:    0.1339
Query 232: 0.0148                     At 200 docs:    0.0763                                                            Run IRn−MFr−Dexp
Query 233: 0.4311                     At 500 docs:    0.0331
Query 234: 0.2831                     At 1000 docs:   0.0172                                                            Comparison to median by topic
Query 235: 0.7774                                                                                    +1.0
Query 236: 0.9698                   R-Precision (prec. after R
Query 237: 0.8808                   (=num_rel) docs. retrieved):
Query 238: 0.3608                       Exact:        0.3969
Query 239: 0.1710
Query 240: 1.0000
Query 241: 0.0290                                                                                    +0.5
Query 242: 0.3125
Query 243: 0.4112
Query 244: 0.0100
Query 245: 1.0000
Query 246: 0.0944
Query 247: 0.9714
Query 248: 0.6636                                                                                     0.0
Query 249: 0.3333
Query 250: 0.0628
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
U Alicante, Monolingual French, Auto, TD                                                                                Run IRn−MFr−nexp
Average precision                   Overall statistics
(individual queries):               (for 49 queries):
                                                                                                                          Recall−Precision Values
                                                                                                      1.0
Query 201: 0.1340                   Total number of documents
Query 202: 0.6507                   over all queries
Query 203: 0.4620                       Retrieved:    49000
Query 204: 0.9036                       Relevant:       915
Query 205: 0.6249                       Rel_ret:        829                                          0.8
Query 206: 0.3072
Query 207: 0.3100                   Interpolated Recall -
Query 208: 0.4891                   Precision Averages:
Query 209: 0.0419                       at 0.00       0.6797
Query 210: 0.4000                       at 0.10       0.6192                                         0.6
Query 211: 0.7514                       at 0.20       0.5218
Query 212: 0.3340                       at 0.30       0.4663
Query 213: 0.6733                       at 0.40       0.4356




                                                                    Precision
Query 214: 0.0448                       at 0.50       0.4251
Query 215: 0.0650                       at 0.60       0.3885                                         0.4
Query 216: 0.0131                       at 0.70       0.3546
Query 217: 0.3446                       at 0.80       0.3228
Query 218: 0.8962                       at 0.90       0.2661
Query 219: 0.2234                       at 1.00       0.1928
Query 220: 0.0187                                                                                    0.2
Query 221: 0.3824                   Avg. prec. (non-interpolated)
Query 222: 0.0299                   for all rel. documents
Query 223: 0.0046                                     0.4086
Query 224: 0.9762                   Precision:
Query 225: 0.0130                     At    5 docs:   0.4531                                         0.0
Query 226: 0.5000                     At   10 docs:   0.3612                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 228: 0.2559                     At   15 docs:   0.3143
Query 229: 0.3752                     At   20 docs:   0.2929                                                                        Recall
Query 230: 0.9037                     At   30 docs:   0.2497
Query 231: 0.3073                     At 100 docs:    0.1308
Query 232: 0.0170                     At 200 docs:    0.0757                                                             Run IRn−MFr−nexp
Query 233: 0.3286                     At 500 docs:    0.0324
Query 234: 0.2353                     At 1000 docs:   0.0169                                                            Comparison to median by topic
Query 235: 0.7519                                                                                    +1.0
Query 236: 0.8029                   R-Precision (prec. after R
Query 237: 0.9162                   (=num_rel) docs. retrieved):
Query 238: 0.3491                       Exact:        0.3941
Query 239: 0.2069
Query 240: 1.0000
Query 241: 0.0371                                                                                    +0.5
Query 242: 0.3400
Query 243: 0.4302
Query 244: 0.0250
Query 245: 1.0000
Query 246: 0.1156
Query 247: 0.9556
Query 248: 0.6852                                                                                     0.0
Query 249: 0.2500
Query 250: 0.1386
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
U Alicante, Monolingual French, Auto, TD                                                                                Run IRn−MFr−Pexp
Average precision                   Overall statistics
(individual queries):               (for 49 queries):
                                                                                                                          Recall−Precision Values
                                                                                                      1.0
Query 201: 0.1282                   Total number of documents
Query 202: 0.5485                   over all queries
Query 203: 0.5513                       Retrieved:    49000
Query 204: 0.7944                       Relevant:       915
Query 205: 0.5386                       Rel_ret:        836                                          0.8
Query 206: 0.2259
Query 207: 0.4075                   Interpolated Recall -
Query 208: 0.5208                   Precision Averages:
Query 209: 0.1767                       at 0.00       0.6733
Query 210: 0.1274                       at 0.10       0.6147                                         0.6
Query 211: 0.7975                       at 0.20       0.5331
Query 212: 0.3288                       at 0.30       0.4944
Query 213: 0.7046                       at 0.40       0.4558




                                                                    Precision
Query 214: 0.0401                       at 0.50       0.4347
Query 215: 0.0708                       at 0.60       0.4152                                         0.4
Query 216: 0.0079                       at 0.70       0.3777
Query 217: 0.3079                       at 0.80       0.3442
Query 218: 0.8935                       at 0.90       0.3026
Query 219: 0.0248                       at 1.00       0.2281
Query 220: 0.0107                                                                                    0.2
Query 221: 0.6081                   Avg. prec. (non-interpolated)
Query 222: 0.0274                   for all rel. documents
Query 223: 0.0118                                     0.4251
Query 224: 1.0000                   Precision:
Query 225: 0.0175                     At    5 docs:   0.4204                                         0.0
Query 226: 1.0000                     At   10 docs:   0.3694                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 228: 0.3913                     At   15 docs:   0.3211
Query 229: 0.4508                     At   20 docs:   0.2990                                                                        Recall
Query 230: 0.9060                     At   30 docs:   0.2531
Query 231: 0.3909                     At 100 docs:    0.1333
Query 232: 0.0102                     At 200 docs:    0.0759                                                            Run IRn−MFr−Pexp
Query 233: 0.4537                     At 500 docs:    0.0331
Query 234: 0.4128                     At 1000 docs:   0.0171                                                            Comparison to median by topic
Query 235: 0.6826                                                                                    +1.0
Query 236: 0.9698                   R-Precision (prec. after R
Query 237: 0.8808                   (=num_rel) docs. retrieved):
Query 238: 0.3608                       Exact:        0.3978
Query 239: 0.1710
Query 240: 1.0000
Query 241: 0.0338                                                                                    +0.5
Query 242: 0.3125
Query 243: 0.4112
Query 244: 0.0097
Query 245: 1.0000
Query 246: 0.0944
Query 247: 0.9556
Query 248: 0.6636                                                                                     0.0
Query 249: 0.3333
Query 250: 0.0648
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
ILTG, Monolingual French, Auto, TDN                                                                                         Run ltrcmonofr1
Average precision                     Overall statistics                                                                    Recall−Precision Values
(individual queries):                 (for 49 queries):                                                 1.0
Query 201: 0.2541                     Total number of documents
Query 202: 0.5812                     over all queries
Query 203: 0.4195                         Retrieved:    49000
Query 204: 0.3014                         Relevant:       915
Query 205: 0.4249                         Rel_ret:        703
                                                                                                       0.8
Query 206: 0.1685
Query 207: 0.1137                     Interpolated Recall -
Query 208: 0.4863                     Precision Averages:
Query 209: 0.0700                         at 0.00       0.5947
Query 210: 0.1352                         at 0.10       0.5530                                         0.6
Query 211: 0.7753                         at 0.20       0.4798
Query 212: 0.0665                         at 0.30       0.4101
Query 213: 0.4411                         at 0.40       0.3710




                                                                      Precision
Query 214: 0.1350                         at 0.50       0.3452
Query 215: 0.0982                         at 0.60       0.3220                                         0.4
Query 216: 0.0081                         at 0.70       0.2878
Query 217: 0.1529                         at 0.80       0.2420
Query 218: 0.8491                         at 0.90       0.1802
Query 219: 0.1638                         at 1.00       0.1280
Query 220: 0.0543                                                                                      0.2
Query 221: 0.4384                     Avg. prec. (non-interpolated)
Query 222: 0.0682                     for all rel. documents
Query 223: 0.0041                                       0.3434
Query 224: 1.0000                     Precision:
Query 225: 0.2000                       At    5 docs:   0.3959                                         0.0
Query 226: 1.0000                       At   10 docs:   0.3265                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 228: 0.1160                       At   15 docs:   0.2871
Query 229: 0.0030                       At   20 docs:   0.2571                                                                        Recall
Query 230: 0.9097                       At   30 docs:   0.2265
Query 231: 0.3999                       At 100 docs:    0.1061
Query 232: 0.0000                       At 200 docs:    0.0598                                                              Run ltrcmonofr1
Query 233: 0.5745                       At 500 docs:    0.0268                                                            Comparison to median by topic
Query 234: 0.0081                       At 1000 docs:   0.0143
Query 235: 0.1362                                                                                      +1.0
Query 236: 1.0000                     R-Precision (prec. after R
Query 237: 0.5511                     (=num_rel) docs. retrieved):
Query 238: 0.2926                         Exact:        0.3489
Query 239: 0.0156
Query 240: 1.0000
Query 241: 0.0005                                                                                      +0.5
Query 242: 0.5250
Query 243: 0.3601
Query 244: 0.0024
Query 245: 0.7500
Query 246: 0.1786
Query 247: 0.7877
Query 248: 0.6850
                                                                                                        0.0
Query 249: 0.1111
Query 250: 0.0092
                                                                      Difference (average precision)




                                                                                                       −0.5




                                                                                                       −1.0
                                                                                                              201   210      220               230        240   250

                                                                                                                                    Topic number
ILTG, Monolingual French, Auto, TDN                                                                                         Run ltrcmonofr2
Average precision                     Overall statistics                                                                    Recall−Precision Values
(individual queries):                 (for 49 queries):                                                 1.0
Query 201: 0.2156                     Total number of documents
Query 202: 0.5472                     over all queries
Query 203: 0.3717                         Retrieved:    49000
Query 204: 0.1194                         Relevant:       915
Query 205: 0.3135                         Rel_ret:        665
                                                                                                       0.8
Query 206: 0.2683
Query 207: 0.1629                     Interpolated Recall -
Query 208: 0.6042                     Precision Averages:
Query 209: 0.0627                         at 0.00       0.5713
Query 210: 0.0775                         at 0.10       0.4816                                         0.6
Query 211: 0.8229                         at 0.20       0.4099
Query 212: 0.1257                         at 0.30       0.3679
Query 213: 0.1991                         at 0.40       0.3336




                                                                      Precision
Query 214: 0.0362                         at 0.50       0.2970
Query 215: 0.0935                         at 0.60       0.2528                                         0.4
Query 216: 0.1269                         at 0.70       0.2028
Query 217: 0.0523                         at 0.80       0.1553
Query 218: 0.6750                         at 0.90       0.0959
Query 219: 0.0736                         at 1.00       0.0160
Query 220: 0.0634                                                                                      0.2
Query 221: 0.4942                     Avg. prec. (non-interpolated)
Query 222: 0.1003                     for all rel. documents
Query 223: 0.0059                                       0.2754
Query 224: 0.7708                     Precision:
Query 225: 0.0196                       At    5 docs:   0.3429                                         0.0
Query 226: 0.0000                       At   10 docs:   0.2837                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 228: 0.1179                       At   15 docs:   0.2544
Query 229: 0.0148                       At   20 docs:   0.2296                                                                        Recall
Query 230: 0.8836                       At   30 docs:   0.2014
Query 231: 0.5306                       At 100 docs:    0.0990
Query 232: 0.0011                       At 200 docs:    0.0562                                                              Run ltrcmonofr2
Query 233: 0.5457                       At 500 docs:    0.0255                                                            Comparison to median by topic
Query 234: 0.0004                       At 1000 docs:   0.0136
Query 235: 0.1712                                                                                      +1.0
Query 236: 0.8818                     R-Precision (prec. after R
Query 237: 0.4151                     (=num_rel) docs. retrieved):
Query 238: 0.4181                         Exact:        0.2770
Query 239: 0.0296
Query 240: 0.0000
Query 241: 0.0011                                                                                      +0.5
Query 242: 0.7220
Query 243: 0.5581
Query 244: 0.0000
Query 245: 0.5112
Query 246: 0.2475
Query 247: 0.5116
Query 248: 0.4474
                                                                                                        0.0
Query 249: 0.0204
Query 250: 0.0626
                                                                      Difference (average precision)




                                                                                                       −0.5




                                                                                                       −1.0
                                                                                                              201   210      220               230        240   250

                                                                                                                                    Topic number
ILTG, Monolingual French, Auto, TDN                                                                                         Run ltrcmonofr3
Average precision                     Overall statistics                                                                    Recall−Precision Values
(individual queries):                 (for 49 queries):                                                 1.0
Query 201: 0.0969                     Total number of documents
Query 202: 0.5940                     over all queries
Query 203: 0.2202                         Retrieved:    49000
Query 204: 0.3250                         Relevant:       915
Query 205: 0.3066                         Rel_ret:        728
                                                                                                       0.8
Query 206: 0.2581
Query 207: 0.2196                     Interpolated Recall -
Query 208: 0.8875                     Precision Averages:
Query 209: 0.0994                         at 0.00       0.5698
Query 210: 0.0334                         at 0.10       0.5205                                         0.6
Query 211: 0.6302                         at 0.20       0.4783
Query 212: 0.2592                         at 0.30       0.4130
Query 213: 0.5195                         at 0.40       0.3717




                                                                      Precision
Query 214: 0.1331                         at 0.50       0.3351
Query 215: 0.2486                         at 0.60       0.3161                                         0.4
Query 216: 0.0104                         at 0.70       0.2969
Query 217: 0.0124                         at 0.80       0.2358
Query 218: 0.8625                         at 0.90       0.2078
Query 219: 0.3355                         at 1.00       0.1646
Query 220: 0.0288                                                                                      0.2
Query 221: 0.4614                     Avg. prec. (non-interpolated)
Query 222: 0.0877                     for all rel. documents
Query 223: 0.0696                                       0.3365
Query 224: 0.8734                     Precision:
Query 225: 0.1667                       At    5 docs:   0.3306                                         0.0
Query 226: 1.0000                       At   10 docs:   0.3143                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 228: 0.1762                       At   15 docs:   0.2830
Query 229: 0.0023                       At   20 docs:   0.2510                                                                        Recall
Query 230: 0.8379                       At   30 docs:   0.2143
Query 231: 0.0135                       At 100 docs:    0.1061
Query 232: 0.0086                       At 200 docs:    0.0649                                                              Run ltrcmonofr3
Query 233: 0.5777                       At 500 docs:    0.0278                                                            Comparison to median by topic
Query 234: 0.0040                       At 1000 docs:   0.0149
Query 235: 0.3600                                                                                      +1.0
Query 236: 1.0000                     R-Precision (prec. after R
Query 237: 0.6760                     (=num_rel) docs. retrieved):
Query 238: 0.3324                         Exact:        0.3242
Query 239: 0.0231
Query 240: 1.0000
Query 241: 0.0004                                                                                      +0.5
Query 242: 0.4750
Query 243: 0.4344
Query 244: 0.0040
Query 245: 0.7500
Query 246: 0.0744
Query 247: 0.1858
Query 248: 0.6816
                                                                                                        0.0
Query 249: 0.0833
Query 250: 0.0493
                                                                      Difference (average precision)




                                                                                                       −0.5




                                                                                                       −1.0
                                                                                                              201   210      220               230        240   250

                                                                                                                                    Topic number
ILTG, Monolingual French, Auto, TDN                                                                                         Run ltrcmonofr4
Average precision                     Overall statistics                                                                    Recall−Precision Values
(individual queries):                 (for 49 queries):                                                 1.0
Query 201: 0.0166                     Total number of documents
Query 202: 0.6231                     over all queries
Query 203: 0.1952                         Retrieved:    49000
Query 204: 0.2924                         Relevant:       915
Query 205: 0.2051                         Rel_ret:        635
                                                                                                       0.8
Query 206: 0.2920
Query 207: 0.1881                     Interpolated Recall -
Query 208: 0.8875                     Precision Averages:
Query 209: 0.1242                         at 0.00       0.4977
Query 210: 0.0310                         at 0.10       0.4527                                         0.6
Query 211: 0.6302                         at 0.20       0.4159
Query 212: 0.1586                         at 0.30       0.3666
Query 213: 0.0120                         at 0.40       0.3147




                                                                      Precision
Query 214: 0.2484                         at 0.50       0.2826
Query 215: 0.1399                         at 0.60       0.2598                                         0.4
Query 216: 0.0089                         at 0.70       0.2382
Query 217: 0.0086                         at 0.80       0.1989
Query 218: 0.8801                         at 0.90       0.1665
Query 219: 0.4690                         at 1.00       0.1331
Query 220: 0.0157                                                                                      0.2
Query 221: 0.4774                     Avg. prec. (non-interpolated)
Query 222: 0.0877                     for all rel. documents
Query 223: 0.0696                                       0.2865
Query 224: 0.9333                     Precision:
Query 225: 0.1667                       At    5 docs:   0.3224                                         0.0
Query 226: 0.0104                       At   10 docs:   0.2939                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 228: 0.1950                       At   15 docs:   0.2639
Query 229: 0.0012                       At   20 docs:   0.2347                                                                        Recall
Query 230: 0.8379                       At   30 docs:   0.2027
Query 231: 0.0135                       At 100 docs:    0.0916
Query 232: 0.1046                       At 200 docs:    0.0586                                                              Run ltrcmonofr4
Query 233: 0.4646                       At 500 docs:    0.0249                                                            Comparison to median by topic
Query 234: 0.0000                       At 1000 docs:   0.0130
Query 235: 0.3064                                                                                      +1.0
Query 236: 1.0000                     R-Precision (prec. after R
Query 237: 0.6760                     (=num_rel) docs. retrieved):
Query 238: 0.3039                         Exact:        0.2793
Query 239: 0.0238
Query 240: 0.5000
Query 241: 0.0000                                                                                      +0.5
Query 242: 0.2767
Query 243: 0.3667
Query 244: 0.0044
Query 245: 0.7500
Query 246: 0.0755
Query 247: 0.1987
Query 248: 0.7235
                                                                                                        0.0
Query 249: 0.0400
Query 250: 0.0041
                                                                      Difference (average precision)




                                                                                                       −0.5




                                                                                                       −1.0
                                                                                                              201   210      220               230        240   250

                                                                                                                                    Topic number
NII Group, Monolingual French, Auto, TD                                                                                     Run NiiFF01
Average precision                   Overall statistics                                                                    Recall−Precision Values
(individual queries):               (for 49 queries):                                                 1.0
Query 201: 0.3699                   Total number of documents
Query 202: 0.6254                   over all queries
Query 203: 0.4625                       Retrieved:    49000
Query 204: 0.8509                       Relevant:       915
Query 205: 0.5013                       Rel_ret:        837
                                                                                                     0.8
Query 206: 0.3215
Query 207: 0.3452                   Interpolated Recall -
Query 208: 0.5191                   Precision Averages:
Query 209: 0.2032                       at 0.00       0.5734
Query 210: 0.0592                       at 0.10       0.5452                                         0.6
Query 211: 0.8503                       at 0.20       0.5041
Query 212: 0.4620                       at 0.30       0.4645
Query 213: 0.8065                       at 0.40       0.4294




                                                                    Precision
Query 214: 0.0651                       at 0.50       0.4163
Query 215: 0.0005                       at 0.60       0.3922                                         0.4
Query 216: 0.0039                       at 0.70       0.3609
Query 217: 0.5449                       at 0.80       0.3100
Query 218: 0.9356                       at 0.90       0.2635
Query 219: 0.0141                       at 1.00       0.1886
Query 220: 0.0027                                                                                    0.2
Query 221: 0.6226                   Avg. prec. (non-interpolated)
Query 222: 0.0427                   for all rel. documents
Query 223: 0.0192                                     0.3944
Query 224: 1.0000                   Precision:
Query 225: 0.0025                     At    5 docs:   0.4204                                         0.0
Query 226: 0.1667                     At   10 docs:   0.3429                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 228: 0.0004                     At   15 docs:   0.3143
Query 229: 0.3770                     At   20 docs:   0.2990                                                                        Recall
Query 230: 0.8521                     At   30 docs:   0.2619
Query 231: 0.4975                     At 100 docs:    0.1341
Query 232: 0.0656                     At 200 docs:    0.0751                                                                 Run NiiFF01
Query 233: 0.4837                     At 500 docs:    0.0326                                                            Comparison to median by topic
Query 234: 0.0258                     At 1000 docs:   0.0171
Query 235: 0.6556                                                                                    +1.0
Query 236: 0.9206                   R-Precision (prec. after R
Query 237: 0.8844                   (=num_rel) docs. retrieved):
Query 238: 0.3467                       Exact:        0.3783
Query 239: 0.0159
Query 240: 1.0000
Query 241: 0.0186                                                                                    +0.5
Query 242: 0.1905
Query 243: 0.4083
Query 244: 0.0175
Query 245: 0.7561
Query 246: 0.1355
Query 247: 0.9833
Query 248: 0.6545
                                                                                                      0.0
Query 249: 0.2000
Query 250: 0.0371
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
U Amsterdam, Monolingual French, Auto, TD                                                                               Run UAmsC04FrFr4GiSb
Average precision                   Overall statistics                                                                      Recall−Precision Values
(individual queries):               (for 49 queries):                                                 1.0
Query 201: 0.3712                   Total number of documents
Query 202: 0.6980                   over all queries
Query 203: 0.5176                       Retrieved:    49000
Query 204: 0.7903                       Relevant:       915
Query 205: 0.3546                       Rel_ret:        829
                                                                                                     0.8
Query 206: 0.5251
Query 207: 0.1489                   Interpolated Recall -
Query 208: 0.8042                   Precision Averages:
Query 209: 0.1992                       at 0.00       0.7007
Query 210: 0.0925                       at 0.10       0.6394                                         0.6
Query 211: 0.8996                       at 0.20       0.5933
Query 212: 0.3391                       at 0.30       0.5360
Query 213: 0.7083                       at 0.40       0.4900




                                                                    Precision
Query 214: 0.1713                       at 0.50       0.4679
Query 215: 0.0600                       at 0.60       0.4166                                         0.4
Query 216: 0.0333                       at 0.70       0.3733
Query 217: 0.5011                       at 0.80       0.3230
Query 218: 0.8730                       at 0.90       0.2594
Query 219: 0.5727                       at 1.00       0.2075
Query 220: 0.0901                                                                                    0.2
Query 221: 0.6760                   Avg. prec. (non-interpolated)
Query 222: 0.0046                   for all rel. documents
Query 223: 0.0227                                     0.4410
Query 224: 0.7523                   Precision:
Query 225: 0.0185                     At    5 docs:   0.4816                                         0.0
Query 226: 1.0000                     At   10 docs:   0.4041                                           0.0        0.2         0.4              0.6        0.8   1.0
Query 228: 0.6105                     At   15 docs:   0.3537
Query 229: 0.3896                     At   20 docs:   0.3235                                                                          Recall
Query 230: 0.8724                     At   30 docs:   0.2748
Query 231: 0.3625                     At 100 docs:    0.1357
Query 232: 0.1313                     At 200 docs:    0.0774                                                            Run UAmsC04FrFr4GiSb
Query 233: 0.5241                     At 500 docs:    0.0332                                                              Comparison to median by topic
Query 234: 0.1094                     At 1000 docs:   0.0169
Query 235: 0.7111                                                                                    +1.0
Query 236: 0.8091                   R-Precision (prec. after R
Query 237: 0.8326                   (=num_rel) docs. retrieved):
Query 238: 0.3548                       Exact:        0.4154
Query 239: 0.0841
Query 240: 1.0000
Query 241: 0.0081                                                                                    +0.5
Query 242: 0.2685
Query 243: 0.3731
Query 244: 0.2500
Query 245: 0.7569
Query 246: 0.1390
Query 247: 0.9909
Query 248: 0.7564
                                                                                                      0.0
Query 249: 0.0312
Query 250: 0.0165
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210        220               230        240   250

                                                                                                                                    Topic number
U Amsterdam, Monolingual French, Auto, TD                                                                               Run UAmsC04FrFr4GiWd
Average precision                   Overall statistics                                                                      Recall−Precision Values
(individual queries):               (for 49 queries):                                                 1.0
Query 201: 0.2616                   Total number of documents
Query 202: 0.6802                   over all queries
Query 203: 0.5632                       Retrieved:    49000
Query 204: 0.8121                       Relevant:       915
Query 205: 0.2515                       Rel_ret:        772
                                                                                                     0.8
Query 206: 0.5211
Query 207: 0.1923                   Interpolated Recall -
Query 208: 0.8042                   Precision Averages:
Query 209: 0.2236                       at 0.00       0.6452
Query 210: 0.0668                       at 0.10       0.6070                                         0.6
Query 211: 0.8918                       at 0.20       0.5555
Query 212: 0.2886                       at 0.30       0.5070
Query 213: 0.8243                       at 0.40       0.4632




                                                                    Precision
Query 214: 0.0673                       at 0.50       0.4178
Query 215: 0.0741                       at 0.60       0.3731                                         0.4
Query 216: 0.0278                       at 0.70       0.3375
Query 217: 0.5095                       at 0.80       0.2959
Query 218: 0.8900                       at 0.90       0.2479
Query 219: 0.4039                       at 1.00       0.1881
Query 220: 0.1291                                                                                    0.2
Query 221: 0.6973                   Avg. prec. (non-interpolated)
Query 222: 0.0067                   for all rel. documents
Query 223: 0.0206                                     0.4092
Query 224: 0.6777                   Precision:
Query 225: 0.0333                     At    5 docs:   0.4612                                         0.0
Query 226: 0.1111                     At   10 docs:   0.3816                                           0.0        0.2         0.4              0.6        0.8   1.0
Query 228: 0.5557                     At   15 docs:   0.3415
Query 229: 0.3264                     At   20 docs:   0.3020                                                                          Recall
Query 230: 0.8799                     At   30 docs:   0.2639
Query 231: 0.2559                     At 100 docs:    0.1324
Query 232: 0.0013                     At 200 docs:    0.0742                                                            Run UAmsC04FrFr4GiWd
Query 233: 0.5166                     At 500 docs:    0.0310                                                              Comparison to median by topic
Query 234: 0.0833                     At 1000 docs:   0.0158
Query 235: 0.7759                                                                                    +1.0
Query 236: 0.8919                   R-Precision (prec. after R
Query 237: 0.8292                   (=num_rel) docs. retrieved):
Query 238: 0.3671                       Exact:        0.3753
Query 239: 0.0458
Query 240: 1.0000
Query 241: 0.0025                                                                                    +0.5
Query 242: 0.3867
Query 243: 0.3624
Query 244: 0.0909
Query 245: 0.7559
Query 246: 0.0821
Query 247: 0.9909
Query 248: 0.7413
                                                                                                      0.0
Query 249: 0.0286
Query 250: 0.0505
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210        220               230        240   250

                                                                                                                                    Topic number
U Amsterdam, Monolingual French, Auto, TD                                                                               Run UAmsC04FrFrAll
Average precision                   Overall statistics                                                                     Recall−Precision Values
(individual queries):               (for 49 queries):                                                 1.0
Query 201: 0.2764                   Total number of documents
Query 202: 0.6848                   over all queries
Query 203: 0.5210                       Retrieved:    49000
Query 204: 0.8127                       Relevant:       915
Query 205: 0.4093                       Rel_ret:        830
                                                                                                     0.8
Query 206: 0.5054
Query 207: 0.2055                   Interpolated Recall -
Query 208: 0.8042                   Precision Averages:
Query 209: 0.2133                       at 0.00       0.6977
Query 210: 0.0918                       at 0.10       0.6491                                         0.6
Query 211: 0.9014                       at 0.20       0.6024
Query 212: 0.3394                       at 0.30       0.5503
Query 213: 0.8465                       at 0.40       0.5098




                                                                    Precision
Query 214: 0.1180                       at 0.50       0.4688
Query 215: 0.0636                       at 0.60       0.4239                                         0.4
Query 216: 0.0344                       at 0.70       0.3811
Query 217: 0.5319                       at 0.80       0.3330
Query 218: 0.9106                       at 0.90       0.2806
Query 219: 0.4858                       at 1.00       0.2193
Query 220: 0.0981                                                                                    0.2
Query 221: 0.6545                   Avg. prec. (non-interpolated)
Query 222: 0.0051                   for all rel. documents
Query 223: 0.0235                                     0.4499
Query 224: 0.7857                   Precision:
Query 225: 0.0294                     At    5 docs:   0.4816                                         0.0
Query 226: 1.0000                     At   10 docs:   0.3959                                           0.0        0.2        0.4              0.6        0.8   1.0
Query 228: 0.5614                     At   15 docs:   0.3510
Query 229: 0.3747                     At   20 docs:   0.3194                                                                         Recall
Query 230: 0.9047                     At   30 docs:   0.2721
Query 231: 0.3633                     At 100 docs:    0.1365
Query 232: 0.0339                     At 200 docs:    0.0762                                                            Run UAmsC04FrFrAll
Query 233: 0.5201                     At 500 docs:    0.0324                                                             Comparison to median by topic
Query 234: 0.0867                     At 1000 docs:   0.0169
Query 235: 0.7851                                                                                    +1.0
Query 236: 0.8949                   R-Precision (prec. after R
Query 237: 0.8348                   (=num_rel) docs. retrieved):
Query 238: 0.4210                       Exact:        0.4107
Query 239: 0.0635
Query 240: 1.0000
Query 241: 0.0036                                                                                    +0.5
Query 242: 0.4029
Query 243: 0.3765
Query 244: 0.3333
Query 245: 0.7603
Query 246: 0.1388
Query 247: 0.9909
Query 248: 0.7598
                                                                                                      0.0
Query 249: 0.0370
Query 250: 0.0459
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210       220               230        240   250

                                                                                                                                   Topic number
SUNY Buffalo, Monolingual French, Auto, TD                                                                              Run UBmonoFR01
Average precision                   Overall statistics                                                                    Recall−Precision Values
(individual queries):               (for 49 queries):                                                 1.0
Query 201: 0.3020                   Total number of documents
Query 202: 0.6394                   over all queries
Query 203: 0.4743                       Retrieved:    49000
Query 204: 0.8405                       Relevant:       915                                          0.8
Query 205: 0.6522                       Rel_ret:        863
Query 206: 0.3861
Query 207: 0.3233                   Interpolated Recall -
Query 208: 0.9500                   Precision Averages:
Query 209: 0.2480                       at 0.00       0.7146
Query 210: 0.1366                       at 0.10       0.6418                                         0.6
Query 211: 0.8484                       at 0.20       0.6069
Query 212: 0.3777                       at 0.30       0.5499
Query 213: 0.8025                       at 0.40       0.5192




                                                                    Precision
Query 214: 0.0769                       at 0.50       0.4907
Query 215: 0.0761                       at 0.60       0.4477                                         0.4
Query 216: 0.0225                       at 0.70       0.4006
Query 217: 0.4496                       at 0.80       0.3626
Query 218: 0.8967                       at 0.90       0.3130
Query 219: 0.3395                       at 1.00       0.2446
Query 220: 0.1543                                                                                    0.2
Query 221: 0.3317                   Avg. prec. (non-interpolated)
Query 222: 0.0604                   for all rel. documents
Query 223: 0.0268                                     0.4629
Query 224: 0.8774                   Precision:
Query 225: 0.0099                     At    5 docs:   0.4653                                         0.0
Query 226: 1.0000                     At   10 docs:   0.4143                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 228: 0.3881                     At   15 docs:   0.3633
Query 229: 0.4311                     At   20 docs:   0.3255                                                                        Recall
Query 230: 0.8575                     At   30 docs:   0.2680
Query 231: 0.6923                     At 100 docs:    0.1390
Query 232: 0.0796                     At 200 docs:    0.0786                                                             Run UBmonoFR01
Query 233: 0.4759                     At 500 docs:    0.0334                                                            Comparison to median by topic
Query 234: 0.1558                     At 1000 docs:   0.0176
Query 235: 0.7978                                                                                    +1.0
Query 236: 0.8614                   R-Precision (prec. after R
Query 237: 0.8264                   (=num_rel) docs. retrieved):
Query 238: 0.5167                       Exact:        0.4239
Query 239: 0.1022
Query 240: 1.0000
Query 241: 0.0083                                                                                    +0.5
Query 242: 0.2583
Query 243: 0.8481
Query 244: 0.0043
Query 245: 1.0000
Query 246: 0.2346
Query 247: 0.9263
                                                                                                      0.0
Query 248: 0.7296
Query 249: 0.0208
Query 250: 0.1620
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
Université de Neuchâtel, Monolingual French, Auto, TD                                                                      Run UniNEfr1
Average precision                   Overall statistics                                                                    Recall−Precision Values
(individual queries):               (for 49 queries):                                                 1.0
Query 201: 0.2356                   Total number of documents
Query 202: 0.6322                   over all queries
Query 203: 0.5961                       Retrieved:    49000
Query 204: 0.8707                       Relevant:       915                                          0.8
Query 205: 0.5208                       Rel_ret:        864
Query 206: 0.4015
Query 207: 0.3042                   Interpolated Recall -
Query 208: 0.6792                   Precision Averages:
Query 209: 0.1705                       at 0.00       0.6248
Query 210: 0.1213                       at 0.10       0.5939                                         0.6
Query 211: 0.8526                       at 0.20       0.5588
Query 212: 0.3801                       at 0.30       0.5448
Query 213: 0.8281                       at 0.40       0.5187




                                                                    Precision
Query 214: 0.0446                       at 0.50       0.4710
Query 215: 0.2354                       at 0.60       0.4377                                         0.4
Query 216: 0.0176                       at 0.70       0.3869
Query 217: 0.3518                       at 0.80       0.3598
Query 218: 0.9425                       at 0.90       0.3142
Query 219: 0.5213                       at 1.00       0.2548
Query 220: 0.1381                                                                                    0.2
Query 221: 0.4849                   Avg. prec. (non-interpolated)
Query 222: 0.1280                   for all rel. documents
Query 223: 0.0220                                     0.4437
Query 224: 0.9762                   Precision:
Query 225: 0.0062                     At    5 docs:   0.4571                                         0.0
Query 226: 0.1111                     At   10 docs:   0.3980                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 228: 0.4793                     At   15 docs:   0.3592
Query 229: 0.3984                     At   20 docs:   0.3286                                                                        Recall
Query 230: 0.9151                     At   30 docs:   0.2816
Query 231: 0.2995                     At 100 docs:    0.1429
Query 232: 0.0259                     At 200 docs:    0.0793                                                                Run UniNEfr1
Query 233: 0.4378                     At 500 docs:    0.0341                                                            Comparison to median by topic
Query 234: 0.7167                     At 1000 docs:   0.0176
Query 235: 0.8417                                                                                    +1.0
Query 236: 0.9430                   R-Precision (prec. after R
Query 237: 0.9599                   (=num_rel) docs. retrieved):
Query 238: 0.3655                       Exact:        0.4136
Query 239: 0.1612
Query 240: 1.0000
Query 241: 0.0136                                                                                    +0.5
Query 242: 0.3054
Query 243: 0.5084
Query 244: 0.0042
Query 245: 0.9500
Query 246: 0.1605
Query 247: 0.9573
                                                                                                      0.0
Query 248: 0.6469
Query 249: 0.0333
Query 250: 0.0433
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
Université de Neuchâtel, Monolingual French, Auto, TD                                                                      Run UniNEfr2
Average precision                   Overall statistics                                                                    Recall−Precision Values
(individual queries):               (for 49 queries):                                                 1.0
Query 201: 0.2389                   Total number of documents
Query 202: 0.6943                   over all queries
Query 203: 0.6010                       Retrieved:    49000
Query 204: 0.8470                       Relevant:       915                                          0.8
Query 205: 0.5551                       Rel_ret:        840
Query 206: 0.5280
Query 207: 0.4631                   Interpolated Recall -
Query 208: 0.8042                   Precision Averages:
Query 209: 0.3179                       at 0.00       0.6946
Query 210: 0.0752                       at 0.10       0.6725                                         0.6
Query 211: 0.8814                       at 0.20       0.6327
Query 212: 0.4124                       at 0.30       0.5919
Query 213: 0.8465                       at 0.40       0.5328




                                                                    Precision
Query 214: 0.0483                       at 0.50       0.4916
Query 215: 0.2660                       at 0.60       0.4546                                         0.4
Query 216: 0.0379                       at 0.70       0.4150
Query 217: 0.3600                       at 0.80       0.3886
Query 218: 0.9343                       at 0.90       0.3467
Query 219: 0.3830                       at 1.00       0.2736
Query 220: 0.2544                                                                                    0.2
Query 221: 0.5349                   Avg. prec. (non-interpolated)
Query 222: 0.1667                   for all rel. documents
Query 223: 0.0203                                     0.4849
Query 224: 1.0000                   Precision:
Query 225: 0.0097                     At    5 docs:   0.4857                                         0.0
Query 226: 0.5000                     At   10 docs:   0.4245                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 228: 0.6289                     At   15 docs:   0.3837
Query 229: 0.5024                     At   20 docs:   0.3500                                                                        Recall
Query 230: 0.9042                     At   30 docs:   0.2891
Query 231: 0.7089                     At 100 docs:    0.1437
Query 232: 0.0025                     At 200 docs:    0.0796                                                                Run UniNEfr2
Query 233: 0.4193                     At 500 docs:    0.0334                                                            Comparison to median by topic
Query 234: 0.4961                     At 1000 docs:   0.0171
Query 235: 0.8107                                                                                    +1.0
Query 236: 0.9833                   R-Precision (prec. after R
Query 237: 0.9245                   (=num_rel) docs. retrieved):
Query 238: 0.4830                       Exact:        0.4475
Query 239: 0.1704
Query 240: 1.0000
Query 241: 0.0316                                                                                    +0.5
Query 242: 0.4643
Query 243: 0.4638
Query 244: 0.0036
Query 245: 1.0000
Query 246: 0.2222
Query 247: 1.0000
                                                                                                      0.0
Query 248: 0.6658
Query 249: 0.0200
Query 250: 0.0724
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
Université de Neuchâtel, Monolingual French, Auto, TDN                                                                     Run UniNEfr3
Average precision                   Overall statistics                                                                    Recall−Precision Values
(individual queries):               (for 49 queries):                                                 1.0
Query 201: 0.1955                   Total number of documents
Query 202: 0.5769                   over all queries
Query 203: 0.5778                       Retrieved:    49000
Query 204: 0.8581                       Relevant:       915                                          0.8
Query 205: 0.5614                       Rel_ret:        898
Query 206: 0.4279
Query 207: 0.3328                   Interpolated Recall -
Query 208: 0.6792                   Precision Averages:
Query 209: 0.2563                       at 0.00       0.6909
Query 210: 0.0786                       at 0.10       0.6653                                         0.6
Query 211: 0.8536                       at 0.20       0.6340
Query 212: 0.4074                       at 0.30       0.5781
Query 213: 0.8561                       at 0.40       0.5442




                                                                    Precision
Query 214: 0.0872                       at 0.50       0.4870
Query 215: 0.3012                       at 0.60       0.4612                                         0.4
Query 216: 0.0233                       at 0.70       0.4133
Query 217: 0.2926                       at 0.80       0.3796
Query 218: 0.9142                       at 0.90       0.3291
Query 219: 0.6306                       at 1.00       0.2627
Query 220: 0.5050                                                                                    0.2
Query 221: 0.6447                   Avg. prec. (non-interpolated)
Query 222: 0.1433                   for all rel. documents
Query 223: 0.0222                                     0.4785
Query 224: 1.0000                   Precision:
Query 225: 0.0323                     At    5 docs:   0.5102                                         0.0
Query 226: 0.2000                     At   10 docs:   0.4388                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 228: 0.5372                     At   15 docs:   0.3918
Query 229: 0.4925                     At   20 docs:   0.3571                                                                        Recall
Query 230: 0.8943                     At   30 docs:   0.3075
Query 231: 0.3807                     At 100 docs:    0.1537
Query 232: 0.5790                     At 200 docs:    0.0850                                                                Run UniNEfr3
Query 233: 0.6700                     At 500 docs:    0.0359                                                            Comparison to median by topic
Query 234: 0.3162                     At 1000 docs:   0.0183
Query 235: 0.6968                                                                                    +1.0
Query 236: 1.0000                   R-Precision (prec. after R
Query 237: 0.9103                   (=num_rel) docs. retrieved):
Query 238: 0.3693                       Exact:        0.4488
Query 239: 0.1777
Query 240: 1.0000
Query 241: 0.0161                                                                                    +0.5
Query 242: 0.4295
Query 243: 0.5433
Query 244: 0.0023
Query 245: 0.9500
Query 246: 0.1494
Query 247: 1.0000
                                                                                                      0.0
Query 248: 0.7797
Query 249: 0.0263
Query 250: 0.0705
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
U Glasgow, Monolingual French, Auto, TDN                                                                                    Run UOGLQ
Average precision                   Overall statistics
                                                                                                                          Recall−Precision Values
(individual queries):               (for 49 queries):
                                                                                                      1.0
Query 201: 0.2097                   Total number of documents
Query 202: 0.6740                   over all queries
Query 203: 0.4347                       Retrieved:    49000
Query 204: 0.8720                       Relevant:       915
Query 205: 0.5787                       Rel_ret:        846                                          0.8
Query 206: 0.2972
Query 207: 0.1984                   Interpolated Recall -
Query 208: 0.7708                   Precision Averages:
Query 209: 0.0538                       at 0.00       0.6513
Query 210: 0.2028                       at 0.10       0.5901                                         0.6
Query 211: 0.6823                       at 0.20       0.5668
Query 212: 0.3427                       at 0.30       0.5380
Query 213: 0.8206                       at 0.40       0.4856




                                                                    Precision
Query 214: 0.0941                       at 0.50       0.4593
Query 215: 0.0000                       at 0.60       0.4274                                         0.4
Query 216: 0.0063                       at 0.70       0.3617
Query 217: 0.3264                       at 0.80       0.3094
Query 218: 0.9169                       at 0.90       0.2594
Query 219: 0.0087                       at 1.00       0.1735
Query 220: 0.5179                                                                                    0.2
Query 221: 0.2150                   Avg. prec. (non-interpolated)
Query 222: 0.0425                   for all rel. documents
Query 223: 0.0114                                     0.4244
Query 224: 1.0000                   Precision:
Query 225: 0.0027                     At    5 docs:   0.4449                                         0.0
Query 226: 0.3333                     At   10 docs:   0.3735                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 228: 0.0006                     At   15 docs:   0.3320
Query 229: 0.4661                     At   20 docs:   0.3031                                                                        Recall
Query 230: 0.8982                     At   30 docs:   0.2673
Query 231: 0.6247                     At 100 docs:    0.1349
Query 232: 0.5407                     At 200 docs:    0.0767                                                                 Run UOGLQ
Query 233: 0.4107                     At 500 docs:    0.0329
Query 234: 0.2489                     At 1000 docs:   0.0173
                                                                                                                        Comparison to median by topic
Query 235: 0.8357                                                                                    +1.0
Query 236: 0.9733                   R-Precision (prec. after R
Query 237: 0.8476                   (=num_rel) docs. retrieved):
Query 238: 0.5061                       Exact:        0.3937
Query 239: 0.1345
Query 240: 1.0000
Query 241: 0.0269                                                                                    +0.5
Query 242: 0.3539
Query 243: 0.4969
Query 244: 0.0000
Query 245: 0.7917
Query 246: 0.3647
Query 247: 0.8727
Query 248: 0.5566                                                                                     0.0
Query 249: 0.2000
Query 250: 0.0324
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
U Glasgow, Monolingual French, Auto, TDN                                                                                  Run UOGLQQE
Average precision                   Overall statistics
                                                                                                                          Recall−Precision Values
(individual queries):               (for 49 queries):
                                                                                                      1.0
Query 201: 0.0030                   Total number of documents
Query 202: 0.6481                   over all queries
Query 203: 0.6692                       Retrieved:    49000
Query 204: 0.7935                       Relevant:       915
Query 205: 0.5400                       Rel_ret:        838                                          0.8
Query 206: 0.5073
Query 207: 0.3208                   Interpolated Recall -
Query 208: 0.2028                   Precision Averages:
Query 209: 0.3105                       at 0.00       0.6142
Query 210: 0.0762                       at 0.10       0.5911                                         0.6
Query 211: 0.8711                       at 0.20       0.5715
Query 212: 0.5101                       at 0.30       0.5068
Query 213: 0.8776                       at 0.40       0.4680




                                                                    Precision
Query 214: 0.0994                       at 0.50       0.4290
Query 215: 0.0781                       at 0.60       0.3987                                         0.4
Query 216: 0.0039                       at 0.70       0.3659
Query 217: 0.0320                       at 0.80       0.3090
Query 218: 0.9276                       at 0.90       0.2656
Query 219: 0.0002                       at 1.00       0.1851
Query 220: 0.1882                                                                                    0.2
Query 221: 0.1707                   Avg. prec. (non-interpolated)
Query 222: 0.1797                   for all rel. documents
Query 223: 0.0234                                     0.4186
Query 224: 0.8089                   Precision:
Query 225: 0.0370                     At    5 docs:   0.4286                                         0.0
Query 226: 0.5000                     At   10 docs:   0.3735                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 228: 0.0144                     At   15 docs:   0.3320
Query 229: 0.3977                     At   20 docs:   0.3031                                                                        Recall
Query 230: 0.8123                     At   30 docs:   0.2701
Query 231: 0.6181                     At 100 docs:    0.1396
Query 232: 0.7143                     At 200 docs:    0.0774                                                              Run UOGLQQE
Query 233: 0.5229                     At 500 docs:    0.0327
Query 234: 0.2411                     At 1000 docs:   0.0171
                                                                                                                        Comparison to median by topic
Query 235: 0.8024                                                                                    +1.0
Query 236: 1.0000                   R-Precision (prec. after R
Query 237: 0.8698                   (=num_rel) docs. retrieved):
Query 238: 0.5531                       Exact:        0.3623
Query 239: 0.0450
Query 240: 1.0000
Query 241: 0.0000                                                                                    +0.5
Query 242: 0.3488
Query 243: 0.4021
Query 244: 0.0045
Query 245: 0.7672
Query 246: 0.2026
Query 247: 0.9833
Query 248: 0.8194                                                                                     0.0
Query 249: 0.0122
Query 250: 0.0021
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
U Glasgow, Monolingual French, Auto, T                                                                                      Run UOGSQ
Average precision                   Overall statistics
                                                                                                                          Recall−Precision Values
(individual queries):               (for 49 queries):
                                                                                                      1.0
Query 201: 0.2378                   Total number of documents
Query 202: 0.6413                   over all queries
Query 203: 0.4619                       Retrieved:    49000
Query 204: 0.8243                       Relevant:       915
Query 205: 0.5670                       Rel_ret:        842                                          0.8
Query 206: 0.3802
Query 207: 0.2482                   Interpolated Recall -
Query 208: 0.9500                   Precision Averages:
Query 209: 0.0852                       at 0.00       0.6653
Query 210: 0.1613                       at 0.10       0.5962                                         0.6
Query 211: 0.7004                       at 0.20       0.5663
Query 212: 0.3463                       at 0.30       0.5182
Query 213: 0.8054                       at 0.40       0.4844




                                                                    Precision
Query 214: 0.1047                       at 0.50       0.4453
Query 215: 0.0000                       at 0.60       0.4273                                         0.4
Query 216: 0.0182                       at 0.70       0.3556
Query 217: 0.3383                       at 0.80       0.3080
Query 218: 0.8811                       at 0.90       0.2589
Query 219: 0.0119                       at 1.00       0.1963
Query 220: 0.2953                                                                                    0.2
Query 221: 0.2404                   Avg. prec. (non-interpolated)
Query 222: 0.0582                   for all rel. documents
Query 223: 0.0142                                     0.4237
Query 224: 0.9306                   Precision:
Query 225: 0.0015                     At    5 docs:   0.4408                                         0.0
Query 226: 0.2500                     At   10 docs:   0.4000                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 228: 0.0006                     At   15 docs:   0.3551
Query 229: 0.4310                     At   20 docs:   0.3102                                                                        Recall
Query 230: 0.8825                     At   30 docs:   0.2612
Query 231: 0.6255                     At 100 docs:    0.1339
Query 232: 0.4712                     At 200 docs:    0.0764                                                                 Run UOGSQ
Query 233: 0.4291                     At 500 docs:    0.0330
Query 234: 0.1758                     At 1000 docs:   0.0172
                                                                                                                        Comparison to median by topic
Query 235: 0.8274                                                                                    +1.0
Query 236: 0.9207                   R-Precision (prec. after R
Query 237: 0.7993                   (=num_rel) docs. retrieved):
Query 238: 0.6103                       Exact:        0.3893
Query 239: 0.1079
Query 240: 1.0000
Query 241: 0.0216                                                                                    +0.5
Query 242: 0.3609
Query 243: 0.5329
Query 244: 0.0000
Query 245: 0.8929
Query 246: 0.3929
Query 247: 0.8267
Query 248: 0.4864                                                                                     0.0
Query 249: 0.3333
Query 250: 0.0766
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
U Glasgow, Monolingual French, Auto, T                                                                                    Run UOGSQQE
Average precision                   Overall statistics
                                                                                                                          Recall−Precision Values
(individual queries):               (for 49 queries):
                                                                                                      1.0
Query 201: 0.0001                   Total number of documents
Query 202: 0.6450                   over all queries
Query 203: 0.5399                       Retrieved:    49000
Query 204: 0.7636                       Relevant:       915
Query 205: 0.6703                       Rel_ret:        720                                          0.8
Query 206: 0.1891
Query 207: 0.2483                   Interpolated Recall -
Query 208: 0.0004                   Precision Averages:
Query 209: 0.2504                       at 0.00       0.5589
Query 210: 0.1281                       at 0.10       0.4719                                         0.6
Query 211: 0.8339                       at 0.20       0.4293
Query 212: 0.3648                       at 0.30       0.3948
Query 213: 0.0128                       at 0.40       0.3724




                                                                    Precision
Query 214: 0.1746                       at 0.50       0.3614
Query 215: 0.3778                       at 0.60       0.3253                                         0.4
Query 216: 0.0029                       at 0.70       0.2845
Query 217: 0.0176                       at 0.80       0.2689
Query 218: 0.0871                       at 0.90       0.2378
Query 219: 0.4499                       at 1.00       0.1923
Query 220: 0.0811                                                                                    0.2
Query 221: 0.0193                   Avg. prec. (non-interpolated)
Query 222: 0.0067                   for all rel. documents
Query 223: 0.0176                                     0.3400
Query 224: 1.0000                   Precision:
Query 225: 0.0233                     At    5 docs:   0.3673                                         0.0
Query 226: 0.3333                     At   10 docs:   0.2918                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 228: 0.0014                     At   15 docs:   0.2667
Query 229: 0.1923                     At   20 docs:   0.2418                                                                        Recall
Query 230: 0.7681                     At   30 docs:   0.2061
Query 231: 0.0090                     At 100 docs:    0.1039
Query 232: 0.5794                     At 200 docs:    0.0605                                                              Run UOGSQQE
Query 233: 0.2549                     At 500 docs:    0.0273
Query 234: 0.2881                     At 1000 docs:   0.0147
                                                                                                                        Comparison to median by topic
Query 235: 0.8190                                                                                    +1.0
Query 236: 1.0000                   R-Precision (prec. after R
Query 237: 0.8799                   (=num_rel) docs. retrieved):
Query 238: 0.0002                       Exact:        0.2975
Query 239: 0.0781
Query 240: 1.0000
Query 241: 0.0000                                                                                    +0.5
Query 242: 0.4368
Query 243: 0.2552
Query 244: 0.0033
Query 245: 1.0000
Query 246: 0.1347
Query 247: 0.8567
Query 248: 0.8647                                                                                     0.0
Query 249: 0.0000
Query 250: 0.0004
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
Universidad de Evora, Monolingual Portuguese, Auto, T                                                                       Run alentejo1
Average precision                   Overall statistics
(individual queries):               (for 46 queries):                                                                     Recall−Precision Values
                                                                                                      1.0
Query 201: 0.0271                   Total number of documents
Query 202: 0.1335                   over all queries
Query 203: 0.0267                       Retrieved:    40134
Query 204: 0.1694                       Relevant:       678
Query 205: 0.7500                       Rel_ret:        442                                          0.8
Query 206: 0.0321
Query 207: 0.1964                   Interpolated Recall -
Query 208: 0.2233                   Precision Averages:
Query 209: 0.0000                       at 0.00       0.3875
Query 210: 0.0588                       at 0.10       0.3318                                         0.6
Query 211: 0.5799                       at 0.20       0.2502
Query 212: 0.0019                       at 0.30       0.2045
Query 213: 0.1743                       at 0.40       0.1946




                                                                    Precision
Query 214: 0.0000                       at 0.50       0.1872
Query 215: 0.0000                       at 0.60       0.1676                                         0.4
Query 217: 0.0005                       at 0.70       0.1253
Query 218: 0.4980                       at 0.80       0.1240
Query 219: 0.0031                       at 0.90       0.1216
Query 221: 0.6050                       at 1.00       0.1101
Query 222: 0.0160                                                                                    0.2
Query 223: 0.0000                   Avg. prec. (non-interpolated)
Query 224: 0.1964                   for all rel. documents
Query 225: 0.0115                                     0.1827
Query 226: 0.4762                   Precision:
Query 228: 0.0206                     At    5 docs:   0.2000                                         0.0
Query 229: 0.6585                     At   10 docs:   0.1652                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 230: 0.1971                     At   15 docs:   0.1377
Query 231: 0.0000                     At   20 docs:   0.1141                                                                        Recall
Query 232: 0.0328                     At   30 docs:   0.0913
Query 233: 0.2399                     At 100 docs:    0.0496
Query 234: 0.0081                     At 200 docs:    0.0339                                                                Run alentejo1
Query 235: 0.0164                     At 500 docs:    0.0177
Query 236: 0.6667                     At 1000 docs:   0.0096                                                            Comparison to median by topic
Query 237: 1.0000                                                                                    +1.0
Query 238: 0.0029                   R-Precision (prec. after R
Query 239: 0.0226                   (=num_rel) docs. retrieved):
Query 241: 0.0343                       Exact:        0.1640
Query 242: 0.0000
Query 243: 0.0015
Query 244: 0.0000                                                                                    +0.5
Query 245: 0.9167
Query 246: 0.0000
Query 247: 0.2853
Query 248: 0.1008
Query 249: 0.0043
Query 250: 0.0136
                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
Universidad de Evora, Monolingual Portuguese, Auto, T                                                                       Run alentejo2
Average precision                   Overall statistics
(individual queries):               (for 46 queries):                                                                     Recall−Precision Values
                                                                                                      1.0
Query 201: 0.0068                   Total number of documents
Query 202: 0.1339                   over all queries
Query 203: 0.0231                       Retrieved:    39128
Query 204: 0.0021                       Relevant:       678
Query 205: 0.0352                       Rel_ret:        422                                          0.8
Query 206: 0.0340
Query 207: 0.0966                   Interpolated Recall -
Query 208: 0.2233                   Precision Averages:
Query 209: 0.0006                       at 0.00       0.2587
Query 210: 0.0663                       at 0.10       0.2216                                         0.6
Query 211: 0.4424                       at 0.20       0.1861
Query 212: 0.0035                       at 0.30       0.1528
Query 213: 0.1686                       at 0.40       0.1358




                                                                    Precision
Query 214: 0.0000                       at 0.50       0.1135
Query 215: 0.0000                       at 0.60       0.0989                                         0.4
Query 217: 0.0008                       at 0.70       0.0883
Query 218: 0.6214                       at 0.80       0.0859
Query 219: 0.0066                       at 0.90       0.0731
Query 221: 0.1499                       at 1.00       0.0707
Query 222: 0.0246                                                                                    0.2
Query 223: 0.0000                   Avg. prec. (non-interpolated)
Query 224: 0.1964                   for all rel. documents
Query 225: 0.0204                                     0.1243
Query 226: 0.1785                   Precision:
Query 228: 0.0337                     At    5 docs:   0.1348                                         0.0
Query 229: 0.6746                     At   10 docs:   0.1130                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 230: 0.1971                     At   15 docs:   0.1101
Query 231: 0.0000                     At   20 docs:   0.0957                                                                        Recall
Query 232: 0.0028                     At   30 docs:   0.0790
Query 233: 0.0016                     At 100 docs:    0.0487
Query 234: 0.0263                     At 200 docs:    0.0313                                                                Run alentejo2
Query 235: 0.0000                     At 500 docs:    0.0167
Query 236: 0.0390                     At 1000 docs:   0.0092                                                            Comparison to median by topic
Query 237: 1.0000                                                                                    +1.0
Query 238: 0.0029                   R-Precision (prec. after R
Query 239: 0.0077                   (=num_rel) docs. retrieved):
Query 241: 0.0789                       Exact:        0.1080
Query 242: 0.0000
Query 243: 0.0031
Query 244: 0.0000                                                                                    +0.5
Query 245: 0.9167
Query 246: 0.0000
Query 247: 0.2942
Query 248: 0.0001
Query 249: 0.0030
Query 250: 0.0006
                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
JHU/APL, Monolingual Portuguese, Auto, TD                                                                                   Run aplmopta
Average precision                   Overall statistics
(individual queries):               (for 46 queries):
                                                                                                                          Recall−Precision Values
                                                                                                      1.0
Query 201: 0.0044                   Total number of documents
Query 202: 0.8155                   over all queries
Query 203: 0.4075                       Retrieved:    46000
Query 204: 0.8571                       Relevant:       678
Query 205: 0.8333                       Rel_ret:        582                                          0.8
Query 206: 0.5385
Query 207: 0.0619                   Interpolated Recall -
Query 208: 1.0000                   Precision Averages:
Query 209: 0.0007                       at 0.00       0.5514
Query 210: 0.6242                       at 0.10       0.5351                                         0.6
Query 211: 0.9551                       at 0.20       0.5217
Query 212: 0.3556                       at 0.30       0.4942
Query 213: 0.6575                       at 0.40       0.4826




                                                                    Precision
Query 214: 0.0850                       at 0.50       0.4486
Query 215: 0.3333                       at 0.60       0.4096                                         0.4
Query 217: 0.0009                       at 0.70       0.3816
Query 218: 0.8156                       at 0.80       0.3563
Query 219: 0.0146                       at 0.90       0.3287
Query 221: 0.9107                       at 1.00       0.2783
Query 222: 0.0031                                                                                    0.2
Query 223: 1.0000                   Avg. prec. (non-interpolated)
Query 224: 0.1964                   for all rel. documents
Query 225: 0.2500                                     0.4231
Query 226: 0.4929                   Precision:
Query 228: 0.5183                     At    5 docs:   0.3696                                         0.0
Query 229: 0.7998                     At   10 docs:   0.3000                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 230: 0.6247                     At   15 docs:   0.2435
Query 231: 0.0004                     At   20 docs:   0.2174                                                                        Recall
Query 232: 0.1284                     At   30 docs:   0.1841
Query 233: 0.7362                     At 100 docs:    0.0883
Query 234: 0.0048                     At 200 docs:    0.0536                                                                Run aplmopta
Query 235: 0.0019                     At 500 docs:    0.0245
Query 236: 0.5317                     At 1000 docs:   0.0127                                                            Comparison to median by topic
Query 237: 1.0000                                                                                    +1.0
Query 238: 0.0034                   R-Precision (prec. after R
Query 239: 0.0711                   (=num_rel) docs. retrieved):
Query 241: 0.0005                       Exact:        0.3562
Query 242: 0.4507
Query 243: 0.3333
Query 244: 0.0069                                                                                    +0.5
Query 245: 1.0000
Query 246: 0.2500
Query 247: 1.0000
Query 248: 0.6391
Query 249: 0.1415
Query 250: 0.0055
                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
JHU/APL, Monolingual Portuguese, Auto, TD                                                                                  Run aplmoptb
Average precision                   Overall statistics
(individual queries):               (for 46 queries):
                                                                                                                          Recall−Precision Values
                                                                                                      1.0
Query 201: 0.0005                   Total number of documents
Query 202: 0.7844                   over all queries
Query 203: 0.3953                       Retrieved:    46000
Query 204: 0.8560                       Relevant:       678
Query 205: 1.0000                       Rel_ret:        604                                          0.8
Query 206: 0.6429
Query 207: 0.0779                   Interpolated Recall -
Query 208: 1.0000                   Precision Averages:
Query 209: 0.0007                       at 0.00       0.5969
Query 210: 0.4227                       at 0.10       0.5617                                         0.6
Query 211: 0.9482                       at 0.20       0.5469
Query 212: 0.3188                       at 0.30       0.5112
Query 213: 0.6562                       at 0.40       0.4873




                                                                    Precision
Query 214: 0.1225                       at 0.50       0.4713
Query 215: 0.3333                       at 0.60       0.4311                                         0.4
Query 217: 0.7597                       at 0.70       0.4144
Query 218: 0.7878                       at 0.80       0.3817
Query 219: 0.0013                       at 0.90       0.3522
Query 221: 0.8552                       at 1.00       0.3103
Query 222: 0.0397                                                                                    0.2
Query 223: 1.0000                   Avg. prec. (non-interpolated)
Query 224: 0.2083                   for all rel. documents
Query 225: 0.1111                                     0.4445
Query 226: 0.4929                   Precision:
Query 228: 0.4971                     At    5 docs:   0.3957                                         0.0
Query 229: 0.8204                     At   10 docs:   0.3065                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 230: 0.6253                     At   15 docs:   0.2623
Query 231: 0.0016                     At   20 docs:   0.2446                                                                        Recall
Query 232: 0.2137                     At   30 docs:   0.2007
Query 233: 0.6762                     At 100 docs:    0.0913
Query 234: 0.0021                     At 200 docs:    0.0558                                                                Run aplmoptb
Query 235: 0.0025                     At 500 docs:    0.0256
Query 236: 0.6389                     At 1000 docs:   0.0131                                                            Comparison to median by topic
Query 237: 1.0000                                                                                    +1.0
Query 238: 0.0169                   R-Precision (prec. after R
Query 239: 0.1538                   (=num_rel) docs. retrieved):
Query 241: 0.0152                       Exact:        0.3907
Query 242: 0.4921
Query 243: 0.3333
Query 244: 0.0027                                                                                    +0.5
Query 245: 1.0000
Query 246: 0.3333
Query 247: 1.0000
Query 248: 0.6019
Query 249: 0.2021
Query 250: 0.0016
                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
JHU/APL, Monolingual Portuguese, Auto, TD                                                                                   Run aplmoptc
Average precision                   Overall statistics
(individual queries):               (for 46 queries):
                                                                                                                          Recall−Precision Values
                                                                                                      1.0
Query 201: 0.0052                   Total number of documents
Query 202: 0.7849                   over all queries
Query 203: 0.4230                       Retrieved:    46000
Query 204: 0.8228                       Relevant:       678
Query 205: 1.0000                       Rel_ret:        589                                          0.8
Query 206: 0.5526
Query 207: 0.3551                   Interpolated Recall -
Query 208: 1.0000                   Precision Averages:
Query 209: 0.0029                       at 0.00       0.6553
Query 210: 0.5762                       at 0.10       0.6225                                         0.6
Query 211: 0.9405                       at 0.20       0.5890
Query 212: 0.3410                       at 0.30       0.5366
Query 213: 0.6745                       at 0.40       0.5095




                                                                    Precision
Query 214: 0.1781                       at 0.50       0.4910
Query 215: 0.3333                       at 0.60       0.4407                                         0.4
Query 217: 0.6060                       at 0.70       0.4223
Query 218: 0.8102                       at 0.80       0.3900
Query 219: 0.0125                       at 0.90       0.3526
Query 221: 0.7885                       at 1.00       0.3197
Query 222: 0.0456                                                                                    0.2
Query 223: 1.0000                   Avg. prec. (non-interpolated)
Query 224: 1.0000                   for all rel. documents
Query 225: 0.1250                                     0.4691
Query 226: 0.6917                   Precision:
Query 228: 0.5455                     At    5 docs:   0.4130                                         0.0
Query 229: 0.8240                     At   10 docs:   0.3174                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 230: 0.6244                     At   15 docs:   0.2667
Query 231: 0.0014                     At   20 docs:   0.2348                                                                        Recall
Query 232: 0.0011                     At   30 docs:   0.1906
Query 233: 0.7545                     At 100 docs:    0.0883
Query 234: 0.0083                     At 200 docs:    0.0539                                                                Run aplmoptc
Query 235: 0.0039                     At 500 docs:    0.0247
Query 236: 0.6389                     At 1000 docs:   0.0128                                                            Comparison to median by topic
Query 237: 1.0000                                                                                    +1.0
Query 238: 0.0263                   R-Precision (prec. after R
Query 239: 0.1218                   (=num_rel) docs. retrieved):
Query 241: 0.0266                       Exact:        0.4219
Query 242: 0.4507
Query 243: 0.3333
Query 244: 0.0083                                                                                    +0.5
Query 245: 1.0000
Query 246: 0.3333
Query 247: 1.0000
Query 248: 0.5974
Query 249: 0.2032
Query 250: 0.0043
                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
Hummingbird, Monolingual Portuguese, Auto, T                                                                               Run humPT04t
Average precision                   Overall statistics                                                                    Recall−Precision Values
(individual queries):               (for 46 queries):                                                 1.0
Query 201: 0.0166                   Total number of documents
Query 202: 0.5174                   over all queries
Query 203: 0.2225                       Retrieved:    40815
Query 204: 0.4234                       Relevant:       678
Query 205: 0.7500                       Rel_ret:        588
                                                                                                     0.8
Query 206: 0.1650
Query 207: 0.2279                   Interpolated Recall -
Query 208: 0.6290                   Precision Averages:
Query 209: 0.0000                       at 0.00       0.6270
Query 210: 0.4389                       at 0.10       0.5865                                         0.6
Query 211: 0.9076                       at 0.20       0.5416
Query 212: 0.2216                       at 0.30       0.4752
Query 213: 0.6177                       at 0.40       0.4422




                                                                    Precision
Query 214: 0.0000                       at 0.50       0.4234
Query 215: 0.0385                       at 0.60       0.3666                                         0.4
Query 217: 0.9405                       at 0.70       0.3293
Query 218: 0.8089                       at 0.80       0.3120
Query 219: 0.0221                       at 0.90       0.2729
Query 221: 0.8179                       at 1.00       0.2382
Query 222: 0.0105                                                                                    0.2
Query 223: 0.2500                   Avg. prec. (non-interpolated)
Query 224: 0.5244                   for all rel. documents
Query 225: 1.0000                                     0.4051
Query 226: 0.8929                   Precision:
Query 228: 0.0408                     At    5 docs:   0.3783                                         0.0
Query 229: 0.7982                     At   10 docs:   0.2935                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 230: 0.4925                     At   15 docs:   0.2478
Query 231: 0.0296                     At   20 docs:   0.2109                                                                        Recall
Query 232: 0.2062                     At   30 docs:   0.1804
Query 233: 0.6345                     At 100 docs:    0.0835
Query 234: 0.4167                     At 200 docs:    0.0514                                                               Run humPT04t
Query 235: 0.0909                     At 500 docs:    0.0241                                                            Comparison to median by topic
Query 236: 0.5744                     At 1000 docs:   0.0128
Query 237: 1.0000                                                                                    +1.0
Query 238: 0.0303                   R-Precision (prec. after R
Query 239: 0.0579                   (=num_rel) docs. retrieved):
Query 241: 0.1717                       Exact:        0.3418
Query 242: 0.5242
Query 243: 0.3333
Query 244: 0.0000                                                                                    +0.5
Query 245: 1.0000
Query 246: 0.2000
Query 247: 0.9861
Query 248: 0.5373
Query 249: 0.0423
Query 250: 0.0234
                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
Hummingbird, Monolingual Portuguese, Auto, TD                                                                             Run humPT04td
Average precision                   Overall statistics                                                                    Recall−Precision Values
(individual queries):               (for 46 queries):                                                 1.0
Query 201: 0.0281                   Total number of documents
Query 202: 0.5441                   over all queries
Query 203: 0.2371                       Retrieved:    46000
Query 204: 0.5474                       Relevant:       678
Query 205: 0.7500                       Rel_ret:        613
                                                                                                     0.8
Query 206: 0.8333
Query 207: 0.2742                   Interpolated Recall -
Query 208: 1.0000                   Precision Averages:
Query 209: 0.0000                       at 0.00       0.6140
Query 210: 0.4800                       at 0.10       0.5850                                         0.6
Query 211: 0.8943                       at 0.20       0.5475
Query 212: 0.1327                       at 0.30       0.5132
Query 213: 0.7478                       at 0.40       0.5075




                                                                    Precision
Query 214: 0.0046                       at 0.50       0.4921
Query 215: 0.0476                       at 0.60       0.4312                                         0.4
Query 217: 0.6235                       at 0.70       0.4112
Query 218: 0.8145                       at 0.80       0.3762
Query 219: 0.0285                       at 0.90       0.3418
Query 221: 1.0000                       at 1.00       0.2999
Query 222: 0.0205                                                                                    0.2
Query 223: 0.5000                   Avg. prec. (non-interpolated)
Query 224: 1.0000                   for all rel. documents
Query 225: 0.5000                                     0.4534
Query 226: 0.8750                   Precision:
Query 228: 0.3584                     At    5 docs:   0.4087                                         0.0
Query 229: 0.7982                     At   10 docs:   0.3196                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 230: 0.5023                     At   15 docs:   0.2594
Query 231: 0.0097                     At   20 docs:   0.2261                                                                        Recall
Query 232: 0.0245                     At   30 docs:   0.1891
Query 233: 0.7963                     At 100 docs:    0.0887
Query 234: 0.1625                     At 200 docs:    0.0542                                                               Run humPT04td
Query 235: 0.0455                     At 500 docs:    0.0255                                                            Comparison to median by topic
Query 236: 0.5333                     At 1000 docs:   0.0133
Query 237: 1.0000                                                                                    +1.0
Query 238: 0.0833                   R-Precision (prec. after R
Query 239: 0.1658                   (=num_rel) docs. retrieved):
Query 241: 0.1125                       Exact:        0.3791
Query 242: 0.7088
Query 243: 0.2500
Query 244: 0.0023                                                                                    +0.5
Query 245: 1.0000
Query 246: 0.5000
Query 247: 1.0000
Query 248: 0.8075
Query 249: 0.0931
Query 250: 0.0190
                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
Hummingbird, Monolingual Portuguese, Auto, TD                                                                            Run humPT04tde
Average precision                   Overall statistics                                                                    Recall−Precision Values
(individual queries):               (for 46 queries):                                                 1.0
Query 201: 0.0492                   Total number of documents
Query 202: 0.6080                   over all queries
Query 203: 0.2617                       Retrieved:    46000
Query 204: 0.5914                       Relevant:       678
Query 205: 0.5833                       Rel_ret:        616
                                                                                                     0.8
Query 206: 0.8333
Query 207: 0.3538                   Interpolated Recall -
Query 208: 1.0000                   Precision Averages:
Query 209: 0.0017                       at 0.00       0.6260
Query 210: 0.5949                       at 0.10       0.5786                                         0.6
Query 211: 0.9278                       at 0.20       0.5541
Query 212: 0.2641                       at 0.30       0.5360
Query 213: 0.7939                       at 0.40       0.5245




                                                                    Precision
Query 214: 0.0050                       at 0.50       0.5132
Query 215: 0.2000                       at 0.60       0.4727                                         0.4
Query 217: 0.7296                       at 0.70       0.4412
Query 218: 0.8545                       at 0.80       0.4180
Query 219: 0.0101                       at 0.90       0.3801
Query 221: 1.0000                       at 1.00       0.3323
Query 222: 0.0565                                                                                    0.2
Query 223: 0.5000                   Avg. prec. (non-interpolated)
Query 224: 1.0000                   for all rel. documents
Query 225: 0.5000                                     0.4750
Query 226: 1.0000                   Precision:
Query 228: 0.4505                     At    5 docs:   0.4304                                         0.0
Query 229: 0.8180                     At   10 docs:   0.3326                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 230: 0.4989                     At   15 docs:   0.2725
Query 231: 0.0038                     At   20 docs:   0.2337                                                                        Recall
Query 232: 0.0570                     At   30 docs:   0.1928
Query 233: 0.8507                     At 100 docs:    0.0907
Query 234: 0.1409                     At 200 docs:    0.0564                                                              Run humPT04tde
Query 235: 0.0149                     At 500 docs:    0.0260                                                            Comparison to median by topic
Query 236: 0.5333                     At 1000 docs:   0.0134
Query 237: 1.0000                                                                                    +1.0
Query 238: 0.0769                   R-Precision (prec. after R
Query 239: 0.1061                   (=num_rel) docs. retrieved):
Query 241: 0.0731                       Exact:        0.4071
Query 242: 0.8750
Query 243: 0.2500
Query 244: 0.0073                                                                                    +0.5
Query 245: 1.0000
Query 246: 0.5000
Query 247: 1.0000
Query 248: 0.8057
Query 249: 0.0569
Query 250: 0.0141
                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
U Alicante, Monolingual Portuguese, Auto, TD                                                                            Run IRn−MP−Dexp
Average precision                   Overall statistics
(individual queries):               (for 46 queries):
                                                                                                                          Recall−Precision Values
                                                                                                      1.0
Query 201: 0.0212                   Total number of documents
Query 202: 0.4325                   over all queries
Query 203: 0.2288                       Retrieved:    46000
Query 204: 0.3459                       Relevant:       678
Query 205: 0.0595                       Rel_ret:        538                                          0.8
Query 206: 0.7500
Query 207: 0.0384                   Interpolated Recall -
Query 208: 1.0000                   Precision Averages:
Query 209: 0.0019                       at 0.00       0.5781
Query 210: 0.7019                       at 0.10       0.5465                                         0.6
Query 211: 0.8224                       at 0.20       0.4868
Query 212: 0.1817                       at 0.30       0.4505
Query 213: 0.6419                       at 0.40       0.4238




                                                                    Precision
Query 214: 0.0000                       at 0.50       0.3921
Query 215: 0.0278                       at 0.60       0.3576                                         0.4
Query 217: 0.9325                       at 0.70       0.3369
Query 218: 0.7071                       at 0.80       0.3126
Query 219: 0.0008                       at 0.90       0.2796
Query 221: 0.8552                       at 1.00       0.2521
Query 222: 0.0033                                                                                    0.2
Query 223: 0.2500                   Avg. prec. (non-interpolated)
Query 224: 1.0000                   for all rel. documents
Query 225: 1.0000                                     0.3909
Query 226: 0.1125                   Precision:
Query 228: 0.3614                     At    5 docs:   0.3696                                         0.0
Query 229: 0.2972                     At   10 docs:   0.2870                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 230: 0.4860                     At   15 docs:   0.2275
Query 231: 0.0281                     At   20 docs:   0.2011                                                                        Recall
Query 232: 0.0439                     At   30 docs:   0.1587
Query 233: 0.7045                     At 100 docs:    0.0713
Query 234: 0.0000                     At 200 docs:    0.0437                                                             Run IRn−MP−Dexp
Query 235: 0.0909                     At 500 docs:    0.0212
Query 236: 0.7556                     At 1000 docs:   0.0117                                                            Comparison to median by topic
Query 237: 1.0000                                                                                    +1.0
Query 238: 0.0145                   R-Precision (prec. after R
Query 239: 0.1889                   (=num_rel) docs. retrieved):
Query 241: 0.0162                       Exact:        0.3533
Query 242: 0.5556
Query 243: 0.2500
Query 244: 0.2500                                                                                    +0.5
Query 245: 1.0000
Query 246: 0.0250
Query 247: 1.0000
Query 248: 0.6585
Query 249: 0.1335
Query 250: 0.0058
                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
U Alicante, Monolingual Portuguese, Auto, TD                                                                            Run IRn−MP−nexp
Average precision                   Overall statistics
(individual queries):               (for 46 queries):
                                                                                                                          Recall−Precision Values
                                                                                                      1.0
Query 201: 0.0484                   Total number of documents
Query 202: 0.2607                   over all queries
Query 203: 0.2145                       Retrieved:    46000
Query 204: 0.3690                       Relevant:       678
Query 205: 0.1169                       Rel_ret:        471                                          0.8
Query 206: 0.7000
Query 207: 0.1106                   Interpolated Recall -
Query 208: 0.9250                   Precision Averages:
Query 209: 0.0000                       at 0.00       0.5799
Query 210: 0.3667                       at 0.10       0.5078                                         0.6
Query 211: 0.7556                       at 0.20       0.4636
Query 212: 0.0660                       at 0.30       0.4066
Query 213: 0.5558                       at 0.40       0.3838




                                                                    Precision
Query 214: 0.0000                       at 0.50       0.3634
Query 215: 0.0139                       at 0.60       0.3169                                         0.4
Query 217: 0.8347                       at 0.70       0.2963
Query 218: 0.7339                       at 0.80       0.2736
Query 219: 0.0015                       at 0.90       0.2439
Query 221: 0.7903                       at 1.00       0.2193
Query 222: 0.0034                                                                                    0.2
Query 223: 0.1667                   Avg. prec. (non-interpolated)
Query 224: 1.0000                   for all rel. documents
Query 225: 1.0000                                     0.3532
Query 226: 0.1052                   Precision:
Query 228: 0.2327                     At    5 docs:   0.3391                                         0.0
Query 229: 0.1751                     At   10 docs:   0.2630                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 230: 0.5051                     At   15 docs:   0.2261
Query 231: 0.0837                     At   20 docs:   0.1967                                                                        Recall
Query 232: 0.0396                     At   30 docs:   0.1558
Query 233: 0.6798                     At 100 docs:    0.0678
Query 234: 0.0000                     At 200 docs:    0.0393                                                             Run IRn−MP−nexp
Query 235: 0.0667                     At 500 docs:    0.0188
Query 236: 0.5556                     At 1000 docs:   0.0102                                                            Comparison to median by topic
Query 237: 1.0000                                                                                    +1.0
Query 238: 0.0154                   R-Precision (prec. after R
Query 239: 0.1748                   (=num_rel) docs. retrieved):
Query 241: 0.0298                       Exact:        0.3302
Query 242: 0.5005
Query 243: 0.1429
Query 244: 0.0556                                                                                    +0.5
Query 245: 1.0000
Query 246: 0.0185
Query 247: 1.0000
Query 248: 0.5699
Query 249: 0.2557
Query 250: 0.0050
                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
U Alicante, Monolingual Portuguese, Auto, TD                                                                            Run IRn−MP−Pexp
Average precision                   Overall statistics
(individual queries):               (for 46 queries):
                                                                                                                          Recall−Precision Values
                                                                                                      1.0
Query 201: 0.0190                   Total number of documents
Query 202: 0.4297                   over all queries
Query 203: 0.2478                       Retrieved:    46000
Query 204: 0.4204                       Relevant:       678
Query 205: 0.0595                       Rel_ret:        497                                          0.8
Query 206: 0.4167
Query 207: 0.0426                   Interpolated Recall -
Query 208: 1.0000                   Precision Averages:
Query 209: 0.0342                       at 0.00       0.5512
Query 210: 0.7332                       at 0.10       0.5114                                         0.6
Query 211: 0.8302                       at 0.20       0.4721
Query 212: 0.1330                       at 0.30       0.4304
Query 213: 0.6254                       at 0.40       0.4068




                                                                    Precision
Query 214: 0.0000                       at 0.50       0.3816
Query 215: 0.0244                       at 0.60       0.3544                                         0.4
Query 217: 0.9325                       at 0.70       0.3291
Query 218: 0.6876                       at 0.80       0.2929
Query 219: 0.0008                       at 0.90       0.2633
Query 221: 0.8552                       at 1.00       0.2354
Query 222: 0.0079                                                                                    0.2
Query 223: 0.2500                   Avg. prec. (non-interpolated)
Query 224: 1.0000                   for all rel. documents
Query 225: 0.3333                                     0.3750
Query 226: 0.1613                   Precision:
Query 228: 0.3614                     At    5 docs:   0.3739                                         0.0
Query 229: 0.2151                     At   10 docs:   0.2870                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 230: 0.5649                     At   15 docs:   0.2261
Query 231: 0.0281                     At   20 docs:   0.1978                                                                        Recall
Query 232: 0.0511                     At   30 docs:   0.1594
Query 233: 0.7045                     At 100 docs:    0.0720
Query 234: 0.0000                     At 200 docs:    0.0427                                                             Run IRn−MP−Pexp
Query 235: 0.1111                     At 500 docs:    0.0196
Query 236: 0.7222                     At 1000 docs:   0.0108                                                            Comparison to median by topic
Query 237: 1.0000                                                                                    +1.0
Query 238: 0.0143                   R-Precision (prec. after R
Query 239: 0.1483                   (=num_rel) docs. retrieved):
Query 241: 0.0125                       Exact:        0.3225
Query 242: 0.8088
Query 243: 0.1429
Query 244: 0.2500                                                                                    +0.5
Query 245: 1.0000
Query 246: 0.0238
Query 247: 1.0000
Query 248: 0.7028
Query 249: 0.1335
Query 250: 0.0078
                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
Thomson Legal, Monolingual Portuguese, Auto, TD                                                                               Run tlrpt1
Average precision                   Overall statistics
(individual queries):               (for 46 queries):                                                                     Recall−Precision Values
                                                                                                      1.0
Query 201: 0.0295                   Total number of documents
Query 202: 0.4328                   over all queries
Query 203: 0.2695                       Retrieved:    46000
Query 204: 0.5495                       Relevant:       678
Query 205: 0.5000                       Rel_ret:        616                                          0.8
Query 206: 0.6667
Query 207: 0.2383                   Interpolated Recall -
Query 208: 1.0000                   Precision Averages:
Query 209: 0.0000                       at 0.00       0.6021
Query 210: 0.4190                       at 0.10       0.5979                                         0.6
Query 211: 0.8267                       at 0.20       0.5505
Query 212: 0.1368                       at 0.30       0.4922
Query 213: 0.6509                       at 0.40       0.4826




                                                                    Precision
Query 214: 0.0042                       at 0.50       0.4723
Query 215: 0.0455                       at 0.60       0.4174                                         0.4
Query 217: 0.6738                       at 0.70       0.4003
Query 218: 0.7513                       at 0.80       0.3605
Query 219: 0.0071                       at 0.90       0.3282
Query 221: 0.9151                       at 1.00       0.3052
Query 222: 0.0193                                                                                    0.2
Query 223: 0.5000                   Avg. prec. (non-interpolated)
Query 224: 1.0000                   for all rel. documents
Query 225: 1.0000                                     0.4458
Query 226: 0.9167                   Precision:
Query 228: 0.3557                     At    5 docs:   0.3870                                         0.0
Query 229: 0.8013                     At   10 docs:   0.2913                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 230: 0.4529                     At   15 docs:   0.2464
Query 231: 0.0300                     At   20 docs:   0.2130                                                                        Recall
Query 232: 0.0630                     At   30 docs:   0.1775
Query 233: 0.5369                     At 100 docs:    0.0857
Query 234: 0.0406                     At 200 docs:    0.0539                                                                      Run tlrpt1
Query 235: 0.0263                     At 500 docs:    0.0253
Query 236: 0.5000                     At 1000 docs:   0.0134                                                            Comparison to median by topic
Query 237: 1.0000                                                                                    +1.0
Query 238: 0.0400                   R-Precision (prec. after R
Query 239: 0.0933                   (=num_rel) docs. retrieved):
Query 241: 0.0701                       Exact:        0.4017
Query 242: 0.8500
Query 243: 0.1111
Query 244: 0.0026                                                                                    +0.5
Query 245: 1.0000
Query 246: 1.0000
Query 247: 1.0000
Query 248: 0.7496
Query 249: 0.1863
Query 250: 0.0446
                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
Thomson Legal, Monolingual Portuguese, Auto, TD                                                                               Run tlrpt2
Average precision                   Overall statistics
(individual queries):               (for 46 queries):                                                                     Recall−Precision Values
                                                                                                      1.0
Query 201: 0.0343                   Total number of documents
Query 202: 0.4317                   over all queries
Query 203: 0.2695                       Retrieved:    46000
Query 204: 0.5495                       Relevant:       678
Query 205: 0.5000                       Rel_ret:        616                                          0.8
Query 206: 0.6667
Query 207: 0.2383                   Interpolated Recall -
Query 208: 1.0000                   Precision Averages:
Query 209: 0.0000                       at 0.00       0.6053
Query 210: 0.4377                       at 0.10       0.6002                                         0.6
Query 211: 0.8267                       at 0.20       0.5550
Query 212: 0.1393                       at 0.30       0.4953
Query 213: 0.6509                       at 0.40       0.4869




                                                                    Precision
Query 214: 0.0038                       at 0.50       0.4735
Query 215: 0.0455                       at 0.60       0.4211                                         0.4
Query 217: 0.6738                       at 0.70       0.4049
Query 218: 0.7546                       at 0.80       0.3624
Query 219: 0.0085                       at 0.90       0.3323
Query 221: 0.9151                       at 1.00       0.3085
Query 222: 0.0239                                                                                    0.2
Query 223: 0.5000                   Avg. prec. (non-interpolated)
Query 224: 1.0000                   for all rel. documents
Query 225: 1.0000                                     0.4469
Query 226: 0.9167                   Precision:
Query 228: 0.3557                     At    5 docs:   0.3913                                         0.0
Query 229: 0.8013                     At   10 docs:   0.2935                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 230: 0.4529                     At   15 docs:   0.2464
Query 231: 0.0421                     At   20 docs:   0.2098                                                                        Recall
Query 232: 0.0647                     At   30 docs:   0.1812
Query 233: 0.5369                     At 100 docs:    0.0867
Query 234: 0.0489                     At 200 docs:    0.0541                                                                      Run tlrpt2
Query 235: 0.0263                     At 500 docs:    0.0253
Query 236: 0.5333                     At 1000 docs:   0.0134                                                            Comparison to median by topic
Query 237: 1.0000                                                                                    +1.0
Query 238: 0.0400                   R-Precision (prec. after R
Query 239: 0.0746                   (=num_rel) docs. retrieved):
Query 241: 0.0701                       Exact:        0.4044
Query 242: 0.8500
Query 243: 0.1111
Query 244: 0.0026                                                                                    +0.5
Query 245: 1.0000
Query 246: 1.0000
Query 247: 1.0000
Query 248: 0.7264
Query 249: 0.1891
Query 250: 0.0446
                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
U Amsterdam, Monolingual Portuguese, Auto, TD                                                                           Run UAmsC04PoPo4GiSb
Average precision                   Overall statistics                                                                      Recall−Precision Values
(individual queries):               (for 46 queries):                                                 1.0
Query 201: 0.0146                   Total number of documents
Query 202: 0.7994                   over all queries
Query 203: 0.2342                       Retrieved:    46000
Query 204: 0.8571                       Relevant:       678
Query 205: 0.5909                       Rel_ret:        605
                                                                                                     0.8
Query 206: 0.8333
Query 207: 0.3349                   Interpolated Recall -
Query 208: 1.0000                   Precision Averages:
Query 209: 0.0348                       at 0.00       0.5467
Query 210: 0.8509                       at 0.10       0.5372                                         0.6
Query 211: 0.9328                       at 0.20       0.5121
Query 212: 0.1517                       at 0.30       0.4852
Query 213: 0.7426                       at 0.40       0.4667




                                                                    Precision
Query 214: 0.0819                       at 0.50       0.4489
Query 215: 0.1000                       at 0.60       0.3897                                         0.4
Query 217: 0.0702                       at 0.70       0.3555
Query 218: 0.8109                       at 0.80       0.3389
Query 219: 0.1224                       at 0.90       0.3015
Query 221: 0.8542                       at 1.00       0.2666
Query 222: 0.0045                                                                                    0.2
Query 223: 0.5000                   Avg. prec. (non-interpolated)
Query 224: 1.0000                   for all rel. documents
Query 225: 0.0833                                     0.4110
Query 226: 0.5012                   Precision:
Query 228: 0.4452                     At    5 docs:   0.3565                                         0.0
Query 229: 0.5779                     At   10 docs:   0.2804                                           0.0        0.2         0.4              0.6        0.8   1.0
Query 230: 0.3873                     At   15 docs:   0.2464
Query 231: 0.0125                     At   20 docs:   0.2174                                                                          Recall
Query 232: 0.0360                     At   30 docs:   0.1725
Query 233: 0.5322                     At 100 docs:    0.0848
Query 234: 0.0711                     At 200 docs:    0.0526                                                            Run UAmsC04PoPo4GiSb
Query 235: 0.0137                     At 500 docs:    0.0253                                                              Comparison to median by topic
Query 236: 0.5536                     At 1000 docs:   0.0132
Query 237: 1.0000                                                                                    +1.0
Query 238: 0.0625                   R-Precision (prec. after R
Query 239: 0.1574                   (=num_rel) docs. retrieved):
Query 241: 0.0103                       Exact:        0.3647
Query 242: 0.3500
Query 243: 0.0769
Query 244: 0.0132                                                                                    +0.5
Query 245: 1.0000
Query 246: 0.3333
Query 247: 1.0000
Query 248: 0.5913
Query 249: 0.1440
Query 250: 0.0314
                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210        220               230        240   250

                                                                                                                                    Topic number
U Amsterdam, Monolingual Portuguese, Auto, TD                                                                           Run UAmsC04PoPo4GiWd
Average precision                   Overall statistics                                                                      Recall−Precision Values
(individual queries):               (for 46 queries):                                                 1.0
Query 201: 0.0085                   Total number of documents
Query 202: 0.8027                   over all queries
Query 203: 0.2394                       Retrieved:    46000
Query 204: 0.8075                       Relevant:       678
Query 205: 0.3167                       Rel_ret:        595
                                                                                                     0.8
Query 206: 0.6667
Query 207: 0.1986                   Interpolated Recall -
Query 208: 1.0000                   Precision Averages:
Query 209: 0.0278                       at 0.00       0.5534
Query 210: 0.8833                       at 0.10       0.5311                                         0.6
Query 211: 0.9333                       at 0.20       0.5184
Query 212: 0.2149                       at 0.30       0.5052
Query 213: 0.7459                       at 0.40       0.4703




                                                                    Precision
Query 214: 0.0227                       at 0.50       0.4494
Query 215: 0.0556                       at 0.60       0.3991                                         0.4
Query 217: 0.8766                       at 0.70       0.3719
Query 218: 0.8250                       at 0.80       0.3476
Query 219: 0.2292                       at 0.90       0.3094
Query 221: 0.8819                       at 1.00       0.2768
Query 222: 0.0029                                                                                    0.2
Query 223: 1.0000                   Avg. prec. (non-interpolated)
Query 224: 1.0000                   for all rel. documents
Query 225: 0.1111                                     0.4180
Query 226: 0.5012                   Precision:
Query 228: 0.4175                     At    5 docs:   0.3565                                         0.0
Query 229: 0.5891                     At   10 docs:   0.2957                                           0.0        0.2         0.4              0.6        0.8   1.0
Query 230: 0.4467                     At   15 docs:   0.2507
Query 231: 0.0021                     At   20 docs:   0.2130                                                                          Recall
Query 232: 0.0071                     At   30 docs:   0.1768
Query 233: 0.5463                     At 100 docs:    0.0817
Query 234: 0.0046                     At 200 docs:    0.0522                                                            Run UAmsC04PoPo4GiWd
Query 235: 0.0769                     At 500 docs:    0.0248                                                              Comparison to median by topic
Query 236: 0.5873                     At 1000 docs:   0.0129
Query 237: 0.5873                                                                                    +1.0
Query 238: 0.0312                   R-Precision (prec. after R
Query 239: 0.1414                   (=num_rel) docs. retrieved):
Query 241: 0.0205                       Exact:        0.3713
Query 242: 0.2264
Query 243: 0.0833
Query 244: 0.0833                                                                                    +0.5
Query 245: 1.0000
Query 246: 0.3333
Query 247: 1.0000
Query 248: 0.5400
Query 249: 0.1024
Query 250: 0.0506
                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210        220               230        240   250

                                                                                                                                    Topic number
U Amsterdam, Monolingual Portuguese, Auto, TD                                                                           Run UAmsC04PoPoAll
Average precision                   Overall statistics                                                                     Recall−Precision Values
(individual queries):               (for 46 queries):                                                 1.0
Query 201: 0.0105                   Total number of documents
Query 202: 0.8166                   over all queries
Query 203: 0.2728                       Retrieved:    46000
Query 204: 0.8857                       Relevant:       678
Query 205: 0.3611                       Rel_ret:        610
                                                                                                     0.8
Query 206: 0.6667
Query 207: 0.2163                   Interpolated Recall -
Query 208: 1.0000                   Precision Averages:
Query 209: 0.0159                       at 0.00       0.5827
Query 210: 0.8509                       at 0.10       0.5638                                         0.6
Query 211: 0.9514                       at 0.20       0.5345
Query 212: 0.2085                       at 0.30       0.5008
Query 213: 0.7752                       at 0.40       0.4827




                                                                    Precision
Query 214: 0.0519                       at 0.50       0.4659
Query 215: 0.1667                       at 0.60       0.4039                                         0.4
Query 217: 0.6782                       at 0.70       0.3737
Query 218: 0.8533                       at 0.80       0.3564
Query 219: 0.1294                       at 0.90       0.3249
Query 221: 0.8774                       at 1.00       0.2892
Query 222: 0.0038                                                                                    0.2
Query 223: 0.5000                   Avg. prec. (non-interpolated)
Query 224: 1.0000                   for all rel. documents
Query 225: 0.2000                                     0.4326
Query 226: 0.5250                   Precision:
Query 228: 0.4795                     At    5 docs:   0.4043                                         0.0
Query 229: 0.6324                     At   10 docs:   0.3174                                           0.0        0.2        0.4              0.6        0.8   1.0
Query 230: 0.4509                     At   15 docs:   0.2522
Query 231: 0.0092                     At   20 docs:   0.2207                                                                         Recall
Query 232: 0.0207                     At   30 docs:   0.1790
Query 233: 0.5643                     At 100 docs:    0.0870
Query 234: 0.0218                     At 200 docs:    0.0540                                                            Run UAmsC04PoPoAll
Query 235: 0.0476                     At 500 docs:    0.0254                                                             Comparison to median by topic
Query 236: 0.6095                     At 1000 docs:   0.0133
Query 237: 1.0000                                                                                    +1.0
Query 238: 0.0312                   R-Precision (prec. after R
Query 239: 0.1825                   (=num_rel) docs. retrieved):
Query 241: 0.0228                       Exact:        0.3706
Query 242: 0.4083
Query 243: 0.1111
Query 244: 0.0204                                                                                    +0.5
Query 245: 1.0000
Query 246: 0.3333
Query 247: 1.0000
Query 248: 0.6178
Query 249: 0.2759
Query 250: 0.0446
                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210       220               230        240   250

                                                                                                                                   Topic number
Université de Neuchâtel, Monolingual Portuguese, Auto, TD                                                                  Run UniNEpt1
Average precision                   Overall statistics
(individual queries):               (for 46 queries):
                                                                                                                          Recall−Precision Values
                                                                                                      1.0
Query 201: 0.0466                   Total number of documents
Query 202: 0.6865                   over all queries
Query 203: 0.3278                       Retrieved:    46000
Query 204: 0.8044                       Relevant:       678
Query 205: 0.6429                       Rel_ret:        611                                          0.8
Query 206: 0.8333
Query 207: 0.2633                   Interpolated Recall -
Query 208: 1.0000                   Precision Averages:
Query 209: 0.0175                       at 0.00       0.6586
Query 210: 0.8262                       at 0.10       0.6319                                         0.6
Query 211: 0.9325                       at 0.20       0.5947
Query 212: 0.3272                       at 0.30       0.5549
Query 213: 0.6872                       at 0.40       0.5364




                                                                    Precision
Query 214: 0.0066                       at 0.50       0.5225
Query 215: 0.0714                       at 0.60       0.4735                                         0.4
Query 217: 1.0000                       at 0.70       0.4488
Query 218: 0.8405                       at 0.80       0.4201
Query 219: 0.2436                       at 0.90       0.3936
Query 221: 0.9762                       at 1.00       0.3534
Query 222: 0.0409                                                                                    0.2
Query 223: 1.0000                   Avg. prec. (non-interpolated)
Query 224: 1.0000                   for all rel. documents
Query 225: 0.2500                                     0.5004
Query 226: 0.9500                   Precision:
Query 228: 0.5512                     At    5 docs:   0.4522                                         0.0
Query 229: 0.7751                     At   10 docs:   0.3457                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 230: 0.4431                     At   15 docs:   0.2855
Query 231: 0.0051                     At   20 docs:   0.2446                                                                        Recall
Query 232: 0.1626                     At   30 docs:   0.1928
Query 233: 0.8335                     At 100 docs:    0.0909
Query 234: 0.2679                     At 200 docs:    0.0542                                                                Run UniNEpt1
Query 235: 0.0400                     At 500 docs:    0.0256
Query 236: 0.8667                     At 1000 docs:   0.0133                                                            Comparison to median by topic
Query 237: 1.0000                                                                                    +1.0
Query 238: 0.0556                   R-Precision (prec. after R
Query 239: 0.1359                   (=num_rel) docs. retrieved):
Query 241: 0.0122                       Exact:        0.4243
Query 242: 0.4409
Query 243: 0.1429
Query 244: 0.0012                                                                                    +0.5
Query 245: 1.0000
Query 246: 0.5000
Query 247: 1.0000
Query 248: 0.7213
Query 249: 0.2719
Query 250: 0.0157
                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
Université de Neuchâtel, Monolingual Portuguese, Auto, TD                                                                  Run UniNEpt2
Average precision                   Overall statistics
(individual queries):               (for 46 queries):
                                                                                                                          Recall−Precision Values
                                                                                                      1.0
Query 201: 0.0233                   Total number of documents
Query 202: 0.7243                   over all queries
Query 203: 0.2808                       Retrieved:    46000
Query 204: 0.9367                       Relevant:       678
Query 205: 0.6667                       Rel_ret:        617                                          0.8
Query 206: 0.8333
Query 207: 0.2787                   Interpolated Recall -
Query 208: 1.0000                   Precision Averages:
Query 209: 0.0081                       at 0.00       0.6584
Query 210: 0.7862                       at 0.10       0.6348                                         0.6
Query 211: 0.9358                       at 0.20       0.6167
Query 212: 0.3576                       at 0.30       0.5841
Query 213: 0.8002                       at 0.40       0.5691




                                                                    Precision
Query 214: 0.0081                       at 0.50       0.5552
Query 215: 0.0588                       at 0.60       0.4883                                         0.4
Query 217: 0.9683                       at 0.70       0.4657
Query 218: 0.8420                       at 0.80       0.4376
Query 219: 0.6111                       at 0.90       0.3950
Query 221: 0.9583                       at 1.00       0.3533
Query 222: 0.0581                                                                                    0.2
Query 223: 1.0000                   Avg. prec. (non-interpolated)
Query 224: 1.0000                   for all rel. documents
Query 225: 0.0667                                     0.5105
Query 226: 0.5250                   Precision:
Query 228: 0.5618                     At    5 docs:   0.4565                                         0.0
Query 229: 0.8232                     At   10 docs:   0.3522                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 230: 0.4486                     At   15 docs:   0.2841
Query 231: 0.0066                     At   20 docs:   0.2478                                                                        Recall
Query 232: 0.1419                     At   30 docs:   0.1964
Query 233: 0.8216                     At 100 docs:    0.0928
Query 234: 0.5833                     At 200 docs:    0.0555                                                                Run UniNEpt2
Query 235: 0.1000                     At 500 docs:    0.0255
Query 236: 0.8056                     At 1000 docs:   0.0134                                                            Comparison to median by topic
Query 237: 1.0000                                                                                    +1.0
Query 238: 0.0455                   R-Precision (prec. after R
Query 239: 0.1800                   (=num_rel) docs. retrieved):
Query 241: 0.0176                       Exact:        0.4565
Query 242: 0.6838
Query 243: 0.3333
Query 244: 0.0018                                                                                    +0.5
Query 245: 1.0000
Query 246: 0.3333
Query 247: 1.0000
Query 248: 0.7126
Query 249: 0.1508
Query 250: 0.0058
                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
Université de Neuchâtel, Monolingual Portuguese, Auto, TD                                                                  Run UniNEpt3
Average precision                   Overall statistics
(individual queries):               (for 46 queries):
                                                                                                                          Recall−Precision Values
                                                                                                      1.0
Query 201: 0.0269                   Total number of documents
Query 202: 0.7639                   over all queries
Query 203: 0.3180                       Retrieved:    46000
Query 204: 0.8121                       Relevant:       678
Query 205: 0.6000                       Rel_ret:        611                                          0.8
Query 206: 0.8333
Query 207: 0.2845                   Interpolated Recall -
Query 208: 1.0000                   Precision Averages:
Query 209: 0.0136                       at 0.00       0.6701
Query 210: 0.9667                       at 0.10       0.6467                                         0.6
Query 211: 0.9427                       at 0.20       0.6143
Query 212: 0.3275                       at 0.30       0.5726
Query 213: 0.7518                       at 0.40       0.5605




                                                                    Precision
Query 214: 0.0120                       at 0.50       0.5467
Query 215: 0.0476                       at 0.60       0.4893                                         0.4
Query 217: 1.0000                       at 0.70       0.4700
Query 218: 0.8679                       at 0.80       0.4492
Query 219: 0.1625                       at 0.90       0.4128
Query 221: 0.9444                       at 1.00       0.3744
Query 222: 0.0629                                                                                    0.2
Query 223: 1.0000                   Avg. prec. (non-interpolated)
Query 224: 1.0000                   for all rel. documents
Query 225: 0.2000                                     0.5188
Query 226: 0.8167                   Precision:
Query 228: 0.5514                     At    5 docs:   0.4478                                         0.0
Query 229: 0.7466                     At   10 docs:   0.3522                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 230: 0.4527                     At   15 docs:   0.2826
Query 231: 0.0046                     At   20 docs:   0.2391                                                                        Recall
Query 232: 0.1358                     At   30 docs:   0.1949
Query 233: 0.7702                     At 100 docs:    0.0907
Query 234: 1.0000                     At 200 docs:    0.0540                                                                Run UniNEpt3
Query 235: 0.0286                     At 500 docs:    0.0250
Query 236: 0.7556                     At 1000 docs:   0.0133                                                            Comparison to median by topic
Query 237: 1.0000                                                                                    +1.0
Query 238: 0.0667                   R-Precision (prec. after R
Query 239: 0.0944                   (=num_rel) docs. retrieved):
Query 241: 0.0090                       Exact:        0.4669
Query 242: 0.3930
Query 243: 0.1111
Query 244: 0.0015                                                                                    +0.5
Query 245: 1.0000
Query 246: 1.0000
Query 247: 1.0000
Query 248: 0.6926
Query 249: 0.2685
Query 250: 0.0283
                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
FCUL Lisbon, Monolingual Portuguese, Manual, missing                                                                    Run XLDBTumba01
Average precision                   Overall statistics                                                                    Recall−Precision Values
(individual queries):               (for 46 queries):                                                 1.0
Query 201: 0.0000                   Total number of documents
Query 202: 0.1570                   over all queries
Query 203: 0.0405                       Retrieved:      209
Query 204: 0.1667                       Relevant:       678
Query 205: 0.6111                       Rel_ret:         79
                                                                                                     0.8
Query 206: 0.0000
Query 207: 0.1817                   Interpolated Recall -
Query 208: 0.6000                   Precision Averages:
Query 209: 0.0000                       at 0.00       0.4738
Query 210: 0.0286                       at 0.10       0.3578                                         0.6
Query 211: 0.2500                       at 0.20       0.3578
Query 212: 0.4714                       at 0.30       0.2928
Query 213: 0.0464                       at 0.40       0.2717




                                                                    Precision
Query 214: 0.2205                       at 0.50       0.2564
Query 215: 0.0000                       at 0.60       0.1483                                         0.4
Query 217: 0.0000                       at 0.70       0.1121
Query 218: 0.0476                       at 0.80       0.1121
Query 219: 0.0000                       at 0.90       0.1121
Query 221: 1.0000                       at 1.00       0.1121
Query 222: 0.0000                                                                                    0.2
Query 223: 0.0000                   Avg. prec. (non-interpolated)
Query 224: 0.0000                   for all rel. documents
Query 225: 1.0000                                     0.2184
Query 226: 0.2500                   Precision:
Query 228: 0.0510                     At    5 docs:   0.2696                                         0.0
Query 229: 0.0026                     At   10 docs:   0.1587                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 230: 0.0256                     At   15 docs:   0.1145
Query 231: 0.0000                     At   20 docs:   0.0859                                                                        Recall
Query 232: 0.0000                     At   30 docs:   0.0572
Query 233: 0.0000                     At 100 docs:    0.0172
Query 234: 0.5833                     At 200 docs:    0.0086                                                            Run XLDBTumba01
Query 235: 0.0000                     At 500 docs:    0.0034                                                            Comparison to median by topic
Query 236: 0.5333                     At 1000 docs:   0.0017
Query 237: 1.0000                                                                                    +1.0
Query 238: 0.0000                   R-Precision (prec. after R
Query 239: 0.0000                   (=num_rel) docs. retrieved):
Query 241: 0.0259                       Exact:        0.2241
Query 242: 0.2250
Query 243: 0.0000
Query 244: 0.0000                                                                                    +0.5
Query 245: 0.5556
Query 246: 0.0000
Query 247: 0.5000
Query 248: 0.1400
Query 249: 0.5000
Query 250: 0.8333
                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
FCUL Lisbon, Monolingual Portuguese, Manual, missing                                                                    Run XLDBTumba02
Average precision                   Overall statistics                                                                    Recall−Precision Values
(individual queries):               (for 46 queries):                                                 1.0
Query 201: 0.0000                   Total number of documents
Query 202: 0.1667                   over all queries
Query 203: 0.1592                       Retrieved:     2350
Query 204: 0.2517                       Relevant:       678
Query 205: 0.0714                       Rel_ret:        168
                                                                                                     0.8
Query 206: 0.0000
Query 207: 0.4167                   Interpolated Recall -
Query 208: 1.0000                   Precision Averages:
Query 209: 0.0000                       at 0.00       0.5677
Query 210: 0.0286                       at 0.10       0.5054                                         0.6
Query 211: 0.5364                       at 0.20       0.4216
Query 212: 0.4689                       at 0.30       0.3363
Query 213: 0.0000                       at 0.40       0.2922




                                                                    Precision
Query 214: 0.1547                       at 0.50       0.2457
Query 215: 0.0000                       at 0.60       0.2124                                         0.4
Query 217: 0.4275                       at 0.70       0.1938
Query 218: 0.7416                       at 0.80       0.1815
Query 219: 0.0000                       at 0.90       0.1671
Query 221: 0.5812                       at 1.00       0.1542
Query 222: 0.0000                                                                                    0.2
Query 223: 1.0000                   Avg. prec. (non-interpolated)
Query 224: 0.0000                   for all rel. documents
Query 225: 1.0000                                     0.2810
Query 226: 0.3435                   Precision:
Query 228: 0.0154                     At    5 docs:   0.2783                                         0.0
Query 229: 0.0026                     At   10 docs:   0.2022                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 230: 0.4200                     At   15 docs:   0.1609
Query 231: 0.0000                     At   20 docs:   0.1359                                                                        Recall
Query 232: 0.0737                     At   30 docs:   0.0978
Query 233: 0.2902                     At 100 docs:    0.0354
Query 234: 0.2679                     At 200 docs:    0.0183                                                            Run XLDBTumba02
Query 235: 0.0000                     At 500 docs:    0.0073                                                            Comparison to median by topic
Query 236: 0.5333                     At 1000 docs:   0.0037
Query 237: 1.0000                                                                                    +1.0
Query 238: 0.0000                   R-Precision (prec. after R
Query 239: 0.0123                   (=num_rel) docs. retrieved):
Query 241: 0.0175                       Exact:        0.2628
Query 242: 0.5469
Query 243: 0.0357
Query 244: 0.0000                                                                                    +0.5
Query 245: 1.0000
Query 246: 0.3333
Query 247: 0.3750
Query 248: 0.2750
Query 249: 0.3344
Query 250: 0.0435
                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
FCUL Lisbon, Monolingual Portuguese, Manual, missing                                                                    Run XLDBTumba04
Average precision                   Overall statistics                                                                    Recall−Precision Values
(individual queries):               (for 46 queries):                                                 1.0
Query 201: 0.0000                   Total number of documents
Query 202: 0.1556                   over all queries
Query 203: 0.1430                       Retrieved:     2350
Query 204: 0.2517                       Relevant:       678
Query 205: 0.2500                       Rel_ret:        168
                                                                                                     0.8
Query 206: 0.0000
Query 207: 0.3375                   Interpolated Recall -
Query 208: 1.0000                   Precision Averages:
Query 209: 0.0000                       at 0.00       0.5532
Query 210: 0.0286                       at 0.10       0.4689                                         0.6
Query 211: 0.5036                       at 0.20       0.3996
Query 212: 0.3282                       at 0.30       0.3614
Query 213: 0.0000                       at 0.40       0.3064




                                                                    Precision
Query 214: 0.0488                       at 0.50       0.2561
Query 215: 0.0000                       at 0.60       0.2081                                         0.4
Query 217: 0.4110                       at 0.70       0.1918
Query 218: 0.8040                       at 0.80       0.1794
Query 219: 0.0000                       at 0.90       0.1670
Query 221: 0.6416                       at 1.00       0.1545
Query 222: 0.0000                                                                                    0.2
Query 223: 0.2000                   Avg. prec. (non-interpolated)
Query 224: 0.0000                   for all rel. documents
Query 225: 1.0000                                     0.2775
Query 226: 0.4050                   Precision:
Query 228: 0.0176                     At    5 docs:   0.2957                                         0.0
Query 229: 0.0026                     At   10 docs:   0.2087                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 230: 0.4200                     At   15 docs:   0.1638
Query 231: 0.0000                     At   20 docs:   0.1326                                                                        Recall
Query 232: 0.0737                     At   30 docs:   0.1007
Query 233: 0.2902                     At 100 docs:    0.0359
Query 234: 0.2679                     At 200 docs:    0.0183                                                            Run XLDBTumba04
Query 235: 0.0000                     At 500 docs:    0.0073                                                            Comparison to median by topic
Query 236: 0.7000                     At 1000 docs:   0.0037
Query 237: 1.0000                                                                                    +1.0
Query 238: 0.0000                   R-Precision (prec. after R
Query 239: 0.0123                   (=num_rel) docs. retrieved):
Query 241: 0.0669                       Exact:        0.2726
Query 242: 0.5469
Query 243: 0.0357
Query 244: 0.0000                                                                                    +0.5
Query 245: 1.0000
Query 246: 1.0000
Query 247: 0.3750
Query 248: 0.2750
Query 249: 0.1271
Query 250: 0.0435
                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
FCUL Lisbon, Monolingual Portuguese, Manual, missing                                                                    Run XLDBTumba05
Average precision                   Overall statistics                                                                    Recall−Precision Values
(individual queries):               (for 46 queries):                                                 1.0
Query 201: 0.0000                   Total number of documents
Query 202: 0.0648                   over all queries
Query 203: 0.0962                       Retrieved:     2350
Query 204: 0.1374                       Relevant:       678
Query 205: 0.2500                       Rel_ret:        168
                                                                                                     0.8
Query 206: 0.0000
Query 207: 0.3375                   Interpolated Recall -
Query 208: 1.0000                   Precision Averages:
Query 209: 0.0000                       at 0.00       0.4694
Query 210: 0.0222                       at 0.10       0.4101                                         0.6
Query 211: 0.4391                       at 0.20       0.3716
Query 212: 0.4571                       at 0.30       0.3397
Query 213: 0.0000                       at 0.40       0.2854




                                                                    Precision
Query 214: 0.0576                       at 0.50       0.2508
Query 215: 0.0000                       at 0.60       0.1989                                         0.4
Query 217: 0.3608                       at 0.70       0.1787
Query 218: 0.7852                       at 0.80       0.1663
Query 219: 0.0000                       at 0.90       0.1538
Query 221: 0.4957                       at 1.00       0.1412
Query 222: 0.0000                                                                                    0.2
Query 223: 0.1667                   Avg. prec. (non-interpolated)
Query 224: 0.0000                   for all rel. documents
Query 225: 1.0000                                     0.2513
Query 226: 0.1758                   Precision:
Query 228: 0.0154                     At    5 docs:   0.2565                                         0.0
Query 229: 0.0026                     At   10 docs:   0.1870                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 230: 0.1409                     At   15 docs:   0.1406
Query 231: 0.0000                     At   20 docs:   0.1185                                                                        Recall
Query 232: 0.0368                     At   30 docs:   0.0899
Query 233: 0.1322                     At 100 docs:    0.0352
Query 234: 0.4167                     At 200 docs:    0.0183                                                            Run XLDBTumba05
Query 235: 0.0000                     At 500 docs:    0.0073                                                            Comparison to median by topic
Query 236: 0.7000                     At 1000 docs:   0.0037
Query 237: 1.0000                                                                                    +1.0
Query 238: 0.0000                   R-Precision (prec. after R
Query 239: 0.0123                   (=num_rel) docs. retrieved):
Query 241: 0.0519                       Exact:        0.2673
Query 242: 0.5469
Query 243: 0.0345
Query 244: 0.0000                                                                                    +0.5
Query 245: 0.7222
Query 246: 1.0000
Query 247: 0.3750
Query 248: 0.2100
Query 249: 0.0570
Query 250: 0.2579
                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
JHU/APL, Monolingual Russian, Auto, TD                                                                                     Run aplmorua
Average precision                   Overall statistics
(individual queries):               (for 34 queries):
                                                                                                                          Recall−Precision Values
                                                                                                      1.0
Query 201: 0.0097                   Total number of documents
Query 202: 0.2619                   over all queries
Query 203: 0.0040                       Retrieved:    34000
Query 207: 0.0000                       Relevant:       123
Query 209: 0.8333                       Rel_ret:         98                                          0.8
Query 210: 0.4446
Query 211: 1.0000                   Interpolated Recall -
Query 212: 0.2109                   Precision Averages:
Query 213: 0.4278                       at 0.00       0.4481
Query 214: 0.1151                       at 0.10       0.4448                                         0.6
Query 215: 0.3333                       at 0.20       0.4289
Query 216: 0.0357                       at 0.30       0.3900
Query 218: 0.2500                       at 0.40       0.3487




                                                                    Precision
Query 220: 0.0272                       at 0.50       0.3394
Query 221: 0.3167                       at 0.60       0.2526                                         0.4
Query 224: 0.1000                       at 0.70       0.2003
Query 225: 0.5436                       at 0.80       0.1926
Query 226: 0.5000                       at 0.90       0.1778
Query 227: 0.1250                       at 1.00       0.1766
Query 228: 0.0052                                                                                    0.2
Query 230: 0.3818                   Avg. prec. (non-interpolated)
Query 231: 0.5000                   for all rel. documents
Query 232: 0.0440                                     0.2974
Query 233: 0.0878                   Precision:
Query 234: 0.0492                     At    5 docs:   0.1882                                         0.0
Query 235: 0.0367                     At   10 docs:   0.1353                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 237: 0.4167                     At   15 docs:   0.1059
Query 238: 1.0000                     At   20 docs:   0.0838                                                                        Recall
Query 239: 0.6754                     At   30 docs:   0.0647
Query 241: 0.1261                     At 100 docs:    0.0235
Query 242: 0.0345                     At 200 docs:    0.0129                                                                Run aplmorua
Query 244: 1.0000                     At 500 docs:    0.0055
Query 245: 0.1157                     At 1000 docs:   0.0029                                                            Comparison to median by topic
Query 250: 0.1000                                                                                    +1.0
                                    R-Precision (prec. after R
                                    (=num_rel) docs. retrieved):
                                        Exact:        0.2472


                                                                                                     +0.5




                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
JHU/APL, Monolingual Russian, Auto, TD                                                                                     Run aplmorub
Average precision                   Overall statistics
(individual queries):               (for 34 queries):
                                                                                                                          Recall−Precision Values
                                                                                                      1.0
Query 201: 0.0108                   Total number of documents
Query 202: 0.0806                   over all queries
Query 203: 0.0063                       Retrieved:    34000
Query 207: 0.0000                       Relevant:       123
Query 209: 1.0000                       Rel_ret:        100                                          0.8
Query 210: 0.4410
Query 211: 1.0000                   Interpolated Recall -
Query 212: 0.3934                   Precision Averages:
Query 213: 0.3077                       at 0.00       0.4554
Query 214: 0.1111                       at 0.10       0.4517                                         0.6
Query 215: 1.0000                       at 0.20       0.4237
Query 216: 0.0109                       at 0.30       0.3835
Query 218: 0.2500                       at 0.40       0.3457




                                                                    Precision
Query 220: 0.0470                       at 0.50       0.3342
Query 221: 0.3214                       at 0.60       0.2751                                         0.4
Query 224: 0.1250                       at 0.70       0.2256
Query 225: 0.4874                       at 0.80       0.2148
Query 226: 0.5000                       at 0.90       0.2082
Query 227: 0.0132                       at 1.00       0.2059
Query 228: 0.0036                                                                                    0.2
Query 230: 0.3277                   Avg. prec. (non-interpolated)
Query 231: 1.0000                   for all rel. documents
Query 232: 0.0533                                     0.3076
Query 233: 0.0969                   Precision:
Query 234: 0.0019                     At    5 docs:   0.1706                                         0.0
Query 235: 0.0244                     At   10 docs:   0.1206                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 237: 0.3750                     At   15 docs:   0.0941
Query 238: 0.2000                     At   20 docs:   0.0809                                                                        Recall
Query 239: 0.6466                     At   30 docs:   0.0608
Query 241: 0.1568                     At 100 docs:    0.0241
Query 242: 0.0400                     At 200 docs:    0.0132                                                                Run aplmorub
Query 244: 1.0000                     At 500 docs:    0.0056
Query 245: 0.0939                     At 1000 docs:   0.0029                                                            Comparison to median by topic
Query 250: 0.3333                                                                                    +1.0
                                    R-Precision (prec. after R
                                    (=num_rel) docs. retrieved):
                                        Exact:        0.2683


                                                                                                     +0.5




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                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
JHU/APL, Monolingual Russian, Auto, TD                                                                                     Run aplmoruc
Average precision                   Overall statistics
(individual queries):               (for 34 queries):
                                                                                                                          Recall−Precision Values
                                                                                                      1.0
Query 201: 0.0128                   Total number of documents
Query 202: 0.0026                   over all queries
Query 203: 0.0046                       Retrieved:    34000
Query 207: 0.0000                       Relevant:       123
Query 209: 1.0000                       Rel_ret:         97                                          0.8
Query 210: 0.4635
Query 211: 1.0000                   Interpolated Recall -
Query 212: 0.2988                   Precision Averages:
Query 213: 0.2644                       at 0.00       0.4031
Query 214: 0.1191                       at 0.10       0.3998                                         0.6
Query 215: 1.0000                       at 0.20       0.3753
Query 216: 0.0063                       at 0.30       0.3211
Query 218: 0.2500                       at 0.40       0.2896




                                                                    Precision
Query 220: 0.0401                       at 0.50       0.2842
Query 221: 0.3125                       at 0.60       0.2196                                         0.4
Query 224: 0.1667                       at 0.70       0.1839
Query 225: 0.4833                       at 0.80       0.1726
Query 226: 0.0263                       at 0.90       0.1671
Query 227: 0.0167                       at 1.00       0.1665
Query 228: 0.0022                                                                                    0.2
Query 230: 0.4022                   Avg. prec. (non-interpolated)
Query 231: 0.5000                   for all rel. documents
Query 232: 0.0287                                     0.2605
Query 233: 0.0648                   Precision:
Query 234: 0.0016                     At    5 docs:   0.1412                                         0.0
Query 235: 0.0131                     At   10 docs:   0.1029                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 237: 0.2812                     At   15 docs:   0.0804
Query 238: 0.1250                     At   20 docs:   0.0706                                                                        Recall
Query 239: 0.6917                     At   30 docs:   0.0569
Query 241: 0.0936                     At 100 docs:    0.0218
Query 242: 0.0417                     At 200 docs:    0.0125                                                                Run aplmoruc
Query 244: 1.0000                     At 500 docs:    0.0054
Query 245: 0.1037                     At 1000 docs:   0.0029                                                            Comparison to median by topic
Query 250: 0.0400                                                                                    +1.0
                                    R-Precision (prec. after R
                                    (=num_rel) docs. retrieved):
                                        Exact:        0.2309


                                                                                                     +0.5




                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
UC Berkeley, Monolingual Russian, Auto, TD                                                                              Run BKRUMLRR1
Average precision                   Overall statistics                                                                    Recall−Precision Values
(individual queries):               (for 34 queries):                                                 1.0
Query 201: 0.0260                   Total number of documents
Query 202: 0.0232                   over all queries
Query 203: 1.0000                       Retrieved:    34000
Query 207: 0.0000                       Relevant:       123                                          0.8
Query 209: 0.7500                       Rel_ret:        105
Query 210: 0.4316
Query 211: 1.0000                   Interpolated Recall -
Query 212: 0.8016                   Precision Averages:
Query 213: 0.3570                       at 0.00       0.5734
Query 214: 0.1144                       at 0.10       0.5636                                         0.6
Query 215: 1.0000                       at 0.20       0.5506
Query 216: 0.0455                       at 0.30       0.4969
Query 218: 0.2500                       at 0.40       0.4670




                                                                    Precision
Query 220: 0.0032                       at 0.50       0.4526
Query 221: 0.2917                       at 0.60       0.3628                                         0.4
Query 224: 0.0874                       at 0.70       0.2989
Query 225: 0.6389                       at 0.80       0.2839
Query 226: 1.0000                       at 0.90       0.2555
Query 227: 0.2500                       at 1.00       0.2548
Query 228: 0.0029                                                                                    0.2
Query 230: 0.3446                   Avg. prec. (non-interpolated)
Query 231: 1.0000                   for all rel. documents
Query 232: 0.0538                                     0.4024
Query 233: 0.2068                   Precision:
Query 234: 0.0276                     At    5 docs:   0.2000                                         0.0
Query 235: 0.0455                     At   10 docs:   0.1353                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 237: 0.3500                     At   15 docs:   0.1137
Query 238: 1.0000                     At   20 docs:   0.0912                                                                        Recall
Query 239: 0.5801                     At   30 docs:   0.0647
Query 241: 0.1891                     At 100 docs:    0.0235
Query 242: 0.0526                     At 200 docs:    0.0129                                                            Run BKRUMLRR1
Query 244: 1.0000                     At 500 docs:    0.0059                                                            Comparison to median by topic
Query 245: 0.6667                     At 1000 docs:   0.0031
Query 250: 0.0909                                                                                    +1.0
                                    R-Precision (prec. after R
                                    (=num_rel) docs. retrieved):
                                        Exact:        0.4013


                                                                                                     +0.5




                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
UC Berkeley, Monolingual Russian, Auto, TDN                                                                             Run BKRUMLRR2
Average precision                   Overall statistics                                                                    Recall−Precision Values
(individual queries):               (for 34 queries):                                                 1.0
Query 201: 0.0241                   Total number of documents
Query 202: 0.0145                   over all queries
Query 203: 0.0909                       Retrieved:    34000
Query 207: 0.0000                       Relevant:       123                                          0.8
Query 209: 1.0000                       Rel_ret:        108
Query 210: 0.3685
Query 211: 1.0000                   Interpolated Recall -
Query 212: 0.4122                   Precision Averages:
Query 213: 0.3521                       at 0.00       0.5856
Query 214: 0.1071                       at 0.10       0.5688                                         0.6
Query 215: 1.0000                       at 0.20       0.5394
Query 216: 0.5000                       at 0.30       0.4871
Query 218: 0.2500                       at 0.40       0.4465




                                                                    Precision
Query 220: 0.0630                       at 0.50       0.4459
Query 221: 0.8333                       at 0.60       0.3619                                         0.4
Query 224: 0.0466                       at 0.70       0.3175
Query 225: 0.5667                       at 0.80       0.3061
Query 226: 1.0000                       at 0.90       0.2573
Query 227: 0.2500                       at 1.00       0.2555
Query 228: 0.0074                                                                                    0.2
Query 230: 0.3081                   Avg. prec. (non-interpolated)
Query 231: 1.0000                   for all rel. documents
Query 232: 0.2611                                     0.4005
Query 233: 0.2637                   Precision:
Query 234: 0.0513                     At    5 docs:   0.2059                                         0.0
Query 235: 0.0789                     At   10 docs:   0.1500                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 237: 0.3056                     At   15 docs:   0.1216
Query 238: 1.0000                     At   20 docs:   0.1000                                                                        Recall
Query 239: 0.8213                     At   30 docs:   0.0706
Query 241: 0.1888                     At 100 docs:    0.0256
Query 242: 0.0625                     At 200 docs:    0.0146                                                            Run BKRUMLRR2
Query 244: 1.0000                     At 500 docs:    0.0062                                                            Comparison to median by topic
Query 245: 0.2778                     At 1000 docs:   0.0032
Query 250: 0.1111                                                                                    +1.0
                                    R-Precision (prec. after R
                                    (=num_rel) docs. retrieved):
                                        Exact:        0.3794


                                                                                                     +0.5




                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
CLIPS, Monolingual Russian, Auto, TDN                                                                                   Run CLIPS04MNRU1
Average precision                   Overall statistics                                                                    Recall−Precision Values
(individual queries):               (for 34 queries):                                                 1.0
Query 201: 0.0329                   Total number of documents
Query 202: 0.1320                   over all queries
Query 203: 1.0000                       Retrieved:    34000
Query 207: 0.0000                       Relevant:       123
Query 209: 0.8333                       Rel_ret:        103
                                                                                                     0.8
Query 210: 0.3492
Query 211: 1.0000                   Interpolated Recall -
Query 212: 0.4812                   Precision Averages:
Query 213: 0.4316                       at 0.00       0.5768
Query 214: 0.0053                       at 0.10       0.5768                                         0.6
Query 215: 1.0000                       at 0.20       0.5244
Query 216: 0.0033                       at 0.30       0.4574
Query 218: 0.0625                       at 0.40       0.4020




                                                                    Precision
Query 220: 0.0363                       at 0.50       0.3956
Query 221: 0.5526                       at 0.60       0.3057                                         0.4
Query 224: 0.0008                       at 0.70       0.2295
Query 225: 0.5694                       at 0.80       0.2132
Query 226: 0.0714                       at 0.90       0.2054
Query 227: 0.5000                       at 1.00       0.2046
Query 228: 0.0152                                                                                    0.2
Query 230: 0.4095                   Avg. prec. (non-interpolated)
Query 231: 0.0256                   for all rel. documents
Query 232: 0.1943                                     0.3550
Query 233: 0.2073                   Precision:
Query 234: 0.3578                     At    5 docs:   0.2000                                         0.0
Query 235: 0.4000                     At   10 docs:   0.1382                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 237: 0.3500                     At   15 docs:   0.1000
Query 238: 1.0000                     At   20 docs:   0.0853                                                                        Recall
Query 239: 0.3336                     At   30 docs:   0.0588
Query 241: 0.1800                     At 100 docs:    0.0250
Query 242: 0.0333                     At 200 docs:    0.0143                                                            Run CLIPS04MNRU1
Query 244: 1.0000                     At 500 docs:    0.0058                                                            Comparison to median by topic
Query 245: 0.0026                     At 1000 docs:   0.0030
Query 250: 0.5000                                                                                    +1.0
                                    R-Precision (prec. after R
                                    (=num_rel) docs. retrieved):
                                        Exact:        0.3119


                                                                                                     +0.5




                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
Dublin City University, Monolingual Russian, Auto, TD                                                                   Run exerussmono04a
Average precision                   Overall statistics                                                                    Recall−Precision Values
(individual queries):               (for 34 queries):                                                 1.0
Query 201: 0.0226                   Total number of documents
Query 202: 0.0708                   over all queries
Query 203: 1.0000                       Retrieved:    34000
Query 207: 0.0000                       Relevant:       123                                          0.8
Query 209: 0.8333                       Rel_ret:        101
Query 210: 0.4247
Query 211: 1.0000                   Interpolated Recall -
Query 212: 0.5045                   Precision Averages:
Query 213: 0.2776                       at 0.00       0.5199
Query 214: 0.0238                       at 0.10       0.5134                                         0.6
Query 215: 1.0000                       at 0.20       0.5060
Query 216: 0.0227                       at 0.30       0.4503
Query 218: 0.2500                       at 0.40       0.3857




                                                                    Precision
Query 220: 0.0086                       at 0.50       0.3788
Query 221: 0.2675                       at 0.60       0.2960                                         0.4
Query 224: 0.0594                       at 0.70       0.2519
Query 225: 0.4515                       at 0.80       0.2464
Query 226: 0.1667                       at 0.90       0.2271
Query 227: 0.5000                       at 1.00       0.2266
Query 228: 0.0050                                                                                    0.2
Query 230: 0.3546                   Avg. prec. (non-interpolated)
Query 231: 0.5000                   for all rel. documents
Query 232: 0.0800                                     0.3495
Query 233: 0.2527                   Precision:
Query 234: 0.0955                     At    5 docs:   0.1765                                         0.0
Query 235: 0.0604                     At   10 docs:   0.1324                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 237: 0.2500                     At   15 docs:   0.1020
Query 238: 1.0000                     At   20 docs:   0.0853                                                                        Recall
Query 239: 0.3073                     At   30 docs:   0.0647
Query 241: 0.1671                     At 100 docs:    0.0247
Query 242: 0.0455                     At 200 docs:    0.0138                                                            Run exerussmono04a
Query 244: 1.0000                     At 500 docs:    0.0058                                                            Comparison to median by topic
Query 245: 0.3810                     At 1000 docs:   0.0030
Query 250: 0.5000                                                                                    +1.0
                                    R-Precision (prec. after R
                                    (=num_rel) docs. retrieved):
                                        Exact:        0.3100


                                                                                                     +0.5




                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
Dublin City University, Monolingual Russian, Auto, TD                                                                   Run exerussmono04l
Average precision                   Overall statistics                                                                    Recall−Precision Values
(individual queries):               (for 34 queries):                                                 1.0
Query 201: 0.0222                   Total number of documents
Query 202: 0.0307                   over all queries
Query 203: 1.0000                       Retrieved:    34000
Query 207: 0.0000                       Relevant:       123
Query 209: 0.8333                       Rel_ret:        101
                                                                                                     0.8
Query 210: 0.3852
Query 211: 1.0000                   Interpolated Recall -
Query 212: 0.7347                   Precision Averages:
Query 213: 0.2875                       at 0.00       0.5352
Query 214: 0.0123                       at 0.10       0.5352                                         0.6
Query 215: 1.0000                       at 0.20       0.5279
Query 216: 0.0096                       at 0.30       0.4678
Query 218: 0.2500                       at 0.40       0.4048




                                                                    Precision
Query 220: 0.0102                       at 0.50       0.3949
Query 221: 0.2685                       at 0.60       0.3050                                         0.4
Query 224: 0.0596                       at 0.70       0.2642
Query 225: 0.4505                       at 0.80       0.2566
Query 226: 0.5000                       at 0.90       0.2338
Query 227: 0.5000                       at 1.00       0.2333
Query 228: 0.0056                                                                                    0.2
Query 230: 0.3557                   Avg. prec. (non-interpolated)
Query 231: 0.5000                   for all rel. documents
Query 232: 0.0787                                     0.3628
Query 233: 0.2544                   Precision:
Query 234: 0.0805                     At    5 docs:   0.1765                                         0.0
Query 235: 0.0684                     At   10 docs:   0.1353                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 237: 0.2500                     At   15 docs:   0.1039
Query 238: 1.0000                     At   20 docs:   0.0838                                                                        Recall
Query 239: 0.2999                     At   30 docs:   0.0627
Query 241: 0.1662                     At 100 docs:    0.0250
Query 242: 0.0500                     At 200 docs:    0.0137                                                            Run exerussmono04l
Query 244: 1.0000                     At 500 docs:    0.0058                                                            Comparison to median by topic
Query 245: 0.3704                     At 1000 docs:   0.0030
Query 250: 0.5000                                                                                    +1.0
                                    R-Precision (prec. after R
                                    (=num_rel) docs. retrieved):
                                        Exact:        0.3085


                                                                                                     +0.5




                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
Dublin City University, Monolingual Russian, Auto, TD                                                                   Run exerussmono04q
Average precision                   Overall statistics
(individual queries):               (for 34 queries):
                                                                                                                          Recall−Precision Values
                                                                                                      1.0
Query 201: 0.0237                   Total number of documents
Query 202: 0.0321                   over all queries
Query 203: 1.0000                       Retrieved:    34000
Query 207: 0.0000                       Relevant:       123
Query 209: 0.8333                       Rel_ret:        101                                          0.8
Query 210: 0.4247
Query 211: 1.0000                   Interpolated Recall -
Query 212: 0.7467                   Precision Averages:
Query 213: 0.2782                       at 0.00       0.5472
Query 214: 0.0303                       at 0.10       0.5472                                         0.6
Query 215: 1.0000                       at 0.20       0.5392
Query 216: 0.1667                       at 0.30       0.4824
Query 218: 0.2500                       at 0.40       0.4324




                                                                    Precision
Query 220: 0.0091                       at 0.50       0.4075
Query 221: 0.2616                       at 0.60       0.3052                                         0.4
Query 224: 0.0524                       at 0.70       0.2642
Query 225: 0.4514                       at 0.80       0.2591
Query 226: 0.5000                       at 0.90       0.2377
Query 227: 0.5000                       at 1.00       0.2358
Query 228: 0.0055                                                                                    0.2
Query 230: 0.3584                   Avg. prec. (non-interpolated)
Query 231: 0.5000                   for all rel. documents
Query 232: 0.0874                                     0.3717
Query 233: 0.2557                   Precision:
Query 234: 0.1807                     At    5 docs:   0.2000                                         0.0
Query 235: 0.0662                     At   10 docs:   0.1382                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 237: 0.2500                     At   15 docs:   0.1059
Query 238: 1.0000                     At   20 docs:   0.0868                                                                        Recall
Query 239: 0.4774                     At   30 docs:   0.0637
Query 241: 0.1461                     At 100 docs:    0.0247
Query 242: 0.0435                     At 200 docs:    0.0140                                                            Run exerussmono04q
Query 244: 1.0000                     At 500 docs:    0.0058
Query 245: 0.2083                     At 1000 docs:   0.0030                                                            Comparison to median by topic
Query 250: 0.5000                                                                                    +1.0
                                    R-Precision (prec. after R
                                    (=num_rel) docs. retrieved):
                                        Exact:        0.3100


                                                                                                     +0.5




                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
Dublin City University, Monolingual Russian, Auto, TD                                                                   Run exerussmono04t1
Average precision                   Overall statistics                                                                     Recall−Precision Values
(individual queries):               (for 34 queries):                                                 1.0
Query 201: 0.0218                   Total number of documents
Query 202: 0.0593                   over all queries
Query 203: 1.0000                       Retrieved:    34000
Query 207: 0.0000                       Relevant:       123                                          0.8
Query 209: 0.8333                       Rel_ret:        101
Query 210: 0.4247
Query 211: 1.0000                   Interpolated Recall -
Query 212: 0.7315                   Precision Averages:
Query 213: 0.2743                       at 0.00       0.5694
Query 214: 0.0256                       at 0.10       0.5682                                         0.6
Query 215: 1.0000                       at 0.20       0.5682
Query 216: 0.0263                       at 0.30       0.5027
Query 218: 0.2500                       at 0.40       0.4121




                                                                    Precision
Query 220: 0.0078                       at 0.50       0.4018
Query 221: 0.2602                       at 0.60       0.3048                                         0.4
Query 224: 0.0595                       at 0.70       0.2689
Query 225: 0.4353                       at 0.80       0.2631
Query 226: 0.2500                       at 0.90       0.2419
Query 227: 0.5000                       at 1.00       0.2409
Query 228: 0.0032                                                                                    0.2
Query 230: 0.3886                   Avg. prec. (non-interpolated)
Query 231: 1.0000                   for all rel. documents
Query 232: 0.0910                                     0.3790
Query 233: 0.2529                   Precision:
Query 234: 0.3947                     At    5 docs:   0.2000                                         0.0
Query 235: 0.0621                     At   10 docs:   0.1294                                           0.0        0.2        0.4              0.6        0.8   1.0
Query 237: 0.2500                     At   15 docs:   0.1020
Query 238: 1.0000                     At   20 docs:   0.0882                                                                         Recall
Query 239: 0.1990                     At   30 docs:   0.0637
Query 241: 0.1682                     At 100 docs:    0.0247
Query 242: 0.0476                     At 200 docs:    0.0137                                                            Run exerussmono04t1
Query 244: 1.0000                     At 500 docs:    0.0059                                                             Comparison to median by topic
Query 245: 0.3704                     At 1000 docs:   0.0030
Query 250: 0.5000                                                                                    +1.0
                                    R-Precision (prec. after R
                                    (=num_rel) docs. retrieved):
                                        Exact:        0.3492


                                                                                                     +0.5




                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210       220               230        240   250

                                                                                                                                   Topic number
Hummingbird, Monolingual Russian, Auto, T                                                                                 Run humRU04t
Average precision                   Overall statistics                                                                    Recall−Precision Values
(individual queries):               (for 34 queries):                                                 1.0
Query 201: 0.0137                   Total number of documents
Query 202: 0.2125                   over all queries
Query 203: 1.0000                       Retrieved:    20895
Query 207: 0.0000                       Relevant:       123
Query 209: 0.7500                       Rel_ret:         91
                                                                                                     0.8
Query 210: 0.5923
Query 211: 1.0000                   Interpolated Recall -
Query 212: 0.7483                   Precision Averages:
Query 213: 0.1312                       at 0.00       0.6457
Query 214: 0.0000                       at 0.10       0.6425                                         0.6
Query 215: 1.0000                       at 0.20       0.6425
Query 216: 0.5000                       at 0.30       0.5922
Query 218: 0.2500                       at 0.40       0.5259




                                                                    Precision
Query 220: 0.0123                       at 0.50       0.4813
Query 221: 0.2647                       at 0.60       0.3464                                         0.4
Query 224: 0.1025                       at 0.70       0.2677
Query 225: 0.4030                       at 0.80       0.2514
Query 226: 1.0000                       at 0.90       0.2510
Query 227: 0.5000                       at 1.00       0.2502
Query 228: 0.0072                                                                                    0.2
Query 230: 0.4205                   Avg. prec. (non-interpolated)
Query 231: 1.0000                   for all rel. documents
Query 232: 0.0696                                     0.4298
Query 233: 0.1928                   Precision:
Query 234: 0.3333                     At    5 docs:   0.2294                                         0.0
Query 235: 0.5000                     At   10 docs:   0.1382                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 237: 0.3500                     At   15 docs:   0.1059
Query 238: 0.0000                     At   20 docs:   0.0824                                                                        Recall
Query 239: 0.4737                     At   30 docs:   0.0578
Query 241: 0.1175                     At 100 docs:    0.0218
Query 242: 0.0000                     At 200 docs:    0.0122                                                               Run humRU04t
Query 244: 1.0000                     At 500 docs:    0.0053                                                            Comparison to median by topic
Query 245: 0.6667                     At 1000 docs:   0.0027
Query 250: 1.0000                                                                                    +1.0
                                    R-Precision (prec. after R
                                    (=num_rel) docs. retrieved):
                                        Exact:        0.4134


                                                                                                     +0.5




                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
Hummingbird, Monolingual Russian, Auto, TD                                                                               Run humRU04td
Average precision                   Overall statistics                                                                    Recall−Precision Values
(individual queries):               (for 34 queries):                                                 1.0
Query 201: 0.0181                   Total number of documents
Query 202: 0.9167                   over all queries
Query 203: 1.0000                       Retrieved:    34000
Query 207: 0.0000                       Relevant:       123
Query 209: 0.8333                       Rel_ret:        101
                                                                                                     0.8
Query 210: 0.5814
Query 211: 1.0000                   Interpolated Recall -
Query 212: 0.4768                   Precision Averages:
Query 213: 0.3769                       at 0.00       0.6159
Query 214: 0.0222                       at 0.10       0.6159                                         0.6
Query 215: 1.0000                       at 0.20       0.6065
Query 216: 0.5000                       at 0.30       0.5652
Query 218: 0.2500                       at 0.40       0.4886




                                                                    Precision
Query 220: 0.0120                       at 0.50       0.4680
Query 221: 0.5213                       at 0.60       0.3196                                         0.4
Query 224: 0.1014                       at 0.70       0.2689
Query 225: 0.4484                       at 0.80       0.2517
Query 226: 0.5000                       at 0.90       0.2356
Query 227: 0.5000                       at 1.00       0.2349
Query 228: 0.0303                                                                                    0.2
Query 230: 0.3441                   Avg. prec. (non-interpolated)
Query 231: 1.0000                   for all rel. documents
Query 232: 0.0474                                     0.4094
Query 233: 0.1793                   Precision:
Query 234: 0.0358                     At    5 docs:   0.2353                                         0.0
Query 235: 0.0476                     At   10 docs:   0.1412                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 237: 0.4167                     At   15 docs:   0.1059
Query 238: 0.5000                     At   20 docs:   0.0824                                                                        Recall
Query 239: 0.5079                     At   30 docs:   0.0578
Query 241: 0.0939                     At 100 docs:    0.0221
Query 242: 0.0156                     At 200 docs:    0.0128                                                              Run humRU04td
Query 244: 1.0000                     At 500 docs:    0.0058                                                            Comparison to median by topic
Query 245: 0.3939                     At 1000 docs:   0.0030
Query 250: 0.2500                                                                                    +1.0
                                    R-Precision (prec. after R
                                    (=num_rel) docs. retrieved):
                                        Exact:        0.3435


                                                                                                     +0.5




                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
Hummingbird, Monolingual Russian, Auto, TD                                                                               Run humRU04tde
Average precision                   Overall statistics                                                                    Recall−Precision Values
(individual queries):               (for 34 queries):                                                 1.0
Query 201: 0.0161                   Total number of documents
Query 202: 1.0000                   over all queries
Query 203: 0.5000                       Retrieved:    34000
Query 207: 0.0000                       Relevant:       123
Query 209: 0.8333                       Rel_ret:        101
                                                                                                     0.8
Query 210: 0.6133
Query 211: 1.0000                   Interpolated Recall -
Query 212: 0.8857                   Precision Averages:
Query 213: 0.3893                       at 0.00       0.6139
Query 214: 0.0222                       at 0.10       0.6104                                         0.6
Query 215: 1.0000                       at 0.20       0.6077
Query 216: 0.5000                       at 0.30       0.5675
Query 218: 0.2500                       at 0.40       0.5211




                                                                    Precision
Query 220: 0.0186                       at 0.50       0.5207
Query 221: 0.7500                       at 0.60       0.3903                                         0.4
Query 224: 0.1262                       at 0.70       0.3259
Query 225: 0.5806                       at 0.80       0.3002
Query 226: 0.5000                       at 0.90       0.2801
Query 227: 0.5000                       at 1.00       0.2782
Query 228: 0.0526                                                                                    0.2
Query 230: 0.3340                   Avg. prec. (non-interpolated)
Query 231: 1.0000                   for all rel. documents
Query 232: 0.0654                                     0.4431
Query 233: 0.2002                   Precision:
Query 234: 0.0130                     At    5 docs:   0.2529                                         0.0
Query 235: 0.0344                     At   10 docs:   0.1529                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 237: 0.4167                     At   15 docs:   0.1176
Query 238: 1.0000                     At   20 docs:   0.0941                                                                        Recall
Query 239: 0.6874                     At   30 docs:   0.0637
Query 241: 0.1169                     At 100 docs:    0.0235
Query 242: 0.0526                     At 200 docs:    0.0138                                                             Run humRU04tde
Query 244: 1.0000                     At 500 docs:    0.0058                                                            Comparison to median by topic
Query 245: 0.4074                     At 1000 docs:   0.0030
Query 250: 0.2000                                                                                    +1.0
                                    R-Precision (prec. after R
                                    (=num_rel) docs. retrieved):
                                        Exact:        0.3908


                                                                                                     +0.5




                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
U Padua, Monolingual Russian, Auto, TD                                                                                    Run IMSMRUN
Average precision                   Overall statistics                                                                    Recall−Precision Values
(individual queries):               (for 34 queries):                                                 1.0
Query 201: 0.0079                   Total number of documents
Query 202: 0.1222                   over all queries
Query 203: 0.0000                       Retrieved:    30862
Query 207: 0.0000                       Relevant:       123                                          0.8
Query 209: 0.5833                       Rel_ret:         82
Query 210: 0.1833
Query 211: 1.0000                   Interpolated Recall -
Query 212: 0.0447                   Precision Averages:
Query 213: 0.3101                       at 0.00       0.4525
Query 214: 0.0025                       at 0.10       0.4525                                         0.6
Query 215: 0.0068                       at 0.20       0.4442
Query 216: 0.1667                       at 0.30       0.3783
Query 218: 0.2500                       at 0.40       0.3254




                                                                    Precision
Query 220: 0.0298                       at 0.50       0.3058
Query 221: 0.2770                       at 0.60       0.2294                                         0.4
Query 224: 0.0250                       at 0.70       0.1806
Query 225: 0.4193                       at 0.80       0.1761
Query 226: 1.0000                       at 0.90       0.1730
Query 227: 0.0333                       at 1.00       0.1730
Query 228: 0.0074                                                                                    0.2
Query 230: 0.2639                   Avg. prec. (non-interpolated)
Query 231: 1.0000                   for all rel. documents
Query 232: 0.0926                                     0.2840
Query 233: 0.2420                   Precision:
Query 234: 0.0268                     At    5 docs:   0.1647                                         0.0
Query 235: 0.0348                     At   10 docs:   0.1029                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 237: 0.5000                     At   15 docs:   0.0784
Query 238: 0.1000                     At   20 docs:   0.0706                                                                        Recall
Query 239: 0.3147                     At   30 docs:   0.0471
Query 241: 0.0549                     At 100 docs:    0.0179
Query 242: 0.0000                     At 200 docs:    0.0103                                                              Run IMSMRUN
Query 244: 1.0000                     At 500 docs:    0.0046                                                            Comparison to median by topic
Query 245: 0.5556                     At 1000 docs:   0.0024
Query 250: 1.0000                                                                                    +1.0
                                    R-Precision (prec. after R
                                    (=num_rel) docs. retrieved):
                                        Exact:        0.2845


                                                                                                     +0.5




                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
U Padua, Monolingual Russian, Auto, TD                                                                                  Run IMSMRUUd65
Average precision                   Overall statistics                                                                    Recall−Precision Values
(individual queries):               (for 34 queries):                                                 1.0
Query 201: 0.0014                   Total number of documents
Query 202: 0.0060                   over all queries
Query 203: 0.0000                       Retrieved:    32990
Query 207: 0.0000                       Relevant:       123
Query 209: 0.8333                       Rel_ret:         94
                                                                                                     0.8
Query 210: 0.1494
Query 211: 1.0000                   Interpolated Recall -
Query 212: 0.6327                   Precision Averages:
Query 213: 0.3854                       at 0.00       0.5635
Query 214: 0.0012                       at 0.10       0.5390                                         0.6
Query 215: 0.0127                       at 0.20       0.5298
Query 216: 0.5000                       at 0.30       0.4712
Query 218: 0.2500                       at 0.40       0.4338




                                                                    Precision
Query 220: 0.0092                       at 0.50       0.3950
Query 221: 0.5159                       at 0.60       0.2569                                         0.4
Query 224: 0.1000                       at 0.70       0.2051
Query 225: 0.4109                       at 0.80       0.1972
Query 226: 0.3333                       at 0.90       0.1669
Query 227: 0.5000                       at 1.00       0.1668
Query 228: 0.0118                                                                                    0.2
Query 230: 0.3292                   Avg. prec. (non-interpolated)
Query 231: 1.0000                   for all rel. documents
Query 232: 0.0837                                     0.3406
Query 233: 0.4099                   Precision:
Query 234: 0.0219                     At    5 docs:   0.1882                                         0.0
Query 235: 0.0308                     At   10 docs:   0.1294                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 237: 0.3750                     At   15 docs:   0.0941
Query 238: 0.5000                     At   20 docs:   0.0750                                                                        Recall
Query 239: 0.3690                     At   30 docs:   0.0510
Query 241: 0.1238                     At 100 docs:    0.0191
Query 242: 0.0175                     At 200 docs:    0.0109                                                            Run IMSMRUUd65
Query 244: 1.0000                     At 500 docs:    0.0051                                                            Comparison to median by topic
Query 245: 0.6667                     At 1000 docs:   0.0028
Query 250: 1.0000                                                                                    +1.0
                                    R-Precision (prec. after R
                                    (=num_rel) docs. retrieved):
                                        Exact:        0.3056


                                                                                                     +0.5




                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
U Padua, Monolingual Russian, Auto, TD                                                                                  Run IMSMRUUd65qe
Average precision                   Overall statistics
(individual queries):               (for 34 queries):                                                                     Recall−Precision Values
                                                                                                      1.0
Query 201: 0.0000                   Total number of documents
Query 202: 0.0000                   over all queries
Query 203: 0.5000                       Retrieved:    34000
Query 207: 0.0000                       Relevant:       123
Query 209: 0.6000                       Rel_ret:         80                                          0.8
Query 210: 0.0716
Query 211: 0.3929                   Interpolated Recall -
Query 212: 0.5351                   Precision Averages:
Query 213: 0.1052                       at 0.00       0.4799
Query 214: 0.0000                       at 0.10       0.4510                                         0.6
Query 215: 0.0127                       at 0.20       0.4167
Query 216: 0.5000                       at 0.30       0.3362
Query 218: 0.0088                       at 0.40       0.3040




                                                                    Precision
Query 220: 0.0013                       at 0.50       0.2758
Query 221: 0.5833                       at 0.60       0.1820                                         0.4
Query 224: 0.0102                       at 0.70       0.1402
Query 225: 0.8056                       at 0.80       0.1388
Query 226: 0.0000                       at 0.90       0.1373
Query 227: 0.5000                       at 1.00       0.1373
Query 228: 0.0000                                                                                    0.2
Query 230: 0.4055                   Avg. prec. (non-interpolated)
Query 231: 1.0000                   for all rel. documents
Query 232: 0.1546                                     0.2557
Query 233: 0.2021                   Precision:
Query 234: 0.1677                     At    5 docs:   0.1706                                         0.0
Query 235: 0.0051                     At   10 docs:   0.0971                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 237: 0.2543                     At   15 docs:   0.0686
Query 238: 0.0110                     At   20 docs:   0.0515                                                                        Recall
Query 239: 0.1058                     At   30 docs:   0.0373
Query 241: 0.0598                     At 100 docs:    0.0138
Query 242: 0.0167                     At 200 docs:    0.0084                                                            Run IMSMRUUd65qe
Query 244: 1.0000                     At 500 docs:    0.0041
Query 245: 0.6667                     At 1000 docs:   0.0024                                                            Comparison to median by topic
Query 250: 0.0185                                                                                    +1.0
                                    R-Precision (prec. after R
                                    (=num_rel) docs. retrieved):
                                        Exact:        0.2376


                                                                                                     +0.5




                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
U Alicante, Monolingual Russian, Auto, TD                                                                               Run IRn−MR−Dexp
Average precision                   Overall statistics
(individual queries):               (for 34 queries):
                                                                                                                          Recall−Precision Values
                                                                                                      1.0
Query 201: 0.0260                   Total number of documents
Query 202: 0.0075                   over all queries
Query 203: 1.0000                       Retrieved:    34000
Query 207: 0.0000                       Relevant:       123
Query 209: 0.8333                       Rel_ret:        119                                          0.8
Query 210: 0.8542
Query 211: 0.8333                   Interpolated Recall -
Query 212: 0.7787                   Precision Averages:
Query 213: 0.3513                       at 0.00       0.6324
Query 214: 0.0069                       at 0.10       0.6324                                         0.6
Query 215: 1.0000                       at 0.20       0.6322
Query 216: 0.7000                       at 0.30       0.5765
Query 218: 0.5833                       at 0.40       0.5302




                                                                    Precision
Query 220: 0.0126                       at 0.50       0.5269
Query 221: 0.7500                       at 0.60       0.4408                                         0.4
Query 224: 0.1548                       at 0.70       0.3977
Query 225: 0.5812                       at 0.80       0.3817
Query 226: 0.5000                       at 0.90       0.3715
Query 227: 0.3167                       at 1.00       0.3662
Query 228: 0.0038                                                                                    0.2
Query 230: 0.5417                   Avg. prec. (non-interpolated)
Query 231: 1.0000                   for all rel. documents
Query 232: 0.1067                                     0.4796
Query 233: 0.2461                   Precision:
Query 234: 0.3472                     At    5 docs:   0.2647                                         0.0
Query 235: 0.3221                     At   10 docs:   0.1676                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 237: 0.9500                     At   15 docs:   0.1333
Query 238: 0.5000                     At   20 docs:   0.1044                                                                        Recall
Query 239: 0.4451                     At   30 docs:   0.0765
Query 241: 0.1715                     At 100 docs:    0.0285
Query 242: 0.0455                     At 200 docs:    0.0157                                                             Run IRn−MR−Dexp
Query 244: 1.0000                     At 500 docs:    0.0068
Query 245: 0.3373                     At 1000 docs:   0.0035                                                            Comparison to median by topic
Query 250: 1.0000                                                                                    +1.0
                                    R-Precision (prec. after R
                                    (=num_rel) docs. retrieved):
                                        Exact:        0.3859


                                                                                                     +0.5




                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
U Alicante, Monolingual Russian, Auto, TD                                                                               Run IRn−MR−nexp
Average precision                   Overall statistics
(individual queries):               (for 34 queries):
                                                                                                                          Recall−Precision Values
                                                                                                      1.0
Query 201: 0.0230                   Total number of documents
Query 202: 0.0051                   over all queries
Query 203: 1.0000                       Retrieved:    34000
Query 207: 0.0000                       Relevant:       123
Query 209: 1.0000                       Rel_ret:        115                                          0.8
Query 210: 0.5595
Query 211: 1.0000                   Interpolated Recall -
Query 212: 0.3786                   Precision Averages:
Query 213: 0.3037                       at 0.00       0.6297
Query 214: 0.0072                       at 0.10       0.6268                                         0.6
Query 215: 1.0000                       at 0.20       0.6057
Query 216: 0.6250                       at 0.30       0.5943
Query 218: 0.5833                       at 0.40       0.5472




                                                                    Precision
Query 220: 0.0109                       at 0.50       0.5232
Query 221: 0.6000                       at 0.60       0.4427                                         0.4
Query 224: 0.1944                       at 0.70       0.3877
Query 225: 0.5010                       at 0.80       0.3807
Query 226: 1.0000                       at 0.90       0.3656
Query 227: 0.5833                       at 1.00       0.3611
Query 228: 0.0040                                                                                    0.2
Query 230: 0.4725                   Avg. prec. (non-interpolated)
Query 231: 1.0000                   for all rel. documents
Query 232: 0.0573                                     0.4809
Query 233: 0.2120                   Precision:
Query 234: 0.3482                     At    5 docs:   0.2353                                         0.0
Query 235: 0.1734                     At   10 docs:   0.1676                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 237: 1.0000                     At   15 docs:   0.1216
Query 238: 0.2500                     At   20 docs:   0.0971                                                                        Recall
Query 239: 0.4866                     At   30 docs:   0.0706
Query 241: 0.1481                     At 100 docs:    0.0276
Query 242: 0.0323                     At 200 docs:    0.0150                                                             Run IRn−MR−nexp
Query 244: 1.0000                     At 500 docs:    0.0065
Query 245: 0.7917                     At 1000 docs:   0.0034                                                            Comparison to median by topic
Query 250: 1.0000                                                                                    +1.0
                                    R-Precision (prec. after R
                                    (=num_rel) docs. retrieved):
                                        Exact:        0.4502


                                                                                                     +0.5




                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
U Alicante, Monolingual Russian, Auto, TD                                                                               Run IRn−MR−Pexp
Average precision                   Overall statistics
(individual queries):               (for 34 queries):
                                                                                                                          Recall−Precision Values
                                                                                                      1.0
Query 201: 0.0260                   Total number of documents
Query 202: 0.0074                   over all queries
Query 203: 1.0000                       Retrieved:    34000
Query 207: 0.0000                       Relevant:       123
Query 209: 0.8333                       Rel_ret:        120                                          0.8
Query 210: 0.8542
Query 211: 0.8333                   Interpolated Recall -
Query 212: 0.7787                   Precision Averages:
Query 213: 0.3513                       at 0.00       0.6339
Query 214: 0.0075                       at 0.10       0.6339                                         0.6
Query 215: 1.0000                       at 0.20       0.6337
Query 216: 0.7000                       at 0.30       0.5781
Query 218: 0.5833                       at 0.40       0.5320




                                                                    Precision
Query 220: 0.0126                       at 0.50       0.5286
Query 221: 0.7500                       at 0.60       0.4276                                         0.4
Query 224: 0.1944                       at 0.70       0.3844
Query 225: 0.5812                       at 0.80       0.3684
Query 226: 0.5000                       at 0.90       0.3582
Query 227: 0.5625                       at 1.00       0.3529
Query 228: 0.0039                                                                                    0.2
Query 230: 0.5417                   Avg. prec. (non-interpolated)
Query 231: 1.0000                   for all rel. documents
Query 232: 0.1067                                     0.4733
Query 233: 0.2461                   Precision:
Query 234: 0.3472                     At    5 docs:   0.2647                                         0.0
Query 235: 0.3221                     At   10 docs:   0.1706                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 237: 0.9500                     At   15 docs:   0.1314
Query 238: 0.5000                     At   20 docs:   0.1044                                                                        Recall
Query 239: 0.4451                     At   30 docs:   0.0765
Query 241: 0.1715                     At 100 docs:    0.0285
Query 242: 0.0455                     At 200 docs:    0.0159                                                             Run IRn−MR−Pexp
Query 244: 1.0000                     At 500 docs:    0.0068
Query 245: 0.3373                     At 1000 docs:   0.0035                                                            Comparison to median by topic
Query 250: 0.5000                                                                                    +1.0
                                    R-Precision (prec. after R
                                    (=num_rel) docs. retrieved):
                                        Exact:        0.3565


                                                                                                     +0.5




                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
Daedalus, Monolingual Russian, Auto, TD                                                                                       Run ruav7
Average precision                   Overall statistics                                                                    Recall−Precision Values
(individual queries):               (for 34 queries):                                                 1.0
Query 201: 0.0203                   Total number of documents
Query 202: 0.0023                   over all queries
Query 203: 1.0000                       Retrieved:    34000
Query 207: 0.0000                       Relevant:       123                                          0.8
Query 209: 0.8333                       Rel_ret:        100
Query 210: 0.6042
Query 211: 1.0000                   Interpolated Recall -
Query 212: 0.6678                   Precision Averages:
Query 213: 0.3501                       at 0.00       0.5638
Query 214: 0.0924                       at 0.10       0.5638                                         0.6
Query 215: 0.5000                       at 0.20       0.5638
Query 216: 0.0556                       at 0.30       0.5211
Query 218: 0.2500                       at 0.40       0.4193




                                                                    Precision
Query 220: 0.0064                       at 0.50       0.3951
Query 221: 0.5145                       at 0.60       0.2973                                         0.4
Query 224: 0.1016                       at 0.70       0.2453
Query 225: 0.4747                       at 0.80       0.2293
Query 226: 0.0062                       at 0.90       0.2126
Query 227: 0.1667                       at 1.00       0.2100
Query 228: 0.0050                                                                                    0.2
Query 230: 0.4194                   Avg. prec. (non-interpolated)
Query 231: 1.0000                   for all rel. documents
Query 232: 0.0640                                     0.3695
Query 233: 0.1800                   Precision:
Query 234: 0.3745                     At    5 docs:   0.2235                                         0.0
Query 235: 0.0843                     At   10 docs:   0.1412                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 237: 0.4167                     At   15 docs:   0.1078
Query 238: 1.0000                     At   20 docs:   0.0838                                                                        Recall
Query 239: 0.5387                     At   30 docs:   0.0618
Query 241: 0.1602                     At 100 docs:    0.0238
Query 242: 0.0357                     At 200 docs:    0.0131                                                                      Run ruav7
Query 244: 1.0000                     At 500 docs:    0.0056                                                            Comparison to median by topic
Query 245: 0.3889                     At 1000 docs:   0.0029
Query 250: 0.2500                                                                                    +1.0
                                    R-Precision (prec. after R
                                    (=num_rel) docs. retrieved):
                                        Exact:        0.3350


                                                                                                     +0.5




                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
Daedalus, Monolingual Russian, Auto, TD                                                                                       Run ruav8
Average precision                   Overall statistics                                                                    Recall−Precision Values
(individual queries):               (for 34 queries):                                                 1.0
Query 201: 0.0200                   Total number of documents
Query 202: 0.0021                   over all queries
Query 203: 0.5000                       Retrieved:    34000
Query 207: 0.0000                       Relevant:       123                                          0.8
Query 209: 1.0000                       Rel_ret:         99
Query 210: 0.5787
Query 211: 1.0000                   Interpolated Recall -
Query 212: 0.5854                   Precision Averages:
Query 213: 0.3790                       at 0.00       0.5574
Query 214: 0.0910                       at 0.10       0.5571                                         0.6
Query 215: 0.5000                       at 0.20       0.5452
Query 216: 0.0833                       at 0.30       0.5040
Query 218: 0.2500                       at 0.40       0.4117




                                                                    Precision
Query 220: 0.0086                       at 0.50       0.3919
Query 221: 0.5175                       at 0.60       0.2958                                         0.4
Query 224: 0.0848                       at 0.70       0.2450
Query 225: 0.4751                       at 0.80       0.2270
Query 226: 0.0127                       at 0.90       0.2079
Query 227: 0.2500                       at 1.00       0.2050
Query 228: 0.0061                                                                                    0.2
Query 230: 0.3924                   Avg. prec. (non-interpolated)
Query 231: 1.0000                   for all rel. documents
Query 232: 0.0679                                     0.3641
Query 233: 0.2345                   Precision:
Query 234: 0.3847                     At    5 docs:   0.2235                                         0.0
Query 235: 0.0864                     At   10 docs:   0.1412                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 237: 0.4167                     At   15 docs:   0.1059
Query 238: 1.0000                     At   20 docs:   0.0824                                                                        Recall
Query 239: 0.5513                     At   30 docs:   0.0608
Query 241: 0.1320                     At 100 docs:    0.0226
Query 242: 0.0270                     At 200 docs:    0.0138                                                                      Run ruav8
Query 244: 1.0000                     At 500 docs:    0.0056                                                            Comparison to median by topic
Query 245: 0.4074                     At 1000 docs:   0.0029
Query 250: 0.3333                                                                                    +1.0
                                    R-Precision (prec. after R
                                    (=num_rel) docs. retrieved):
                                        Exact:        0.3345


                                                                                                     +0.5




                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
Daedalus, Monolingual Russian, Auto, TD                                                                                  Run rucomb1s101
Average precision                   Overall statistics                                                                    Recall−Precision Values
(individual queries):               (for 34 queries):                                                 1.0
Query 201: 0.0273                   Total number of documents
Query 202: 0.0021                   over all queries
Query 203: 1.0000                       Retrieved:    34000
Query 207: 0.0000                       Relevant:       123
Query 209: 0.7500                       Rel_ret:         99
                                                                                                     0.8
Query 210: 0.6917
Query 211: 1.0000                   Interpolated Recall -
Query 212: 0.6380                   Precision Averages:
Query 213: 0.3764                       at 0.00       0.5693
Query 214: 0.1674                       at 0.10       0.5693                                         0.6
Query 215: 0.3333                       at 0.20       0.5638
Query 216: 0.0833                       at 0.30       0.5256
Query 218: 0.2500                       at 0.40       0.4146




                                                                    Precision
Query 220: 0.0072                       at 0.50       0.3771
Query 221: 0.5135                       at 0.60       0.2871                                         0.4
Query 224: 0.0884                       at 0.70       0.2374
Query 225: 0.4716                       at 0.80       0.2248
Query 226: 0.0053                       at 0.90       0.2121
Query 227: 0.1250                       at 1.00       0.2094
Query 228: 0.0064                                                                                    0.2
Query 230: 0.4347                   Avg. prec. (non-interpolated)
Query 231: 1.0000                   for all rel. documents
Query 232: 0.0458                                     0.3648
Query 233: 0.1762                   Precision:
Query 234: 0.3528                     At    5 docs:   0.2353                                         0.0
Query 235: 0.1474                     At   10 docs:   0.1441                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 237: 0.3750                     At   15 docs:   0.1137
Query 238: 1.0000                     At   20 docs:   0.0868                                                                        Recall
Query 239: 0.4817                     At   30 docs:   0.0598
Query 241: 0.1611                     At 100 docs:    0.0229
Query 242: 0.0250                     At 200 docs:    0.0131                                                             Run rucomb1s101
Query 244: 1.0000                     At 500 docs:    0.0056                                                            Comparison to median by topic
Query 245: 0.4167                     At 1000 docs:   0.0029
Query 250: 0.2500                                                                                    +1.0
                                    R-Precision (prec. after R
                                    (=num_rel) docs. retrieved):
                                        Exact:        0.3415


                                                                                                     +0.5




                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
Daedalus, Monolingual Russian, Auto, TD                                                                                 Run ruR1FWnormal
Average precision                   Overall statistics                                                                    Recall−Precision Values
(individual queries):               (for 34 queries):                                                 1.0
Query 201: 0.0188                   Total number of documents
Query 202: 0.0026                   over all queries
Query 203: 1.0000                       Retrieved:    34000
Query 207: 0.0000                       Relevant:       123
Query 209: 0.8333                       Rel_ret:         98
                                                                                                     0.8
Query 210: 0.6442
Query 211: 1.0000                   Interpolated Recall -
Query 212: 0.7089                   Precision Averages:
Query 213: 0.3678                       at 0.00       0.5553
Query 214: 0.0012                       at 0.10       0.5488                                         0.6
Query 215: 0.3333                       at 0.20       0.5488
Query 216: 0.0185                       at 0.30       0.5086
Query 218: 0.2500                       at 0.40       0.4256




                                                                    Precision
Query 220: 0.0037                       at 0.50       0.3912
Query 221: 0.5152                       at 0.60       0.3014                                         0.4
Query 224: 0.0735                       at 0.70       0.2586
Query 225: 0.4499                       at 0.80       0.2344
Query 226: 0.0057                       at 0.90       0.2113
Query 227: 0.2500                       at 1.00       0.2092
Query 228: 0.0054                                                                                    0.2
Query 230: 0.4086                   Avg. prec. (non-interpolated)
Query 231: 1.0000                   for all rel. documents
Query 232: 0.0652                                     0.3672
Query 233: 0.2012                   Precision:
Query 234: 0.5909                     At    5 docs:   0.2118                                         0.0
Query 235: 0.0399                     At   10 docs:   0.1353                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 237: 0.3750                     At   15 docs:   0.1039
Query 238: 1.0000                     At   20 docs:   0.0838                                                                        Recall
Query 239: 0.4739                     At   30 docs:   0.0618
Query 241: 0.1607                     At 100 docs:    0.0226
Query 242: 0.0217                     At 200 docs:    0.0128                                                            Run ruR1FWnormal
Query 244: 1.0000                     At 500 docs:    0.0056                                                            Comparison to median by topic
Query 245: 0.4167                     At 1000 docs:   0.0029
Query 250: 0.2500                                                                                    +1.0
                                    R-Precision (prec. after R
                                    (=num_rel) docs. retrieved):
                                        Exact:        0.3526


                                                                                                     +0.5




                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
Thomson Legal, Monolingual Russian, Auto, TD                                                                                  Run tlrru1
Average precision                   Overall statistics                                                                    Recall−Precision Values
(individual queries):               (for 34 queries):                                                 1.0
Query 201: 0.0164                   Total number of documents
Query 202: 0.6681                   over all queries
Query 203: 0.0079                       Retrieved:    33814
Query 207: 0.0000                       Relevant:       123
Query 209: 0.8333                       Rel_ret:        102
                                                                                                     0.8
Query 210: 0.6223
Query 211: 1.0000                   Interpolated Recall -
Query 212: 0.5310                   Precision Averages:
Query 213: 0.3802                       at 0.00       0.5912
Query 214: 0.3356                       at 0.10       0.5912                                         0.6
Query 215: 0.5000                       at 0.20       0.5814
Query 216: 0.5000                       at 0.30       0.5433
Query 218: 0.2500                       at 0.40       0.4688




                                                                    Precision
Query 220: 0.0057                       at 0.50       0.4488
Query 221: 0.5333                       at 0.60       0.2926                                         0.4
Query 224: 0.1278                       at 0.70       0.2148
Query 225: 0.4348                       at 0.80       0.1840
Query 226: 0.5000                       at 0.90       0.1607
Query 227: 0.5000                       at 1.00       0.1584
Query 228: 0.0071                                                                                    0.2
Query 230: 0.3619                   Avg. prec. (non-interpolated)
Query 231: 0.1111                   for all rel. documents
Query 232: 0.0487                                     0.3702
Query 233: 0.1514                   Precision:
Query 234: 0.0378                     At    5 docs:   0.2118                                         0.0
Query 235: 0.0890                     At   10 docs:   0.1382                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 237: 0.3750                     At   15 docs:   0.1020
Query 238: 1.0000                     At   20 docs:   0.0809                                                                        Recall
Query 239: 0.6254                     At   30 docs:   0.0588
Query 241: 0.1039                     At 100 docs:    0.0232
Query 242: 0.0120                     At 200 docs:    0.0132                                                                      Run tlrru1
Query 244: 1.0000                     At 500 docs:    0.0059                                                            Comparison to median by topic
Query 245: 0.6667                     At 1000 docs:   0.0030
Query 250: 0.2500                                                                                    +1.0
                                    R-Precision (prec. after R
                                    (=num_rel) docs. retrieved):
                                        Exact:        0.3183


                                                                                                     +0.5




                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
Thomson Legal, Monolingual Russian, Auto, TD                                                                                  Run tlrru2
Average precision                   Overall statistics                                                                    Recall−Precision Values
(individual queries):               (for 34 queries):                                                 1.0
Query 201: 0.0132                   Total number of documents
Query 202: 0.4444                   over all queries
Query 203: 0.0078                       Retrieved:    34000
Query 207: 0.0000                       Relevant:       123
Query 209: 1.0000                       Rel_ret:         98
                                                                                                     0.8
Query 210: 0.4873
Query 211: 1.0000                   Interpolated Recall -
Query 212: 0.2575                   Precision Averages:
Query 213: 0.2861                       at 0.00       0.5146
Query 214: 0.0093                       at 0.10       0.5146                                         0.6
Query 215: 1.0000                       at 0.20       0.4872
Query 216: 0.5000                       at 0.30       0.4324
Query 218: 0.2500                       at 0.40       0.3773




                                                                    Precision
Query 220: 0.0083                       at 0.50       0.3665
Query 221: 0.5227                       at 0.60       0.2529                                         0.4
Query 224: 0.1250                       at 0.70       0.1927
Query 225: 0.4337                       at 0.80       0.1749
Query 226: 0.3333                       at 0.90       0.1560
Query 227: 0.1250                       at 1.00       0.1546
Query 228: 0.0071                                                                                    0.2
Query 230: 0.3193                   Avg. prec. (non-interpolated)
Query 231: 0.1250                   for all rel. documents
Query 232: 0.0405                                     0.3176
Query 233: 0.1095                   Precision:
Query 234: 0.0026                     At    5 docs:   0.1882                                         0.0
Query 235: 0.0093                     At   10 docs:   0.1294                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 237: 0.3750                     At   15 docs:   0.0902
Query 238: 0.5000                     At   20 docs:   0.0721                                                                        Recall
Query 239: 0.6600                     At   30 docs:   0.0500
Query 241: 0.0899                     At 100 docs:    0.0200
Query 242: 0.0048                     At 200 docs:    0.0121                                                                      Run tlrru2
Query 244: 1.0000                     At 500 docs:    0.0056                                                            Comparison to median by topic
Query 245: 0.6667                     At 1000 docs:   0.0029
Query 250: 0.0833                                                                                    +1.0
                                    R-Precision (prec. after R
                                    (=num_rel) docs. retrieved):
                                        Exact:        0.2783


                                                                                                     +0.5




                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
U Amsterdam, Monolingual Russian, Auto, TD                                                                              Run UAmsC04RuRu4GiSb
Average precision                   Overall statistics                                                                      Recall−Precision Values
(individual queries):               (for 34 queries):                                                 1.0
Query 201: 0.0195                   Total number of documents
Query 202: 0.0263                   over all queries
Query 203: 0.0833                       Retrieved:    34000
Query 207: 0.0000                       Relevant:       123
Query 209: 0.8333                       Rel_ret:        103
                                                                                                     0.8
Query 210: 0.3371
Query 211: 1.0000                   Interpolated Recall -
Query 212: 0.7327                   Precision Averages:
Query 213: 0.3147                       at 0.00       0.5983
Query 214: 0.9167                       at 0.10       0.5975                                         0.6
Query 215: 1.0000                       at 0.20       0.5970
Query 216: 0.0417                       at 0.30       0.5384
Query 218: 0.2500                       at 0.40       0.4840




                                                                    Precision
Query 220: 0.0570                       at 0.50       0.4787
Query 221: 0.5345                       at 0.60       0.3659                                         0.4
Query 224: 0.0417                       at 0.70       0.2977
Query 225: 0.7381                       at 0.80       0.2873
Query 226: 1.0000                       at 0.90       0.2715
Query 227: 0.5000                       at 1.00       0.2693
Query 228: 0.0022                                                                                    0.2
Query 230: 0.3432                   Avg. prec. (non-interpolated)
Query 231: 1.0000                   for all rel. documents
Query 232: 0.1101                                     0.4227
Query 233: 0.3000                   Precision:
Query 234: 0.4316                     At    5 docs:   0.2176                                         0.0
Query 235: 0.0740                     At   10 docs:   0.1353                                           0.0        0.2         0.4              0.6        0.8   1.0
Query 237: 0.4167                     At   15 docs:   0.1157
Query 238: 1.0000                     At   20 docs:   0.0956                                                                          Recall
Query 239: 0.6667                     At   30 docs:   0.0696
Query 241: 0.1554                     At 100 docs:    0.0262
Query 242: 0.0833                     At 200 docs:    0.0140                                                            Run UAmsC04RuRu4GiSb
Query 244: 1.0000                     At 500 docs:    0.0060                                                              Comparison to median by topic
Query 245: 0.0275                     At 1000 docs:   0.0030
Query 250: 0.3333                                                                                    +1.0
                                    R-Precision (prec. after R
                                    (=num_rel) docs. retrieved):
                                        Exact:        0.3776


                                                                                                     +0.5




                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210        220               230        240   250

                                                                                                                                    Topic number
U Amsterdam, Monolingual Russian, Auto, TD                                                                              Run UAmsC04RuRu4GiWd
Average precision                   Overall statistics                                                                       Recall−Precision Values
(individual queries):               (for 34 queries):                                                 1.0
Query 201: 0.0099                   Total number of documents
Query 202: 0.4491                   over all queries
Query 203: 0.2500                       Retrieved:    34000
Query 207: 0.0000                       Relevant:       123
Query 209: 0.5833                       Rel_ret:        103
                                                                                                     0.8
Query 210: 0.2344
Query 211: 1.0000                   Interpolated Recall -
Query 212: 0.6422                   Precision Averages:
Query 213: 0.3227                       at 0.00       0.6260
Query 214: 0.4167                       at 0.10       0.6057                                         0.6
Query 215: 0.5000                       at 0.20       0.5959
Query 216: 0.1000                       at 0.30       0.5442
Query 218: 0.2500                       at 0.40       0.4832




                                                                    Precision
Query 220: 0.0771                       at 0.50       0.4560
Query 221: 0.5357                       at 0.60       0.3320                                         0.4
Query 224: 0.1250                       at 0.70       0.2762
Query 225: 0.6465                       at 0.80       0.2645
Query 226: 1.0000                       at 0.90       0.2477
Query 227: 0.5000                       at 1.00       0.2454
Query 228: 0.0028                                                                                    0.2
Query 230: 0.2409                   Avg. prec. (non-interpolated)
Query 231: 1.0000                   for all rel. documents
Query 232: 0.0981                                     0.4058
Query 233: 0.3129                   Precision:
Query 234: 0.5598                     At    5 docs:   0.2471                                         0.0
Query 235: 0.0809                     At   10 docs:   0.1441                                           0.0        0.2          0.4              0.6        0.8   1.0
Query 237: 0.5012                     At   15 docs:   0.1157
Query 238: 1.0000                     At   20 docs:   0.0941                                                                           Recall
Query 239: 0.5572                     At   30 docs:   0.0696
Query 241: 0.2177                     At 100 docs:    0.0265
Query 242: 0.0400                     At 200 docs:    0.0135                                                            Run UAmsC04RuRu4GiWd
Query 244: 0.5000                     At 500 docs:    0.0059                                                               Comparison to median by topic
Query 245: 0.0417                     At 1000 docs:   0.0030
Query 250: 1.0000                                                                                    +1.0
                                    R-Precision (prec. after R
                                    (=num_rel) docs. retrieved):
                                        Exact:        0.3644


                                                                                                     +0.5




                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210         220               230        240   250

                                                                                                                                     Topic number
U Amsterdam, Monolingual Russian, Auto, TD                                                                              Run UAmsC04RuRuAll
Average precision                   Overall statistics                                                                     Recall−Precision Values
(individual queries):               (for 34 queries):                                                 1.0
Query 201: 0.0177                   Total number of documents
Query 202: 0.0895                   over all queries
Query 203: 0.2500                       Retrieved:    34000
Query 207: 0.0000                       Relevant:       123
Query 209: 0.7500                       Rel_ret:        103
                                                                                                     0.8
Query 210: 0.3572
Query 211: 1.0000                   Interpolated Recall -
Query 212: 0.6605                   Precision Averages:
Query 213: 0.2985                       at 0.00       0.6314
Query 214: 0.8333                       at 0.10       0.6314                                         0.6
Query 215: 1.0000                       at 0.20       0.6164
Query 216: 0.0556                       at 0.30       0.5549
Query 218: 0.2500                       at 0.40       0.5137




                                                                    Precision
Query 220: 0.0656                       at 0.50       0.5077
Query 221: 0.5370                       at 0.60       0.3881                                         0.4
Query 224: 0.0714                       at 0.70       0.3068
Query 225: 0.6111                       at 0.80       0.2998
Query 226: 1.0000                       at 0.90       0.2851
Query 227: 0.5000                       at 1.00       0.2823
Query 228: 0.0029                                                                                    0.2
Query 230: 0.3483                   Avg. prec. (non-interpolated)
Query 231: 1.0000                   for all rel. documents
Query 232: 0.0956                                     0.4412
Query 233: 0.2297                   Precision:
Query 234: 0.5046                     At    5 docs:   0.2353                                         0.0
Query 235: 0.0955                     At   10 docs:   0.1471                                           0.0        0.2        0.4              0.6        0.8   1.0
Query 237: 0.4167                     At   15 docs:   0.1078
Query 238: 1.0000                     At   20 docs:   0.0956                                                                         Recall
Query 239: 0.6610                     At   30 docs:   0.0716
Query 241: 0.1787                     At 100 docs:    0.0271
Query 242: 0.0500                     At 200 docs:    0.0144                                                            Run UAmsC04RuRuAll
Query 244: 1.0000                     At 500 docs:    0.0060                                                             Comparison to median by topic
Query 245: 0.0694                     At 1000 docs:   0.0030
Query 250: 1.0000                                                                                    +1.0
                                    R-Precision (prec. after R
                                    (=num_rel) docs. retrieved):
                                        Exact:        0.4129


                                                                                                     +0.5




                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210       220               230        240   250

                                                                                                                                   Topic number
SUNY Buffalo, Monolingual Russian, Auto, TD                                                                             Run UBmonoRU01
Average precision                   Overall statistics                                                                    Recall−Precision Values
(individual queries):               (for 34 queries):                                                 1.0
Query 201: 0.0108                   Total number of documents
Query 202: 0.1333                   over all queries
Query 203: 0.0000                       Retrieved:    32515
Query 207: 0.0000                       Relevant:       123                                          0.8
Query 209: 0.8333                       Rel_ret:         78
Query 210: 0.1093
Query 211: 1.0000                   Interpolated Recall -
Query 212: 0.0517                   Precision Averages:
Query 213: 0.3560                       at 0.00       0.4947
Query 214: 0.0051                       at 0.10       0.4942                                         0.6
Query 215: 0.0270                       at 0.20       0.4710
Query 216: 0.5000                       at 0.30       0.4134
Query 218: 0.2500                       at 0.40       0.3635




                                                                    Precision
Query 220: 0.0198                       at 0.50       0.3406
Query 221: 0.2333                       at 0.60       0.2266                                         0.4
Query 224: 0.0417                       at 0.70       0.1592
Query 225: 0.4587                       at 0.80       0.1586
Query 226: 1.0000                       at 0.90       0.1582
Query 227: 0.2500                       at 1.00       0.1582
Query 228: 0.0147                                                                                    0.2
Query 230: 0.2759                   Avg. prec. (non-interpolated)
Query 231: 1.0000                   for all rel. documents
Query 232: 0.0556                                     0.2978
Query 233: 0.2375                   Precision:
Query 234: 0.2083                     At    5 docs:   0.1765                                         0.0
Query 235: 0.1254                     At   10 docs:   0.1059                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 237: 0.5000                     At   15 docs:   0.0843
Query 238: 0.1000                     At   20 docs:   0.0676                                                                        Recall
Query 239: 0.3128                     At   30 docs:   0.0490
Query 241: 0.0166                     At 100 docs:    0.0182
Query 242: 0.0000                     At 200 docs:    0.0097                                                            Run UBmonoRU01
Query 244: 0.3333                     At 500 docs:    0.0041                                                            Comparison to median by topic
Query 245: 0.6667                     At 1000 docs:   0.0023
Query 250: 1.0000                                                                                    +1.0
                                    R-Precision (prec. after R
                                    (=num_rel) docs. retrieved):
                                        Exact:        0.2807


                                                                                                     +0.5




                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
U Hildesheim, Monolingual Russian, Auto, TD                                                                                  Run UHIru1
Average precision                   Overall statistics                                                                    Recall−Precision Values
(individual queries):               (for 34 queries):                                                 1.0
Query 201: 0.0106                   Total number of documents
Query 202: 0.0022                   over all queries
Query 203: 1.0000                       Retrieved:    34000
Query 207: 0.0000                       Relevant:       123                                          0.8
Query 209: 0.5385                       Rel_ret:         88
Query 210: 0.2735
Query 211: 0.0545                   Interpolated Recall -
Query 212: 0.1502                   Precision Averages:
Query 213: 0.0933                       at 0.00       0.2748
Query 214: 0.0476                       at 0.10       0.2536                                         0.6
Query 215: 1.0000                       at 0.20       0.2459
Query 216: 0.0039                       at 0.30       0.1967
Query 218: 0.0106                       at 0.40       0.1610




                                                                    Precision
Query 220: 0.0056                       at 0.50       0.1591
Query 221: 0.0020                       at 0.60       0.1092                                         0.4
Query 224: 0.0073                       at 0.70       0.1012
Query 225: 0.2063                       at 0.80       0.1004
Query 226: 0.0014                       at 0.90       0.0994
Query 227: 0.1667                       at 1.00       0.0988
Query 228: 0.0000                                                                                    0.2
Query 230: 0.3603                   Avg. prec. (non-interpolated)
Query 231: 0.0032                   for all rel. documents
Query 232: 0.0008                                     0.1553
Query 233: 0.0065                   Precision:
Query 234: 0.0472                     At    5 docs:   0.0765                                         0.0
Query 235: 0.0053                     At   10 docs:   0.0588                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 237: 0.0017                     At   15 docs:   0.0471
Query 238: 0.0093                     At   20 docs:   0.0382                                                                        Recall
Query 239: 0.0252                     At   30 docs:   0.0294
Query 241: 0.1330                     At 100 docs:    0.0126
Query 242: 0.1111                     At 200 docs:    0.0075                                                                 Run UHIru1
Query 244: 1.0000                     At 500 docs:    0.0044                                                            Comparison to median by topic
Query 245: 0.0039                     At 1000 docs:   0.0026
Query 250: 0.0000                                                                                    +1.0
                                    R-Precision (prec. after R
                                    (=num_rel) docs. retrieved):
                                        Exact:        0.1471


                                                                                                     +0.5




                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
U Hildesheim, Monolingual Russian, Auto, TD                                                                                  Run UHIru2
Average precision                   Overall statistics                                                                    Recall−Precision Values
(individual queries):               (for 34 queries):                                                 1.0
Query 201: 0.0116                   Total number of documents
Query 202: 0.0022                   over all queries
Query 203: 1.0000                       Retrieved:    34000
Query 207: 0.0000                       Relevant:       123                                          0.8
Query 209: 0.5303                       Rel_ret:         82
Query 210: 0.2773
Query 211: 0.0479                   Interpolated Recall -
Query 212: 0.0908                   Precision Averages:
Query 213: 0.1367                       at 0.00       0.2652
Query 214: 0.0185                       at 0.10       0.2623                                         0.6
Query 215: 0.5000                       at 0.20       0.2401
Query 216: 0.0024                       at 0.30       0.1825
Query 218: 0.0093                       at 0.40       0.1547




                                                                    Precision
Query 220: 0.0036                       at 0.50       0.1541
Query 221: 0.0022                       at 0.60       0.0854                                         0.4
Query 224: 0.0063                       at 0.70       0.0817
Query 225: 0.1783                       at 0.80       0.0801
Query 226: 0.0022                       at 0.90       0.0799
Query 227: 0.5000                       at 1.00       0.0799
Query 228: 0.0000                                                                                    0.2
Query 230: 0.3119                   Avg. prec. (non-interpolated)
Query 231: 0.0036                   for all rel. documents
Query 232: 0.0008                                     0.1420
Query 233: 0.0057                   Precision:
Query 234: 0.0404                     At    5 docs:   0.0706                                         0.0
Query 235: 0.0053                     At   10 docs:   0.0500                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 237: 0.0033                     At   15 docs:   0.0392
Query 238: 0.0031                     At   20 docs:   0.0338                                                                        Recall
Query 239: 0.0232                     At   30 docs:   0.0255
Query 241: 0.0555                     At 100 docs:    0.0118
Query 242: 0.0500                     At 200 docs:    0.0068                                                                 Run UHIru2
Query 244: 1.0000                     At 500 docs:    0.0040                                                            Comparison to median by topic
Query 245: 0.0044                     At 1000 docs:   0.0024
Query 250: 0.0000                                                                                    +1.0
                                    R-Precision (prec. after R
                                    (=num_rel) docs. retrieved):
                                        Exact:        0.1294


                                                                                                     +0.5




                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
U Hildesheim, Monolingual Russian, Auto, TD                                                                                  Run UHIru3
Average precision                   Overall statistics                                                                    Recall−Precision Values
(individual queries):               (for 34 queries):                                                 1.0
Query 201: 0.0000                   Total number of documents
Query 202: 0.0035                   over all queries
Query 203: 0.0000                       Retrieved:    33873
Query 207: 0.0000                       Relevant:       123                                          0.8
Query 209: 0.2976                       Rel_ret:         56
Query 210: 0.0080
Query 211: 0.1548                   Interpolated Recall -
Query 212: 0.2389                   Precision Averages:
Query 213: 0.0136                       at 0.00       0.1160
Query 214: 0.0008                       at 0.10       0.1150                                         0.6
Query 215: 0.0196                       at 0.20       0.0911
Query 216: 0.0021                       at 0.30       0.0792
Query 218: 0.0125                       at 0.40       0.0616




                                                                    Precision
Query 220: 0.0370                       at 0.50       0.0602
Query 221: 0.0019                       at 0.60       0.0144                                         0.4
Query 224: 0.0000                       at 0.70       0.0132
Query 225: 0.1750                       at 0.80       0.0128
Query 226: 0.0294                       at 0.90       0.0128
Query 227: 0.2500                       at 1.00       0.0128
Query 228: 0.0000                                                                                    0.2
Query 230: 0.1351                   Avg. prec. (non-interpolated)
Query 231: 0.0069                   for all rel. documents
Query 232: 0.0010                                     0.0459
Query 233: 0.0021                   Precision:
Query 234: 0.0000                     At    5 docs:   0.0412                                         0.0
Query 235: 0.0103                     At   10 docs:   0.0353                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 237: 0.0199                     At   15 docs:   0.0294
Query 238: 0.0000                     At   20 docs:   0.0221                                                                        Recall
Query 239: 0.0003                     At   30 docs:   0.0176
Query 241: 0.0246                     At 100 docs:    0.0071
Query 242: 0.0000                     At 200 docs:    0.0049                                                                 Run UHIru3
Query 244: 0.1111                     At 500 docs:    0.0029                                                            Comparison to median by topic
Query 245: 0.0045                     At 1000 docs:   0.0016
Query 250: 0.0000                                                                                    +1.0
                                    R-Precision (prec. after R
                                    (=num_rel) docs. retrieved):
                                        Exact:        0.0627


                                                                                                     +0.5




                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
Université de Neuchâtel, Monolingual Russian, Auto, TD                                                                     Run UniNEru1
Average precision                   Overall statistics                                                                    Recall−Precision Values
(individual queries):               (for 34 queries):                                                 1.0
Query 201: 0.0263                   Total number of documents
Query 202: 0.0309                   over all queries
Query 203: 1.0000                       Retrieved:    32933
Query 207: 0.0000                       Relevant:       123                                          0.8
Query 209: 0.5833                       Rel_ret:        101
Query 210: 0.4159
Query 211: 1.0000                   Interpolated Recall -
Query 212: 0.4056                   Precision Averages:
Query 213: 0.1899                       at 0.00       0.5329
Query 214: 0.0386                       at 0.10       0.5090                                         0.6
Query 215: 1.0000                       at 0.20       0.4990
Query 216: 0.5000                       at 0.30       0.4534
Query 218: 0.2500                       at 0.40       0.3965




                                                                    Precision
Query 220: 0.0255                       at 0.50       0.3894
Query 221: 0.5227                       at 0.60       0.3051                                         0.4
Query 224: 0.0705                       at 0.70       0.2589
Query 225: 0.5050                       at 0.80       0.2567
Query 226: 1.0000                       at 0.90       0.2364
Query 227: 0.0500                       at 1.00       0.2353
Query 228: 0.0054                                                                                    0.2
Query 230: 0.3485                   Avg. prec. (non-interpolated)
Query 231: 0.5000                   for all rel. documents
Query 232: 0.0506                                     0.3546
Query 233: 0.2053                   Precision:
Query 234: 0.4135                     At    5 docs:   0.1824                                         0.0
Query 235: 0.1289                     At   10 docs:   0.1324                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 237: 0.2500                     At   15 docs:   0.1039
Query 238: 0.5000                     At   20 docs:   0.0824                                                                        Recall
Query 239: 0.2453                     At   30 docs:   0.0637
Query 241: 0.1412                     At 100 docs:    0.0229
Query 242: 0.0476                     At 200 docs:    0.0132                                                               Run UniNEru1
Query 244: 1.0000                     At 500 docs:    0.0058                                                            Comparison to median by topic
Query 245: 0.1068                     At 1000 docs:   0.0030
Query 250: 0.5000                                                                                    +1.0
                                    R-Precision (prec. after R
                                    (=num_rel) docs. retrieved):
                                        Exact:        0.3003


                                                                                                     +0.5




                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
Université de Neuchâtel, Monolingual Russian, Auto, TD                                                                     Run UniNEru2
Average precision                   Overall statistics                                                                    Recall−Precision Values
(individual queries):               (for 34 queries):                                                 1.0
Query 201: 0.0259                   Total number of documents
Query 202: 0.0375                   over all queries
Query 203: 1.0000                       Retrieved:    32926
Query 207: 0.0000                       Relevant:       123                                          0.8
Query 209: 0.5833                       Rel_ret:        101
Query 210: 0.3513
Query 211: 1.0000                   Interpolated Recall -
Query 212: 0.3968                   Precision Averages:
Query 213: 0.1584                       at 0.00       0.5452
Query 214: 0.0574                       at 0.10       0.5203                                         0.6
Query 215: 1.0000                       at 0.20       0.5125
Query 216: 0.5000                       at 0.30       0.4636
Query 218: 0.2500                       at 0.40       0.3926




                                                                    Precision
Query 220: 0.0260                       at 0.50       0.3833
Query 221: 0.5172                       at 0.60       0.3000                                         0.4
Query 224: 0.0710                       at 0.70       0.2483
Query 225: 0.4724                       at 0.80       0.2459
Query 226: 1.0000                       at 0.90       0.2338
Query 227: 0.0625                       at 1.00       0.2325
Query 228: 0.0063                                                                                    0.2
Query 230: 0.3602                   Avg. prec. (non-interpolated)
Query 231: 0.5000                   for all rel. documents
Query 232: 0.0423                                     0.3545
Query 233: 0.1975                   Precision:
Query 234: 0.3873                     At    5 docs:   0.1765                                         0.0
Query 235: 0.1724                     At   10 docs:   0.1324                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 237: 0.2500                     At   15 docs:   0.0961
Query 238: 0.5000                     At   20 docs:   0.0794                                                                        Recall
Query 239: 0.2169                     At   30 docs:   0.0618
Query 241: 0.1443                     At 100 docs:    0.0232
Query 242: 0.0385                     At 200 docs:    0.0135                                                               Run UniNEru2
Query 244: 1.0000                     At 500 docs:    0.0058                                                            Comparison to median by topic
Query 245: 0.2273                     At 1000 docs:   0.0030
Query 250: 0.5000                                                                                    +1.0
                                    R-Precision (prec. after R
                                    (=num_rel) docs. retrieved):
                                        Exact:        0.3062


                                                                                                     +0.5




                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
Université de Neuchâtel, Monolingual Russian, Auto, TDN                                                                    Run UniNEru3
Average precision                   Overall statistics                                                                    Recall−Precision Values
(individual queries):               (for 34 queries):                                                 1.0
Query 201: 0.0188                   Total number of documents
Query 202: 0.0386                   over all queries
Query 203: 1.0000                       Retrieved:    34000
Query 207: 0.0000                       Relevant:       123                                          0.8
Query 209: 0.8333                       Rel_ret:        108
Query 210: 0.1916
Query 211: 1.0000                   Interpolated Recall -
Query 212: 0.1094                   Precision Averages:
Query 213: 0.2245                       at 0.00       0.5605
Query 214: 0.0917                       at 0.10       0.5523                                         0.6
Query 215: 1.0000                       at 0.20       0.5523
Query 216: 0.2500                       at 0.30       0.5003
Query 218: 0.2500                       at 0.40       0.4651




                                                                    Precision
Query 220: 0.0316                       at 0.50       0.4539
Query 221: 0.5667                       at 0.60       0.3505                                         0.4
Query 224: 0.0470                       at 0.70       0.3024
Query 225: 0.7917                       at 0.80       0.2975
Query 226: 1.0000                       at 0.90       0.2902
Query 227: 0.5000                       at 1.00       0.2892
Query 228: 0.0047                                                                                    0.2
Query 230: 0.3340                   Avg. prec. (non-interpolated)
Query 231: 1.0000                   for all rel. documents
Query 232: 0.2498                                     0.4070
Query 233: 0.2429                   Precision:
Query 234: 0.8056                     At    5 docs:   0.2000                                         0.0
Query 235: 0.2090                     At   10 docs:   0.1353                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 237: 0.2560                     At   15 docs:   0.1020
Query 238: 0.3333                     At   20 docs:   0.0853                                                                        Recall
Query 239: 0.2108                     At   30 docs:   0.0637
Query 241: 0.1530                     At 100 docs:    0.0271
Query 242: 0.0417                     At 200 docs:    0.0149                                                               Run UniNEru3
Query 244: 1.0000                     At 500 docs:    0.0062                                                            Comparison to median by topic
Query 245: 0.0519                     At 1000 docs:   0.0032
Query 250: 1.0000                                                                                    +1.0
                                    R-Precision (prec. after R
                                    (=num_rel) docs. retrieved):
                                        Exact:        0.3902


                                                                                                     +0.5




                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
U Oviedo, Monolingual Russian, Auto, TD                                                                                     Run uoviRU
Average precision                   Overall statistics                                                                    Recall−Precision Values
(individual queries):               (for 34 queries):                                                 1.0
Query 201: 0.0004                   Total number of documents
Query 202: 0.0692                   over all queries
Query 203: 0.0000                       Retrieved:    33999
Query 207: 0.0000                       Relevant:       123
Query 209: 0.7500                       Rel_ret:         72
                                                                                                     0.8
Query 210: 0.4028
Query 211: 1.0000                   Interpolated Recall -
Query 212: 0.0006                   Precision Averages:
Query 213: 0.0209                       at 0.00       0.2203
Query 214: 0.0410                       at 0.10       0.2203                                         0.6
Query 215: 0.0032                       at 0.20       0.2199
Query 216: 0.0054                       at 0.30       0.1998
Query 218: 0.5000                       at 0.40       0.1815




                                                                    Precision
Query 220: 0.0243                       at 0.50       0.1664
Query 221: 0.2167                       at 0.60       0.0928                                         0.4
Query 224: 0.1667                       at 0.70       0.0902
Query 225: 0.1758                       at 0.80       0.0864
Query 226: 0.0016                       at 0.90       0.0857
Query 227: 0.0000                       at 1.00       0.0857
Query 228: 0.0000                                                                                    0.2
Query 230: 0.2267                   Avg. prec. (non-interpolated)
Query 231: 0.0250                   for all rel. documents
Query 232: 0.0006                                     0.1433
Query 233: 0.0104                   Precision:
Query 234: 0.0013                     At    5 docs:   0.0882                                         0.0
Query 235: 0.0010                     At   10 docs:   0.0529                                           0.0        0.2       0.4              0.6        0.8   1.0
Query 237: 0.0150                     At   15 docs:   0.0392
Query 238: 0.1000                     At   20 docs:   0.0309                                                                        Recall
Query 239: 0.0846                     At   30 docs:   0.0294
Query 241: 0.0242                     At 100 docs:    0.0121
Query 242: 0.0000                     At 200 docs:    0.0068                                                                 Run uoviRU
Query 244: 1.0000                     At 500 docs:    0.0034                                                            Comparison to median by topic
Query 245: 0.0054                     At 1000 docs:   0.0021
Query 250: 0.0000                                                                                    +1.0
                                    R-Precision (prec. after R
                                    (=num_rel) docs. retrieved):
                                        Exact:        0.1245


                                                                                                     +0.5




                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            201   210      220               230        240   250

                                                                                                                                  Topic number
UC Berkeley, GIRT English to German, Auto, TD                                                                            Run BKGRBLEG1
Average precision                   Overall statistics                                                                     Recall−Precision Values
(individual queries):               (for 25 queries):                                                 1.0
Query 101: 0.0122                   Total number of documents
Query 102: 0.7329                   over all queries
Query 103: 0.0666                       Retrieved:    25000
Query 104: 0.3916                       Relevant:      1663
Query 105: 0.5594                       Rel_ret:       1426
                                                                                                     0.8
Query 106: 0.9963
Query 107: 0.3945                   Interpolated Recall -
Query 108: 0.6033                   Precision Averages:
Query 109: 0.1271                       at 0.00       0.7751
Query 110: 0.4295                       at 0.10       0.6637                                         0.6
Query 111: 0.1765                       at 0.20       0.5711
Query 112: 0.2056                       at 0.30       0.5137
Query 113: 0.4274                       at 0.40       0.4597




                                                                    Precision
Query 114: 0.4847                       at 0.50       0.4100
Query 115: 0.8966                       at 0.60       0.3404                                         0.4
Query 116: 0.1002                       at 0.70       0.2693
Query 117: 0.1300                       at 0.80       0.1962
Query 118: 0.3991                       at 0.90       0.1296
Query 119: 0.0805                       at 1.00       0.0482
Query 120: 0.3758                                                                                    0.2
Query 121: 0.3257                   Avg. prec. (non-interpolated)
Query 122: 0.3074                   for all rel. documents
Query 123: 0.0009                                     0.3868
Query 124: 0.8176                   Precision:
Query 125: 0.6293                     At    5 docs:   0.6400                                         0.0
                                      At   10 docs:   0.5960                                           0.0         0.2       0.4              0.6         0.8    1.0
                                      At   15 docs:   0.5627
                                      At   20 docs:   0.5220                                                                         Recall
                                      At   30 docs:   0.4880
                                      At 100 docs:    0.3188
                                      At 200 docs:    0.2070                                                              Run BKGRBLEG1
                                      At 500 docs:    0.1033                                                             Comparison to median by topic
                                      At 1000 docs:   0.0570
                                                                                                     +1.0
                                    R-Precision (prec. after R
                                    (=num_rel) docs. retrieved):
                                        Exact:        0.4021


                                                                                                     +0.5




                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                             101   105      110               115        120    125

                                                                                                                                   Topic number
UC Berkeley, GIRT English to German, Auto, TD                                                                            Run BKGRBLEG2
Average precision                   Overall statistics                                                                     Recall−Precision Values
(individual queries):               (for 25 queries):                                                 1.0
Query 101: 0.3374                   Total number of documents
Query 102: 0.2569                   over all queries
Query 103: 0.0382                       Retrieved:    25000
Query 104: 0.3251                       Relevant:      1663
Query 105: 0.6136                       Rel_ret:       1348
                                                                                                     0.8
Query 106: 0.3200
Query 107: 0.4175                   Interpolated Recall -
Query 108: 0.5598                   Precision Averages:
Query 109: 0.0366                       at 0.00       0.7021
Query 110: 0.4264                       at 0.10       0.5792                                         0.6
Query 111: 0.1217                       at 0.20       0.5259
Query 112: 0.2085                       at 0.30       0.4606
Query 113: 0.4094                       at 0.40       0.3593




                                                                    Precision
Query 114: 0.0131                       at 0.50       0.2995
Query 115: 0.8880                       at 0.60       0.2516                                         0.4
Query 116: 0.0092                       at 0.70       0.2010
Query 117: 0.2475                       at 0.80       0.1352
Query 118: 0.2411                       at 0.90       0.0775
Query 119: 0.0788                       at 1.00       0.0218
Query 120: 0.3717                                                                                    0.2
Query 121: 0.0832                   Avg. prec. (non-interpolated)
Query 122: 0.4263                   for all rel. documents
Query 123: 0.0041                                     0.3176
Query 124: 0.8412                   Precision:
Query 125: 0.6660                     At    5 docs:   0.5520                                         0.0
                                      At   10 docs:   0.5000                                           0.0         0.2       0.4              0.6         0.8    1.0
                                      At   15 docs:   0.4773
                                      At   20 docs:   0.4420                                                                         Recall
                                      At   30 docs:   0.3987
                                      At 100 docs:    0.2808
                                      At 200 docs:    0.1892                                                              Run BKGRBLEG2
                                      At 500 docs:    0.0970                                                             Comparison to median by topic
                                      At 1000 docs:   0.0539
                                                                                                     +1.0
                                    R-Precision (prec. after R
                                    (=num_rel) docs. retrieved):
                                        Exact:        0.3448


                                                                                                     +0.5




                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                             101   105      110               115        120    125

                                                                                                                                   Topic number
UC Berkeley, GIRT English to German, Auto, TD                                                                            Run BKGRBLEG3
Average precision                   Overall statistics                                                                     Recall−Precision Values
(individual queries):               (for 25 queries):                                                 1.0
Query 101: 0.1692                   Total number of documents
Query 102: 0.3479                   over all queries
Query 103: 0.0295                       Retrieved:    25000
Query 104: 0.3676                       Relevant:      1663
Query 105: 0.5718                       Rel_ret:       1411
                                                                                                     0.8
Query 106: 0.8743
Query 107: 0.4231                   Interpolated Recall -
Query 108: 0.6746                   Precision Averages:
Query 109: 0.0627                       at 0.00       0.7912
Query 110: 0.3963                       at 0.10       0.6590                                         0.6
Query 111: 0.1735                       at 0.20       0.5735
Query 112: 0.2697                       at 0.30       0.5126
Query 113: 0.4252                       at 0.40       0.4028




                                                                    Precision
Query 114: 0.1155                       at 0.50       0.3601
Query 115: 0.8766                       at 0.60       0.2998                                         0.4
Query 116: 0.1492                       at 0.70       0.2430
Query 117: 0.2602                       at 0.80       0.1757
Query 118: 0.3065                       at 0.90       0.1138
Query 119: 0.1045                       at 1.00       0.0307
Query 120: 0.5222                                                                                    0.2
Query 121: 0.2739                   Avg. prec. (non-interpolated)
Query 122: 0.3597                   for all rel. documents
Query 123: 0.0022                                     0.3641
Query 124: 0.8274                   Precision:
Query 125: 0.5184                     At    5 docs:   0.5760                                         0.0
                                      At   10 docs:   0.5520                                           0.0         0.2       0.4              0.6         0.8    1.0
                                      At   15 docs:   0.5200
                                      At   20 docs:   0.5020                                                                         Recall
                                      At   30 docs:   0.4573
                                      At 100 docs:    0.3076
                                      At 200 docs:    0.2008                                                              Run BKGRBLEG3
                                      At 500 docs:    0.1022                                                             Comparison to median by topic
                                      At 1000 docs:   0.0564
                                                                                                     +1.0
                                    R-Precision (prec. after R
                                    (=num_rel) docs. retrieved):
                                        Exact:        0.3889


                                                                                                     +0.5




                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                             101   105      110               115        120    125

                                                                                                                                   Topic number
UC Berkeley, GIRT English to German, Auto, TD                                                                            Run BKGRBLEG4
Average precision                   Overall statistics                                                                     Recall−Precision Values
(individual queries):               (for 25 queries):                                                 1.0
Query 101: 0.3425                   Total number of documents
Query 102: 0.2007                   over all queries
Query 103: 0.0022                       Retrieved:    25000
Query 104: 0.2687                       Relevant:      1663
Query 105: 0.6345                       Rel_ret:       1318
                                                                                                     0.8
Query 106: 0.7209
Query 107: 0.1087                   Interpolated Recall -
Query 108: 0.6866                   Precision Averages:
Query 109: 0.0010                       at 0.00       0.7012
Query 110: 0.3378                       at 0.10       0.5362                                         0.6
Query 111: 0.1257                       at 0.20       0.4752
Query 112: 0.0000                       at 0.30       0.4178
Query 113: 0.3043                       at 0.40       0.3141




                                                                    Precision
Query 114: 0.0113                       at 0.50       0.2869
Query 115: 0.8902                       at 0.60       0.2372                                         0.4
Query 116: 0.0800                       at 0.70       0.1945
Query 117: 0.1657                       at 0.80       0.1484
Query 118: 0.2411                       at 0.90       0.0833
Query 119: 0.0650                       at 1.00       0.0167
Query 120: 0.4340                                                                                    0.2
Query 121: 0.2312                   Avg. prec. (non-interpolated)
Query 122: 0.4286                   for all rel. documents
Query 123: 0.0000                                     0.2964
Query 124: 0.8653                   Precision:
Query 125: 0.2636                     At    5 docs:   0.5120                                         0.0
                                      At   10 docs:   0.4760                                           0.0         0.2       0.4              0.6         0.8    1.0
                                      At   15 docs:   0.4213
                                      At   20 docs:   0.3920                                                                         Recall
                                      At   30 docs:   0.3693
                                      At 100 docs:    0.2572
                                      At 200 docs:    0.1726                                                              Run BKGRBLEG4
                                      At 500 docs:    0.0924                                                             Comparison to median by topic
                                      At 1000 docs:   0.0527
                                                                                                     +1.0
                                    R-Precision (prec. after R
                                    (=num_rel) docs. retrieved):
                                        Exact:        0.3145


                                                                                                     +0.5




                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                             101   105      110               115        120    125

                                                                                                                                   Topic number
UC Berkeley, GIRT English to German, Auto, TD                                                                            Run BKGRBLEG5
Average precision                   Overall statistics                                                                     Recall−Precision Values
(individual queries):               (for 25 queries):                                                 1.0
Query 101: 0.0315                   Total number of documents
Query 102: 0.4657                   over all queries
Query 103: 0.0381                       Retrieved:    25000
Query 104: 0.3420                       Relevant:      1663
Query 105: 0.5859                       Rel_ret:       1402
                                                                                                     0.8
Query 106: 0.6546
Query 107: 0.3868                   Interpolated Recall -
Query 108: 0.4257                   Precision Averages:
Query 109: 0.0550                       at 0.00       0.6956
Query 110: 0.3545                       at 0.10       0.5552                                         0.6
Query 111: 0.0814                       at 0.20       0.5033
Query 112: 0.1196                       at 0.30       0.4612
Query 113: 0.5240                       at 0.40       0.3961




                                                                    Precision
Query 114: 0.0939                       at 0.50       0.3435
Query 115: 0.8598                       at 0.60       0.2635                                         0.4
Query 116: 0.0097                       at 0.70       0.2055
Query 117: 0.1933                       at 0.80       0.1541
Query 118: 0.3209                       at 0.90       0.0719
Query 119: 0.0997                       at 1.00       0.0219
Query 120: 0.5643                                                                                    0.2
Query 121: 0.1059                   Avg. prec. (non-interpolated)
Query 122: 0.3791                   for all rel. documents
Query 123: 0.0001                                     0.3224
Query 124: 0.7321                   Precision:
Query 125: 0.6369                     At    5 docs:   0.5600                                         0.0
                                      At   10 docs:   0.5080                                           0.0         0.2       0.4              0.6         0.8    1.0
                                      At   15 docs:   0.4613
                                      At   20 docs:   0.4380                                                                         Recall
                                      At   30 docs:   0.4147
                                      At 100 docs:    0.2952
                                      At 200 docs:    0.1948                                                              Run BKGRBLEG5
                                      At 500 docs:    0.1018                                                             Comparison to median by topic
                                      At 1000 docs:   0.0561
                                                                                                     +1.0
                                    R-Precision (prec. after R
                                    (=num_rel) docs. retrieved):
                                        Exact:        0.3412


                                                                                                     +0.5




                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                             101   105      110               115        120    125

                                                                                                                                   Topic number
UC Berkeley, GIRT German to German, Auto, TD                                                                             Run BKGRMLGG0
Average precision                   Overall statistics                                                                     Recall−Precision Values
(individual queries):               (for 25 queries):                                                 1.0
Query 101: 0.3450                   Total number of documents
Query 102: 0.7535                   over all queries
Query 103: 0.0657                       Retrieved:    25000
Query 104: 0.1310                       Relevant:      1663
Query 105: 0.4282                       Rel_ret:       1299
                                                                                                     0.8
Query 106: 0.9778
Query 107: 0.0613                   Interpolated Recall -
Query 108: 0.3507                   Precision Averages:
Query 109: 0.0875                       at 0.00       0.7878
Query 110: 0.3774                       at 0.10       0.6154                                         0.6
Query 111: 0.1802                       at 0.20       0.5695
Query 112: 0.1350                       at 0.30       0.5124
Query 113: 0.2906                       at 0.40       0.4070




                                                                    Precision
Query 114: 0.0992                       at 0.50       0.3631
Query 115: 0.8355                       at 0.60       0.3049                                         0.4
Query 116: 0.1975                       at 0.70       0.2554
Query 117: 0.1819                       at 0.80       0.2003
Query 118: 0.4225                       at 0.90       0.1450
Query 119: 0.9520                       at 1.00       0.0424
Query 120: 0.2962                                                                                    0.2
Query 121: 0.3418                   Avg. prec. (non-interpolated)
Query 122: 0.2879                   for all rel. documents
Query 123: 0.0000                                     0.3706
Query 124: 0.5862                   Precision:
Query 125: 0.8795                     At    5 docs:   0.5840                                         0.0
                                      At   10 docs:   0.5320                                           0.0         0.2       0.4              0.6         0.8    1.0
                                      At   15 docs:   0.5147
                                      At   20 docs:   0.4840                                                                         Recall
                                      At   30 docs:   0.4573
                                      At 100 docs:    0.2980
                                      At 200 docs:    0.1956                                                             Run BKGRMLGG0
                                      At 500 docs:    0.0949                                                             Comparison to median by topic
                                      At 1000 docs:   0.0520
                                                                                                     +1.0
                                    R-Precision (prec. after R
                                    (=num_rel) docs. retrieved):
                                        Exact:        0.3933


                                                                                                     +0.5




                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                             101   105      110               115        120    125

                                                                                                                                   Topic number
UC Berkeley, GIRT German to German, Auto, TD                                                                             Run BKGRMLGG1
Average precision                   Overall statistics                                                                     Recall−Precision Values
(individual queries):               (for 25 queries):                                                 1.0
Query 101: 0.0260                   Total number of documents
Query 102: 0.7174                   over all queries
Query 103: 0.1522                       Retrieved:    25000
Query 104: 0.3598                       Relevant:      1663
Query 105: 0.5248                       Rel_ret:       1471
                                                                                                     0.8
Query 106: 0.8055
Query 107: 0.0914                   Interpolated Recall -
Query 108: 0.4672                   Precision Averages:
Query 109: 0.1671                       at 0.00       0.7290
Query 110: 0.4232                       at 0.10       0.6666                                         0.6
Query 111: 0.1908                       at 0.20       0.6101
Query 112: 0.1011                       at 0.30       0.5631
Query 113: 0.3953                       at 0.40       0.5038




                                                                    Precision
Query 114: 0.5857                       at 0.50       0.4206
Query 115: 0.8725                       at 0.60       0.3728                                         0.4
Query 116: 0.3103                       at 0.70       0.2958
Query 117: 0.2514                       at 0.80       0.2324
Query 118: 0.3590                       at 0.90       0.1579
Query 119: 0.9883                       at 1.00       0.0604
Query 120: 0.4743                                                                                    0.2
Query 121: 0.2212                   Avg. prec. (non-interpolated)
Query 122: 0.2569                   for all rel. documents
Query 123: 0.0000                                     0.4102
Query 124: 0.6872                   Precision:
Query 125: 0.8252                     At    5 docs:   0.5920                                         0.0
                                      At   10 docs:   0.6120                                           0.0         0.2       0.4              0.6         0.8    1.0
                                      At   15 docs:   0.5520
                                      At   20 docs:   0.5380                                                                         Recall
                                      At   30 docs:   0.5080
                                      At 100 docs:    0.3264
                                      At 200 docs:    0.2080                                                             Run BKGRMLGG1
                                      At 500 docs:    0.1062                                                             Comparison to median by topic
                                      At 1000 docs:   0.0588
                                                                                                     +1.0
                                    R-Precision (prec. after R
                                    (=num_rel) docs. retrieved):
                                        Exact:        0.4354


                                                                                                     +0.5




                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                             101   105      110               115        120    125

                                                                                                                                   Topic number
UC Berkeley, GIRT German to German, Auto, TD                                                                             Run BKGRMLGG2
Average precision                   Overall statistics                                                                     Recall−Precision Values
(individual queries):               (for 25 queries):                                                 1.0
Query 101: 0.3392                   Total number of documents
Query 102: 0.7472                   over all queries
Query 103: 0.0804                       Retrieved:    25000
Query 104: 0.2155                       Relevant:      1663
Query 105: 0.5545                       Rel_ret:       1472
                                                                                                     0.8
Query 106: 0.8368
Query 107: 0.1565                   Interpolated Recall -
Query 108: 0.4684                   Precision Averages:
Query 109: 0.1690                       at 0.00       0.7843
Query 110: 0.3233                       at 0.10       0.6725                                         0.6
Query 111: 0.1571                       at 0.20       0.6268
Query 112: 0.3335                       at 0.30       0.5703
Query 113: 0.4505                       at 0.40       0.4921




                                                                    Precision
Query 114: 0.5920                       at 0.50       0.4505
Query 115: 0.9001                       at 0.60       0.3835                                         0.4
Query 116: 0.0065                       at 0.70       0.2960
Query 117: 0.2163                       at 0.80       0.2287
Query 118: 0.3699                       at 0.90       0.1614
Query 119: 0.9903                       at 1.00       0.0678
Query 120: 0.5201                                                                                    0.2
Query 121: 0.2453                   Avg. prec. (non-interpolated)
Query 122: 0.2767                   for all rel. documents
Query 123: 0.0000                                     0.4177
Query 124: 0.6969                   Precision:
Query 125: 0.7961                     At    5 docs:   0.5920                                         0.0
                                      At   10 docs:   0.5600                                           0.0         0.2       0.4              0.6         0.8    1.0
                                      At   15 docs:   0.5280
                                      At   20 docs:   0.5080                                                                         Recall
                                      At   30 docs:   0.4853
                                      At 100 docs:    0.3300
                                      At 200 docs:    0.2166                                                             Run BKGRMLGG2
                                      At 500 docs:    0.1062                                                             Comparison to median by topic
                                      At 1000 docs:   0.0589
                                                                                                     +1.0
                                    R-Precision (prec. after R
                                    (=num_rel) docs. retrieved):
                                        Exact:        0.4334


                                                                                                     +0.5




                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                             101   105      110               115        120    125

                                                                                                                                   Topic number
FU Hagen, GIRT German to German, Auto, TD                                                                                    Run FUHdm
Average precision                   Overall statistics                                                                     Recall−Precision Values
(individual queries):               (for 25 queries):                                                 1.0
Query 101: 0.0000                   Total number of documents
Query 102: 0.0000                   over all queries
Query 103: 0.0360                       Retrieved:     1309
Query 104: 0.0000                       Relevant:      1663
Query 105: 0.0117                       Rel_ret:        167                                          0.8
Query 106: 0.8708
Query 107: 0.0222                   Interpolated Recall -
Query 108: 0.0000                   Precision Averages:
Query 109: 0.0192                       at 0.00       0.3509
Query 110: 0.0000                       at 0.10       0.2045                                         0.6
Query 111: 0.0000                       at 0.20       0.1395
Query 112: 0.0173                       at 0.30       0.1357
Query 113: 0.0250                       at 0.40       0.1114




                                                                    Precision
Query 114: 0.0000                       at 0.50       0.1078
Query 115: 0.0000                       at 0.60       0.1078                                         0.4
Query 116: 0.8179                       at 0.70       0.1061
Query 117: 0.0000                       at 0.80       0.1058
Query 118: 0.0913                       at 0.90       0.0000
Query 119: 0.0000                       at 1.00       0.0000
Query 120: 0.0000                                                                                    0.2
Query 121: 0.2200                   Avg. prec. (non-interpolated)
Query 122: 0.0000                   for all rel. documents
Query 123: 0.0000                                     0.1126
Query 124: 0.0539                   Precision:
Query 125: 0.6300                     At    5 docs:   0.2480                                         0.0
                                      At   10 docs:   0.1960                                           0.0         0.2       0.4              0.6         0.8    1.0
                                      At   15 docs:   0.1947
                                      At   20 docs:   0.1780                                                                         Recall
                                      At   30 docs:   0.1547
                                      At 100 docs:    0.0664
                                      At 200 docs:    0.0332                                                                  Run FUHdm
                                      At 500 docs:    0.0134                                                             Comparison to median by topic
                                      At 1000 docs:   0.0067
                                                                                                     +1.0
                                    R-Precision (prec. after R
                                    (=num_rel) docs. retrieved):
                                        Exact:        0.1393


                                                                                                     +0.5




                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                             101   105      110               115        120    125

                                                                                                                                   Topic number
FU Hagen, GIRT German to German, Auto, TD                                                                                    Run FUHdrw
Average precision                   Overall statistics                                                                     Recall−Precision Values
(individual queries):               (for 25 queries):                                                 1.0
Query 101: 0.0088                   Total number of documents
Query 102: 0.1507                   over all queries
Query 103: 0.0702                       Retrieved:    25000
Query 104: 0.0209                       Relevant:      1663
Query 105: 0.0252                       Rel_ret:        672                                          0.8
Query 106: 0.2858
Query 107: 0.0004                   Interpolated Recall -
Query 108: 0.1818                   Precision Averages:
Query 109: 0.0138                       at 0.00       0.3685
Query 110: 0.0025                       at 0.10       0.2865                                         0.6
Query 111: 0.0131                       at 0.20       0.2114
Query 112: 0.0487                       at 0.30       0.1768
Query 113: 0.1158                       at 0.40       0.1062




                                                                    Precision
Query 114: 0.0234                       at 0.50       0.0934
Query 115: 0.1487                       at 0.60       0.0784                                         0.4
Query 116: 0.7857                       at 0.70       0.0694
Query 117: 0.0079                       at 0.80       0.0544
Query 118: 0.0347                       at 0.90       0.0120
Query 119: 0.0035                       at 1.00       0.0015
Query 120: 0.0626                                                                                    0.2
Query 121: 0.1873                   Avg. prec. (non-interpolated)
Query 122: 0.0106                   for all rel. documents
Query 123: 0.0015                                     0.1162
Query 124: 0.0550                   Precision:
Query 125: 0.6458                     At    5 docs:   0.2320                                         0.0
                                      At   10 docs:   0.2120                                           0.0         0.2       0.4              0.6         0.8    1.0
                                      At   15 docs:   0.2133
                                      At   20 docs:   0.2140                                                                         Recall
                                      At   30 docs:   0.1867
                                      At 100 docs:    0.0976
                                      At 200 docs:    0.0684                                                                  Run FUHdrw
                                      At 500 docs:    0.0394                                                             Comparison to median by topic
                                      At 1000 docs:   0.0269
                                                                                                     +1.0
                                    R-Precision (prec. after R
                                    (=num_rel) docs. retrieved):
                                        Exact:        0.1632


                                                                                                     +0.5




                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                             101   105      110               115        120    125

                                                                                                                                   Topic number
FU Hagen, GIRT German to German, Auto, TD                                                                                    Run FUHds1
Average precision                   Overall statistics                                                                     Recall−Precision Values
(individual queries):               (for 25 queries):                                                 1.0
Query 101: 0.0370                   Total number of documents
Query 102: 0.4567                   over all queries
Query 103: 0.0762                       Retrieved:    25000
Query 104: 0.1733                       Relevant:      1663
Query 105: 0.4815                       Rel_ret:       1148                                          0.8
Query 106: 0.7269
Query 107: 0.1623                   Interpolated Recall -
Query 108: 0.3043                   Precision Averages:
Query 109: 0.1042                       at 0.00       0.8119
Query 110: 0.2217                       at 0.10       0.5467                                         0.6
Query 111: 0.0643                       at 0.20       0.4134
Query 112: 0.0030                       at 0.30       0.3611
Query 113: 0.2042                       at 0.40       0.2825




                                                                    Precision
Query 114: 0.0929                       at 0.50       0.2190
Query 115: 0.4745                       at 0.60       0.1543                                         0.4
Query 116: 0.1462                       at 0.70       0.0837
Query 117: 0.2373                       at 0.80       0.0459
Query 118: 0.3153                       at 0.90       0.0161
Query 119: 0.3892                       at 1.00       0.0022
Query 120: 0.2075                                                                                    0.2
Query 121: 0.1494                   Avg. prec. (non-interpolated)
Query 122: 0.0525                   for all rel. documents
Query 123: 0.1383                                     0.2446
Query 124: 0.4336                   Precision:
Query 125: 0.4636                     At    5 docs:   0.5680                                         0.0
                                      At   10 docs:   0.5000                                           0.0         0.2       0.4              0.6         0.8    1.0
                                      At   15 docs:   0.4347
                                      At   20 docs:   0.4080                                                                         Recall
                                      At   30 docs:   0.3760
                                      At 100 docs:    0.2224
                                      At 200 docs:    0.1506                                                                  Run FUHds1
                                      At 500 docs:    0.0794                                                             Comparison to median by topic
                                      At 1000 docs:   0.0459
                                                                                                     +1.0
                                    R-Precision (prec. after R
                                    (=num_rel) docs. retrieved):
                                        Exact:        0.2815


                                                                                                     +0.5




                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                             101   105      110               115        120    125

                                                                                                                                   Topic number
FU Hagen, GIRT German to German, Auto, TD                                                                                   Run FUHdw1
Average precision                   Overall statistics                                                                     Recall−Precision Values
(individual queries):               (for 25 queries):                                                 1.0
Query 101: 0.3342                   Total number of documents
Query 102: 0.3393                   over all queries
Query 103: 0.0670                       Retrieved:    25000
Query 104: 0.0940                       Relevant:      1663
Query 105: 0.3916                       Rel_ret:       1009                                          0.8
Query 106: 0.3032
Query 107: 0.0053                   Interpolated Recall -
Query 108: 0.2160                   Precision Averages:
Query 109: 0.0089                       at 0.00       0.6620
Query 110: 0.5343                       at 0.10       0.5377                                         0.6
Query 111: 0.2493                       at 0.20       0.4653
Query 112: 0.0471                       at 0.30       0.4012
Query 113: 0.1437                       at 0.40       0.2761




                                                                    Precision
Query 114: 0.0456                       at 0.50       0.2335
Query 115: 0.2426                       at 0.60       0.1612                                         0.4
Query 116: 0.8755                       at 0.70       0.1240
Query 117: 0.0885                       at 0.80       0.0937
Query 118: 0.3256                       at 0.90       0.0580
Query 119: 0.4180                       at 1.00       0.0131
Query 120: 0.1161                                                                                    0.2
Query 121: 0.0383                   Avg. prec. (non-interpolated)
Query 122: 0.0443                   for all rel. documents
Query 123: 0.0622                                     0.2482
Query 124: 0.6641                   Precision:
Query 125: 0.5493                     At    5 docs:   0.4240                                         0.0
                                      At   10 docs:   0.4160                                           0.0         0.2       0.4              0.6         0.8    1.0
                                      At   15 docs:   0.3973
                                      At   20 docs:   0.3720                                                                         Recall
                                      At   30 docs:   0.3413
                                      At 100 docs:    0.2104
                                      At 200 docs:    0.1362                                                                 Run FUHdw1
                                      At 500 docs:    0.0695                                                             Comparison to median by topic
                                      At 1000 docs:   0.0404
                                                                                                     +1.0
                                    R-Precision (prec. after R
                                    (=num_rel) docs. retrieved):
                                        Exact:        0.2799


                                                                                                     +0.5




                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                             101   105      110               115        120    125

                                                                                                                                   Topic number
FU Hagen, GIRT German to German, Auto, TD                                                                                   Run FUHdw2
Average precision                   Overall statistics                                                                     Recall−Precision Values
(individual queries):               (for 25 queries):                                                 1.0
Query 101: 0.3344                   Total number of documents
Query 102: 0.3479                   over all queries
Query 103: 0.0874                       Retrieved:    25000
Query 104: 0.0789                       Relevant:      1663
Query 105: 0.3734                       Rel_ret:        938                                          0.8
Query 106: 0.2818
Query 107: 0.0015                   Interpolated Recall -
Query 108: 0.1246                   Precision Averages:
Query 109: 0.0018                       at 0.00       0.6919
Query 110: 0.5663                       at 0.10       0.5545                                         0.6
Query 111: 0.2523                       at 0.20       0.4355
Query 112: 0.0218                       at 0.30       0.3816
Query 113: 0.2195                       at 0.40       0.2726




                                                                    Precision
Query 114: 0.0723                       at 0.50       0.1762
Query 115: 0.0998                       at 0.60       0.1177                                         0.4
Query 116: 0.6701                       at 0.70       0.0720
Query 117: 0.0940                       at 0.80       0.0614
Query 118: 0.3264                       at 0.90       0.0393
Query 119: 0.4054                       at 1.00       0.0074
Query 120: 0.1369                                                                                    0.2
Query 121: 0.0444                   Avg. prec. (non-interpolated)
Query 122: 0.1018                   for all rel. documents
Query 123: 0.0327                                     0.2276
Query 124: 0.6217                   Precision:
Query 125: 0.3926                     At    5 docs:   0.4400                                         0.0
                                      At   10 docs:   0.4280                                           0.0         0.2       0.4              0.6         0.8    1.0
                                      At   15 docs:   0.4053
                                      At   20 docs:   0.3800                                                                         Recall
                                      At   30 docs:   0.3507
                                      At 100 docs:    0.1944
                                      At 200 docs:    0.1228                                                                 Run FUHdw2
                                      At 500 docs:    0.0638                                                             Comparison to median by topic
                                      At 1000 docs:   0.0375
                                                                                                     +1.0
                                    R-Precision (prec. after R
                                    (=num_rel) docs. retrieved):
                                        Exact:        0.2457


                                                                                                     +0.5




                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                             101   105      110               115        120    125

                                                                                                                                   Topic number
Ricoh, GIRT German to German, Auto, TD                                                                                     Run rdedetde04
Average precision                   Overall statistics                                                                     Recall−Precision Values
(individual queries):               (for 25 queries):                                                 1.0
Query 101: 0.0701                   Total number of documents
Query 102: 0.1415                   over all queries
Query 103: 0.1920                       Retrieved:    25000
Query 104: 0.1509                       Relevant:      1663
Query 105: 0.2466                       Rel_ret:        922
                                                                                                     0.8
Query 106: 1.0000
Query 107: 0.0122                   Interpolated Recall -
Query 108: 0.2007                   Precision Averages:
Query 109: 0.0832                       at 0.00       0.6007
Query 110: 0.1528                       at 0.10       0.4474                                         0.6
Query 111: 0.2563                       at 0.20       0.3752
Query 112: 0.2138                       at 0.30       0.3252
Query 113: 0.2265                       at 0.40       0.2629




                                                                    Precision
Query 114: 0.5418                       at 0.50       0.2144
Query 115: 0.6158                       at 0.60       0.1678                                         0.4
Query 116: 0.0001                       at 0.70       0.1349
Query 117: 0.0738                       at 0.80       0.1050
Query 118: 0.1494                       at 0.90       0.0958
Query 119: 0.9564                       at 1.00       0.0421
Query 120: 0.0006                                                                                    0.2
Query 121: 0.3352                   Avg. prec. (non-interpolated)
Query 122: 0.0362                   for all rel. documents
Query 123: 0.0012                                     0.2381
Query 124: 0.2665                   Precision:
Query 125: 0.0286                     At    5 docs:   0.4080                                         0.0
                                      At   10 docs:   0.4160                                           0.0         0.2       0.4              0.6         0.8    1.0
                                      At   15 docs:   0.3893
                                      At   20 docs:   0.3600                                                                         Recall
                                      At   30 docs:   0.3187
                                      At 100 docs:    0.2064
                                      At 200 docs:    0.1306                                                                Run rdedetde04
                                      At 500 docs:    0.0642                                                             Comparison to median by topic
                                      At 1000 docs:   0.0369
                                                                                                     +1.0
                                    R-Precision (prec. after R
                                    (=num_rel) docs. retrieved):
                                        Exact:        0.2759


                                                                                                     +0.5




                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                             101   105      110               115        120    125

                                                                                                                                   Topic number
Ricoh, GIRT English to German, Auto, TD                                                                                    Run rendetde04
Average precision                   Overall statistics                                                                     Recall−Precision Values
(individual queries):               (for 25 queries):                                                 1.0
Query 101: 0.0282                   Total number of documents
Query 102: 0.2096                   over all queries
Query 103: 0.0087                       Retrieved:    25000
Query 104: 0.1969                       Relevant:      1663
Query 105: 0.2578                       Rel_ret:        684
                                                                                                     0.8
Query 106: 0.7468
Query 107: 0.0938                   Interpolated Recall -
Query 108: 0.1732                   Precision Averages:
Query 109: 0.0009                       at 0.00       0.5697
Query 110: 0.0818                       at 0.10       0.3478                                         0.6
Query 111: 0.0284                       at 0.20       0.2338
Query 112: 0.0000                       at 0.30       0.1708
Query 113: 0.0654                       at 0.40       0.1177




                                                                    Precision
Query 114: 0.1029                       at 0.50       0.0886
Query 115: 0.1334                       at 0.60       0.0471                                         0.4
Query 116: 0.0000                       at 0.70       0.0268
Query 117: 0.0212                       at 0.80       0.0252
Query 118: 0.1923                       at 0.90       0.0016
Query 119: 0.0300                       at 1.00       0.0016
Query 120: 0.0002                                                                                    0.2
Query 121: 0.0534                   Avg. prec. (non-interpolated)
Query 122: 0.0380                   for all rel. documents
Query 123: 0.0019                                     0.1261
Query 124: 0.2486                   Precision:
Query 125: 0.4396                     At    5 docs:   0.3920                                         0.0
                                      At   10 docs:   0.3280                                           0.0         0.2       0.4              0.6         0.8    1.0
                                      At   15 docs:   0.3040
                                      At   20 docs:   0.2640                                                                         Recall
                                      At   30 docs:   0.2387
                                      At 100 docs:    0.1252
                                      At 200 docs:    0.0858                                                                Run rendetde04
                                      At 500 docs:    0.0448                                                             Comparison to median by topic
                                      At 1000 docs:   0.0274
                                                                                                     +1.0
                                    R-Precision (prec. after R
                                    (=num_rel) docs. retrieved):
                                        Exact:        0.1678


                                                                                                     +0.5




                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                             101   105      110               115        120    125

                                                                                                                                   Topic number
UC Berkeley, GIRT German to English, Auto, TD                                                                            Run BKGRBLGE1
Average precision                   Overall statistics                                                                     Recall−Precision Values
(individual queries):               (for 24 queries):                                                 1.0
Query 101: 0.0139                   Total number of documents
Query 102: 0.6606                   over all queries
Query 103: 0.1848                       Retrieved:    24000
Query 104: 0.3119                       Relevant:      1235
Query 105: 0.4166                       Rel_ret:       1100
                                                                                                     0.8
Query 106: 0.9178
Query 107: 0.0516                   Interpolated Recall -
Query 108: 0.6331                   Precision Averages:
Query 109: 0.1544                       at 0.00       0.7434
Query 110: 0.4638                       at 0.10       0.6626                                         0.6
Query 111: 0.1097                       at 0.20       0.5636
Query 113: 0.3669                       at 0.30       0.5173
Query 114: 0.6507                       at 0.40       0.4845




                                                                    Precision
Query 115: 0.8458                       at 0.50       0.4106
Query 116: 0.2237                       at 0.60       0.3675                                         0.4
Query 117: 0.0857                       at 0.70       0.3074
Query 118: 0.2415                       at 0.80       0.2421
Query 119: 0.7454                       at 0.90       0.1835
Query 120: 0.5478                       at 1.00       0.0762
Query 121: 0.0253                                                                                    0.2
Query 122: 0.3786                   Avg. prec. (non-interpolated)
Query 123: 0.0000                   for all rel. documents
Query 124: 0.7888                                     0.4053
Query 125: 0.9094                   Precision:
                                      At    5 docs:   0.5833                                         0.0
                                      At   10 docs:   0.5750                                           0.0         0.2       0.4              0.6         0.8    1.0
                                      At   15 docs:   0.5472
                                      At   20 docs:   0.5083                                                                         Recall
                                      At   30 docs:   0.4569
                                      At 100 docs:    0.2829
                                      At 200 docs:    0.1752                                                              Run BKGRBLGE1
                                      At 500 docs:    0.0828                                                             Comparison to median by topic
                                      At 1000 docs:   0.0458
                                                                                                     +1.0
                                    R-Precision (prec. after R
                                    (=num_rel) docs. retrieved):
                                        Exact:        0.3963


                                                                                                     +0.5




                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                             101   105      110               115        120    125

                                                                                                                                   Topic number
UC Berkeley, GIRT German to English, Auto, TD                                                                            Run BKGRBLGE2
Average precision                   Overall statistics                                                                     Recall−Precision Values
(individual queries):               (for 24 queries):                                                 1.0
Query 101: 0.0059                   Total number of documents
Query 102: 0.6596                   over all queries
Query 103: 0.1827                       Retrieved:    24000
Query 104: 0.2688                       Relevant:      1235
Query 105: 0.4514                       Rel_ret:       1032
                                                                                                     0.8
Query 106: 0.7495
Query 107: 0.4430                   Interpolated Recall -
Query 108: 0.7310                   Precision Averages:
Query 109: 0.0758                       at 0.00       0.6386
Query 110: 0.3429                       at 0.10       0.5398                                         0.6
Query 111: 0.1150                       at 0.20       0.4737
Query 113: 0.0279                       at 0.30       0.4260
Query 114: 0.1608                       at 0.40       0.3748




                                                                    Precision
Query 115: 0.5717                       at 0.50       0.3218
Query 116: 0.0021                       at 0.60       0.2733                                         0.4
Query 117: 0.0295                       at 0.70       0.2156
Query 118: 0.4087                       at 0.80       0.1280
Query 119: 0.0756                       at 0.90       0.0818
Query 120: 0.4653                       at 1.00       0.0203
Query 121: 0.0006                                                                                    0.2
Query 122: 0.1997                   Avg. prec. (non-interpolated)
Query 123: 0.0007                   for all rel. documents
Query 124: 0.8504                                     0.3054
Query 125: 0.5110                   Precision:
                                      At    5 docs:   0.5083                                         0.0
                                      At   10 docs:   0.4750                                           0.0         0.2       0.4              0.6         0.8    1.0
                                      At   15 docs:   0.4444
                                      At   20 docs:   0.4083                                                                         Recall
                                      At   30 docs:   0.3806
                                      At 100 docs:    0.2387
                                      At 200 docs:    0.1538                                                              Run BKGRBLGE2
                                      At 500 docs:    0.0781                                                             Comparison to median by topic
                                      At 1000 docs:   0.0430
                                                                                                     +1.0
                                    R-Precision (prec. after R
                                    (=num_rel) docs. retrieved):
                                        Exact:        0.3177


                                                                                                     +0.5




                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                             101   105      110               115        120    125

                                                                                                                                   Topic number
UC Berkeley, GIRT German to English, Auto, TD                                                                            Run BKGRBLGE3
Average precision                   Overall statistics                                                                     Recall−Precision Values
(individual queries):               (for 24 queries):                                                 1.0
Query 101: 0.0046                   Total number of documents
Query 102: 0.7079                   over all queries
Query 103: 0.1844                       Retrieved:    24000
Query 104: 0.2775                       Relevant:      1235
Query 105: 0.3794                       Rel_ret:       1058
                                                                                                     0.8
Query 106: 0.8810
Query 107: 0.4211                   Interpolated Recall -
Query 108: 0.6825                   Precision Averages:
Query 109: 0.0850                       at 0.00       0.7184
Query 110: 0.4300                       at 0.10       0.5957                                         0.6
Query 111: 0.1303                       at 0.20       0.5407
Query 113: 0.1694                       at 0.30       0.4875
Query 114: 0.5389                       at 0.40       0.4454




                                                                    Precision
Query 115: 0.8168                       at 0.50       0.3903
Query 116: 0.0048                       at 0.60       0.3200                                         0.4
Query 117: 0.0669                       at 0.70       0.2618
Query 118: 0.1518                       at 0.80       0.2178
Query 119: 0.2013                       at 0.90       0.1499
Query 120: 0.5654                       at 1.00       0.0446
Query 121: 0.0004                                                                                    0.2
Query 122: 0.3742                   Avg. prec. (non-interpolated)
Query 123: 0.0007                   for all rel. documents
Query 124: 0.8256                                     0.3668
Query 125: 0.9031                   Precision:
                                      At    5 docs:   0.5250                                         0.0
                                      At   10 docs:   0.5292                                           0.0         0.2       0.4              0.6         0.8    1.0
                                      At   15 docs:   0.5056
                                      At   20 docs:   0.4729                                                                         Recall
                                      At   30 docs:   0.4278
                                      At 100 docs:    0.2650
                                      At 200 docs:    0.1694                                                              Run BKGRBLGE3
                                      At 500 docs:    0.0806                                                             Comparison to median by topic
                                      At 1000 docs:   0.0441
                                                                                                     +1.0
                                    R-Precision (prec. after R
                                    (=num_rel) docs. retrieved):
                                        Exact:        0.3596


                                                                                                     +0.5




                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                             101   105      110               115        120    125

                                                                                                                                   Topic number
UC Berkeley, GIRT German to English, Auto, TD                                                                            Run BKGRBLGE4
Average precision                   Overall statistics                                                                     Recall−Precision Values
(individual queries):               (for 24 queries):                                                 1.0
Query 101: 0.0056                   Total number of documents
Query 102: 0.7967                   over all queries
Query 103: 0.1951                       Retrieved:    24000
Query 104: 0.0645                       Relevant:      1235
Query 105: 0.4514                       Rel_ret:       1010
                                                                                                     0.8
Query 106: 0.7337
Query 107: 0.3726                   Interpolated Recall -
Query 108: 0.6805                   Precision Averages:
Query 109: 0.1462                       at 0.00       0.6348
Query 110: 0.0639                       at 0.10       0.5394                                         0.6
Query 111: 0.1259                       at 0.20       0.4894
Query 113: 0.0279                       at 0.30       0.4300
Query 114: 0.6052                       at 0.40       0.3948




                                                                    Precision
Query 115: 0.7850                       at 0.50       0.3609
Query 116: 0.0010                       at 0.60       0.3172                                         0.4
Query 117: 0.0347                       at 0.70       0.2471
Query 118: 0.3010                       at 0.80       0.1868
Query 119: 0.0092                       at 0.90       0.1083
Query 120: 0.5912                       at 1.00       0.0280
Query 121: 0.0001                                                                                    0.2
Query 122: 0.4640                   Avg. prec. (non-interpolated)
Query 123: 0.0000                   for all rel. documents
Query 124: 0.6670                                     0.3340
Query 125: 0.8926                   Precision:
                                      At    5 docs:   0.5083                                         0.0
                                      At   10 docs:   0.4917                                           0.0         0.2       0.4              0.6         0.8    1.0
                                      At   15 docs:   0.4417
                                      At   20 docs:   0.4333                                                                         Recall
                                      At   30 docs:   0.4125
                                      At 100 docs:    0.2612
                                      At 200 docs:    0.1575                                                              Run BKGRBLGE4
                                      At 500 docs:    0.0766                                                             Comparison to median by topic
                                      At 1000 docs:   0.0421
                                                                                                     +1.0
                                    R-Precision (prec. after R
                                    (=num_rel) docs. retrieved):
                                        Exact:        0.3383


                                                                                                     +0.5




                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                             101   105      110               115        120    125

                                                                                                                                   Topic number
UC Berkeley, GIRT German to English, Auto, TD                                                                            Run BKGRBLGE5
Average precision                   Overall statistics                                                                     Recall−Precision Values
(individual queries):               (for 24 queries):                                                 1.0
Query 101: 0.0051                   Total number of documents
Query 102: 0.7645                   over all queries
Query 103: 0.1753                       Retrieved:    24000
Query 104: 0.4721                       Relevant:      1235
Query 105: 0.3531                       Rel_ret:        968
                                                                                                     0.8
Query 106: 0.7516
Query 107: 0.1194                   Interpolated Recall -
Query 108: 0.6713                   Precision Averages:
Query 109: 0.0930                       at 0.00       0.6312
Query 110: 0.2925                       at 0.10       0.5184                                         0.6
Query 111: 0.0827                       at 0.20       0.4916
Query 113: 0.3015                       at 0.30       0.4567
Query 114: 0.0237                       at 0.40       0.4035




                                                                    Precision
Query 115: 0.7739                       at 0.50       0.3691
Query 116: 0.0011                       at 0.60       0.3095                                         0.4
Query 117: 0.0451                       at 0.70       0.2533
Query 118: 0.4116                       at 0.80       0.1959
Query 119: 0.8369                       at 0.90       0.1468
Query 120: 0.0134                       at 1.00       0.0442
Query 121: 0.0004                                                                                    0.2
Query 122: 0.2404                   Avg. prec. (non-interpolated)
Query 123: 0.0238                   for all rel. documents
Query 124: 0.7597                                     0.3370
Query 125: 0.8764                   Precision:
                                      At    5 docs:   0.5000                                         0.0
                                      At   10 docs:   0.4792                                           0.0         0.2       0.4              0.6         0.8    1.0
                                      At   15 docs:   0.4472
                                      At   20 docs:   0.4167                                                                         Recall
                                      At   30 docs:   0.4042
                                      At 100 docs:    0.2458
                                      At 200 docs:    0.1560                                                              Run BKGRBLGE5
                                      At 500 docs:    0.0747                                                             Comparison to median by topic
                                      At 1000 docs:   0.0403
                                                                                                     +1.0
                                    R-Precision (prec. after R
                                    (=num_rel) docs. retrieved):
                                        Exact:        0.3279


                                                                                                     +0.5




                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                             101   105      110               115        120    125

                                                                                                                                   Topic number
UC Berkeley, GIRT English to English, Auto, TD                                                                           Run BKGRMLEE1
Average precision                   Overall statistics                                                                     Recall−Precision Values
(individual queries):               (for 24 queries):                                                 1.0
Query 101: 0.0064                   Total number of documents
Query 102: 0.7936                   over all queries
Query 103: 0.0891                       Retrieved:    24000
Query 104: 0.1997                       Relevant:      1235
Query 105: 0.6470                       Rel_ret:       1162
                                                                                                     0.8
Query 106: 0.5990
Query 107: 0.1470                   Interpolated Recall -
Query 108: 0.6666                   Precision Averages:
Query 109: 0.0908                       at 0.00       0.7644
Query 110: 0.1749                       at 0.10       0.6066                                         0.6
Query 111: 0.0977                       at 0.20       0.5131
Query 113: 0.3077                       at 0.30       0.4577
Query 114: 0.7757                       at 0.40       0.4205




                                                                    Precision
Query 115: 0.8503                       at 0.50       0.3830
Query 116: 0.1707                       at 0.60       0.3415                                         0.4
Query 117: 0.0234                       at 0.70       0.2752
Query 118: 0.3991                       at 0.80       0.2173
Query 119: 0.1834                       at 0.90       0.1619
Query 120: 0.6136                       at 1.00       0.0495
Query 121: 0.1608                                                                                    0.2
Query 122: 0.1921                   Avg. prec. (non-interpolated)
Query 123: 0.0260                   for all rel. documents
Query 124: 0.9187                                     0.3732
Query 125: 0.8241                   Precision:
                                      At    5 docs:   0.5917                                         0.0
                                      At   10 docs:   0.5333                                           0.0         0.2       0.4              0.6         0.8    1.0
                                      At   15 docs:   0.4972
                                      At   20 docs:   0.4729                                                                         Recall
                                      At   30 docs:   0.4458
                                      At 100 docs:    0.2696
                                      At 200 docs:    0.1769                                                             Run BKGRMLEE1
                                      At 500 docs:    0.0891                                                             Comparison to median by topic
                                      At 1000 docs:   0.0484
                                                                                                     +1.0
                                    R-Precision (prec. after R
                                    (=num_rel) docs. retrieved):
                                        Exact:        0.3589


                                                                                                     +0.5




                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                             101   105      110               115        120    125

                                                                                                                                   Topic number
UC Berkeley, GIRT English to English, Auto, TD                                                                           Run BKGRMLEE2
Average precision                   Overall statistics                                                                     Recall−Precision Values
(individual queries):               (for 24 queries):                                                 1.0
Query 101: 0.0069                   Total number of documents
Query 102: 0.6686                   over all queries
Query 103: 0.1297                       Retrieved:    24000
Query 104: 0.2222                       Relevant:      1235
Query 105: 0.6652                       Rel_ret:       1170
                                                                                                     0.8
Query 106: 0.4064
Query 107: 0.2286                   Interpolated Recall -
Query 108: 0.7099                   Precision Averages:
Query 109: 0.1202                       at 0.00       0.7767
Query 110: 0.1511                       at 0.10       0.6488                                         0.6
Query 111: 0.0725                       at 0.20       0.5271
Query 113: 0.4353                       at 0.30       0.4882
Query 114: 0.7089                       at 0.40       0.4516




                                                                    Precision
Query 115: 0.9229                       at 0.50       0.3936
Query 116: 0.1672                       at 0.60       0.3486                                         0.4
Query 117: 0.0240                       at 0.70       0.2933
Query 118: 0.4753                       at 0.80       0.2275
Query 119: 0.3203                       at 0.90       0.1592
Query 120: 0.5674                       at 1.00       0.0593
Query 121: 0.3453                                                                                    0.2
Query 122: 0.2580                   Avg. prec. (non-interpolated)
Query 123: 0.0431                   for all rel. documents
Query 124: 0.9095                                     0.3908
Query 125: 0.8205                   Precision:
                                      At    5 docs:   0.5917                                         0.0
                                      At   10 docs:   0.5375                                           0.0         0.2       0.4              0.6         0.8    1.0
                                      At   15 docs:   0.5194
                                      At   20 docs:   0.5000                                                                         Recall
                                      At   30 docs:   0.4583
                                      At 100 docs:    0.2983
                                      At 200 docs:    0.1940                                                             Run BKGRMLEE2
                                      At 500 docs:    0.0907                                                             Comparison to median by topic
                                      At 1000 docs:   0.0488
                                                                                                     +1.0
                                    R-Precision (prec. after R
                                    (=num_rel) docs. retrieved):
                                        Exact:        0.3766


                                                                                                     +0.5




                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                             101   105      110               115        120    125

                                                                                                                                   Topic number
FU Hagen, GIRT German to English, Auto, TD                                                                                    Run FUHe1
Average precision                   Overall statistics                                                                     Recall−Precision Values
(individual queries):               (for 24 queries):                                                 1.0
Query 101: 0.0000                   Total number of documents
Query 102: 0.0753                   over all queries
Query 103: 0.0000                       Retrieved:    18006
Query 104: 0.0973                       Relevant:      1235                                          0.8
Query 105: 0.0073                       Rel_ret:        164
Query 106: 0.2444
Query 107: 0.0133                   Interpolated Recall -
Query 108: 0.1504                   Precision Averages:
Query 109: 0.0028                       at 0.00       0.3208
Query 110: 0.0071                       at 0.10       0.1361                                         0.6
Query 111: 0.0072                       at 0.20       0.0628
Query 113: 0.0007                       at 0.30       0.0135
Query 114: 0.0003                       at 0.40       0.0054




                                                                    Precision
Query 115: 0.0086                       at 0.50       0.0000
Query 116: 0.0088                       at 0.60       0.0000                                         0.4
Query 117: 0.0043                       at 0.70       0.0000
Query 118: 0.0323                       at 0.80       0.0000
Query 119: 0.1224                       at 0.90       0.0000
Query 120: 0.0012                       at 1.00       0.0000
Query 121: 0.0003                                                                                    0.2
Query 122: 0.0007                   Avg. prec. (non-interpolated)
Query 123: 0.0000                   for all rel. documents
Query 124: 0.0570                                     0.0351
Query 125: 0.0000                   Precision:
                                      At    5 docs:   0.1750                                         0.0
                                      At   10 docs:   0.1583                                           0.0         0.2       0.4              0.6         0.8    1.0
                                      At   15 docs:   0.1222
                                      At   20 docs:   0.0979                                                                         Recall
                                      At   30 docs:   0.0819
                                      At 100 docs:    0.0346
                                      At 200 docs:    0.0246                                                                   Run FUHe1
                                      At 500 docs:    0.0115                                                             Comparison to median by topic
                                      At 1000 docs:   0.0068
                                                                                                     +1.0
                                    R-Precision (prec. after R
                                    (=num_rel) docs. retrieved):
                                        Exact:        0.0528


                                                                                                     +0.5




                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                             101   105      110               115        120    125

                                                                                                                                   Topic number
FU Hagen, GIRT German to English, Auto, TD                                                                                    Run FUHe2
Average precision                   Overall statistics                                                                     Recall−Precision Values
(individual queries):               (for 24 queries):                                                 1.0
Query 101: 0.0000                   Total number of documents
Query 102: 0.0633                   over all queries
Query 103: 0.0000                       Retrieved:    18252
Query 104: 0.1192                       Relevant:      1235                                          0.8
Query 105: 0.0068                       Rel_ret:        164
Query 106: 0.2667
Query 107: 0.0129                   Interpolated Recall -
Query 108: 0.1607                   Precision Averages:
Query 109: 0.0028                       at 0.00       0.3169
Query 110: 0.0071                       at 0.10       0.1405                                         0.6
Query 111: 0.0067                       at 0.20       0.0638
Query 113: 0.0007                       at 0.30       0.0131
Query 114: 0.0003                       at 0.40       0.0058




                                                                    Precision
Query 115: 0.0090                       at 0.50       0.0000
Query 116: 0.0087                       at 0.60       0.0000                                         0.4
Query 117: 0.0006                       at 0.70       0.0000
Query 118: 0.0336                       at 0.80       0.0000
Query 119: 0.1258                       at 0.90       0.0000
Query 120: 0.0036                       at 1.00       0.0000
Query 121: 0.0005                                                                                    0.2
Query 122: 0.0012                   Avg. prec. (non-interpolated)
Query 123: 0.0000                   for all rel. documents
Query 124: 0.0549                                     0.0369
Query 125: 0.0000                   Precision:
                                      At    5 docs:   0.2083                                         0.0
                                      At   10 docs:   0.1667                                           0.0         0.2       0.4              0.6         0.8    1.0
                                      At   15 docs:   0.1306
                                      At   20 docs:   0.1062                                                                         Recall
                                      At   30 docs:   0.0778
                                      At 100 docs:    0.0367
                                      At 200 docs:    0.0242                                                                   Run FUHe2
                                      At 500 docs:    0.0117                                                             Comparison to median by topic
                                      At 1000 docs:   0.0068
                                                                                                     +1.0
                                    R-Precision (prec. after R
                                    (=num_rel) docs. retrieved):
                                        Exact:        0.0553


                                                                                                     +0.5




                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                             101   105      110               115        120    125

                                                                                                                                   Topic number
FU Hagen, GIRT German to English, Auto, TD                                                                                    Run FUHe3
Average precision                   Overall statistics                                                                     Recall−Precision Values
(individual queries):               (for 24 queries):                                                 1.0
Query 101: 0.0000                   Total number of documents
Query 102: 0.0633                   over all queries
Query 103: 0.0000                       Retrieved:    18911
Query 104: 0.1128                       Relevant:      1235                                          0.8
Query 105: 0.0068                       Rel_ret:        165
Query 106: 0.2667
Query 107: 0.0129                   Interpolated Recall -
Query 108: 0.1607                   Precision Averages:
Query 109: 0.0028                       at 0.00       0.3146
Query 110: 0.0071                       at 0.10       0.1395                                         0.6
Query 111: 0.0071                       at 0.20       0.0652
Query 113: 0.0007                       at 0.30       0.0132
Query 114: 0.0003                       at 0.40       0.0057




                                                                    Precision
Query 115: 0.0082                       at 0.50       0.0000
Query 116: 0.0103                       at 0.60       0.0000                                         0.4
Query 117: 0.0006                       at 0.70       0.0000
Query 118: 0.0336                       at 0.80       0.0000
Query 119: 0.1258                       at 0.90       0.0000
Query 120: 0.0027                       at 1.00       0.0000
Query 121: 0.0003                                                                                    0.2
Query 122: 0.0007                   Avg. prec. (non-interpolated)
Query 123: 0.0000                   for all rel. documents
Query 124: 0.0534                                     0.0365
Query 125: 0.0000                   Precision:
                                      At    5 docs:   0.2083                                         0.0
                                      At   10 docs:   0.1625                                           0.0         0.2       0.4              0.6         0.8    1.0
                                      At   15 docs:   0.1278
                                      At   20 docs:   0.1042                                                                         Recall
                                      At   30 docs:   0.0792
                                      At 100 docs:    0.0358
                                      At 200 docs:    0.0244                                                                   Run FUHe3
                                      At 500 docs:    0.0118                                                             Comparison to median by topic
                                      At 1000 docs:   0.0069
                                                                                                     +1.0
                                    R-Precision (prec. after R
                                    (=num_rel) docs. retrieved):
                                        Exact:        0.0548


                                                                                                     +0.5




                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                             101   105      110               115        120    125

                                                                                                                                   Topic number
FU Hagen, GIRT German to English, Auto, TD                                                                                    Run FUHe4
Average precision                   Overall statistics                                                                     Recall−Precision Values
(individual queries):               (for 24 queries):                                                 1.0
Query 101: 0.0000                   Total number of documents
Query 102: 0.0633                   over all queries
Query 103: 0.0000                       Retrieved:    18735
Query 104: 0.1128                       Relevant:      1235                                          0.8
Query 105: 0.0068                       Rel_ret:        165
Query 106: 0.2667
Query 107: 0.0129                   Interpolated Recall -
Query 108: 0.1607                   Precision Averages:
Query 109: 0.0028                       at 0.00       0.3174
Query 110: 0.0071                       at 0.10       0.1395                                         0.6
Query 111: 0.0071                       at 0.20       0.0652
Query 113: 0.0007                       at 0.30       0.0132
Query 114: 0.0003                       at 0.40       0.0057




                                                                    Precision
Query 115: 0.0090                       at 0.50       0.0000
Query 116: 0.0103                       at 0.60       0.0000                                         0.4
Query 117: 0.0006                       at 0.70       0.0000
Query 118: 0.0336                       at 0.80       0.0000
Query 119: 0.1258                       at 0.90       0.0000
Query 120: 0.0036                       at 1.00       0.0000
Query 121: 0.0005                                                                                    0.2
Query 122: 0.0012                   Avg. prec. (non-interpolated)
Query 123: 0.0000                   for all rel. documents
Query 124: 0.0534                                     0.0366
Query 125: 0.0000                   Precision:
                                      At    5 docs:   0.2083                                         0.0
                                      At   10 docs:   0.1667                                           0.0         0.2       0.4              0.6         0.8    1.0
                                      At   15 docs:   0.1306
                                      At   20 docs:   0.1062                                                                         Recall
                                      At   30 docs:   0.0792
                                      At 100 docs:    0.0367
                                      At 200 docs:    0.0246                                                                   Run FUHe4
                                      At 500 docs:    0.0118                                                             Comparison to median by topic
                                      At 1000 docs:   0.0069
                                                                                                     +1.0
                                    R-Precision (prec. after R
                                    (=num_rel) docs. retrieved):
                                        Exact:        0.0553


                                                                                                     +0.5




                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                             101   105      110               115        120    125

                                                                                                                                   Topic number
FU Hagen, GIRT German to English, Auto, TD                                                                                    Run FUHe5
Average precision                   Overall statistics                                                                     Recall−Precision Values
(individual queries):               (for 24 queries):                                                 1.0
Query 101: 0.0000                   Total number of documents
Query 102: 0.1269                   over all queries
Query 103: 0.0000                       Retrieved:    12766
Query 104: 0.0991                       Relevant:      1235
Query 105: 0.0592                       Rel_ret:        156
                                                                                                     0.8
Query 106: 0.0020
Query 107: 0.0024                   Interpolated Recall -
Query 108: 0.1397                   Precision Averages:
Query 109: 0.0012                       at 0.00       0.3192
Query 110: 0.0005                       at 0.10       0.0950                                         0.6
Query 111: 0.0027                       at 0.20       0.0325
Query 113: 0.0007                       at 0.30       0.0116
Query 114: 0.0102                       at 0.40       0.0078




                                                                    Precision
Query 115: 0.0104                       at 0.50       0.0000
Query 116: 0.0010                       at 0.60       0.0000                                         0.4
Query 117: 0.0034                       at 0.70       0.0000
Query 118: 0.0132                       at 0.80       0.0000
Query 119: 0.0497                       at 0.90       0.0000
Query 120: 0.0016                       at 1.00       0.0000
Query 121: 0.0002                                                                                    0.2
Query 122: 0.0013                   Avg. prec. (non-interpolated)
Query 123: 0.0000                   for all rel. documents
Query 124: 0.0249                                     0.0229
Query 125: 0.0002                   Precision:
                                      At    5 docs:   0.1167                                         0.0
                                      At   10 docs:   0.1167                                           0.0         0.2       0.4              0.6         0.8    1.0
                                      At   15 docs:   0.1083
                                      At   20 docs:   0.1021                                                                         Recall
                                      At   30 docs:   0.0764
                                      At 100 docs:    0.0387
                                      At 200 docs:    0.0258                                                                   Run FUHe5
                                      At 500 docs:    0.0129                                                             Comparison to median by topic
                                      At 1000 docs:   0.0065
                                                                                                     +1.0
                                    R-Precision (prec. after R
                                    (=num_rel) docs. retrieved):
                                        Exact:        0.0477


                                                                                                     +0.5




                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                             101   105      110               115        120    125

                                                                                                                                   Topic number
IRIT, GIRT English to English, Auto, T                                                                                         Run run1T
Average precision                   Overall statistics                                                                     Recall−Precision Values
(individual queries):               (for 24 queries):                                                 1.0
Query 101: 0.0238                   Total number of documents
Query 102: 0.4941                   over all queries
Query 103: 0.0122                       Retrieved:    21681
Query 104: 0.3279                       Relevant:      1235                                          0.8
Query 105: 0.4775                       Rel_ret:       1013
Query 106: 1.0000
Query 107: 0.0214                   Interpolated Recall -
Query 108: 0.5247                   Precision Averages:
Query 109: 0.3295                       at 0.00       0.7741
Query 110: 0.2722                       at 0.10       0.6067                                         0.6
Query 111: 0.2782                       at 0.20       0.5644
Query 113: 0.6721                       at 0.30       0.5073
Query 114: 0.7412                       at 0.40       0.4438




                                                                    Precision
Query 115: 0.7088                       at 0.50       0.4024
Query 116: 0.0289                       at 0.60       0.3264                                         0.4
Query 117: 0.0563                       at 0.70       0.2513
Query 118: 0.2732                       at 0.80       0.1973
Query 119: 0.1239                       at 0.90       0.1223
Query 120: 0.1619                       at 1.00       0.0616
Query 121: 0.3744                                                                                    0.2
Query 122: 0.1419                   Avg. prec. (non-interpolated)
Query 123: 0.2955                   for all rel. documents
Query 124: 0.9233                                     0.3740
Query 125: 0.7140                   Precision:
                                      At    5 docs:   0.6000                                         0.0
                                      At   10 docs:   0.5625                                           0.0         0.2       0.4              0.6         0.8    1.0
                                      At   15 docs:   0.5250
                                      At   20 docs:   0.4917                                                                         Recall
                                      At   30 docs:   0.4444
                                      At 100 docs:    0.2475
                                      At 200 docs:    0.1448                                                                       Run run1T
                                      At 500 docs:    0.0743                                                             Comparison to median by topic
                                      At 1000 docs:   0.0422
                                                                                                     +1.0
                                    R-Precision (prec. after R
                                    (=num_rel) docs. retrieved):
                                        Exact:        0.3974


                                                                                                     +0.5




                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                             101   105      110               115        120    125

                                                                                                                                   Topic number
IRIT, GIRT English to English, Auto, TD                                                                                      Run run2TD
Average precision                   Overall statistics                                                                     Recall−Precision Values
(individual queries):               (for 24 queries):                                                 1.0
Query 101: 0.0130                   Total number of documents
Query 102: 0.4803                   over all queries
Query 103: 0.0096                       Retrieved:    24000
Query 104: 0.4040                       Relevant:      1235                                          0.8
Query 105: 0.5007                       Rel_ret:       1097
Query 106: 1.0000
Query 107: 0.0969                   Interpolated Recall -
Query 108: 0.5278                   Precision Averages:
Query 109: 0.2183                       at 0.00       0.7612
Query 110: 0.3102                       at 0.10       0.6161                                         0.6
Query 111: 0.2218                       at 0.20       0.5437
Query 113: 0.5887                       at 0.30       0.5162
Query 114: 0.7484                       at 0.40       0.4580




                                                                    Precision
Query 115: 0.7893                       at 0.50       0.4127
Query 116: 0.1422                       at 0.60       0.3671                                         0.4
Query 117: 0.1079                       at 0.70       0.3029
Query 118: 0.4848                       at 0.80       0.2176
Query 119: 0.0815                       at 0.90       0.1253
Query 120: 0.4658                       at 1.00       0.0564
Query 121: 0.0568                                                                                    0.2
Query 122: 0.2820                   Avg. prec. (non-interpolated)
Query 123: 0.0421                   for all rel. documents
Query 124: 0.9266                                     0.3855
Query 125: 0.7524                   Precision:
                                      At    5 docs:   0.5750                                         0.0
                                      At   10 docs:   0.5375                                           0.0         0.2       0.4              0.6         0.8    1.0
                                      At   15 docs:   0.5306
                                      At   20 docs:   0.5125                                                                         Recall
                                      At   30 docs:   0.4556
                                      At 100 docs:    0.2650
                                      At 200 docs:    0.1650                                                                  Run run2TD
                                      At 500 docs:    0.0831                                                             Comparison to median by topic
                                      At 1000 docs:   0.0457
                                                                                                     +1.0
                                    R-Precision (prec. after R
                                    (=num_rel) docs. retrieved):
                                        Exact:        0.3836


                                                                                                     +0.5




                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                             101   105      110               115        120    125

                                                                                                                                   Topic number
IRIT, GIRT English to English, Auto, TD                                                                                     Run run3TDfc
Average precision                   Overall statistics                                                                     Recall−Precision Values
(individual queries):               (for 24 queries):                                                 1.0
Query 101: 0.0130                   Total number of documents
Query 102: 0.3019                   over all queries
Query 103: 0.0110                       Retrieved:    24000
Query 104: 0.4222                       Relevant:      1235                                          0.8
Query 105: 0.4990                       Rel_ret:       1080
Query 106: 1.0000
Query 107: 0.0948                   Interpolated Recall -
Query 108: 0.5278                   Precision Averages:
Query 109: 0.2183                       at 0.00       0.7592
Query 110: 0.3102                       at 0.10       0.6135                                         0.6
Query 111: 0.2218                       at 0.20       0.5372
Query 113: 0.5887                       at 0.30       0.4717
Query 114: 0.7142                       at 0.40       0.4275




                                                                    Precision
Query 115: 0.7893                       at 0.50       0.3967
Query 116: 0.1422                       at 0.60       0.3473                                         0.4
Query 117: 0.0908                       at 0.70       0.2907
Query 118: 0.4848                       at 0.80       0.2306
Query 119: 0.0831                       at 0.90       0.1361
Query 120: 0.3233                       at 1.00       0.0682
Query 121: 0.0568                                                                                    0.2
Query 122: 0.2820                   Avg. prec. (non-interpolated)
Query 123: 0.0421                   for all rel. documents
Query 124: 0.9260                                     0.3764
Query 125: 0.8915                   Precision:
                                      At    5 docs:   0.5750                                         0.0
                                      At   10 docs:   0.5292                                           0.0         0.2       0.4              0.6         0.8    1.0
                                      At   15 docs:   0.5111
                                      At   20 docs:   0.4938                                                                         Recall
                                      At   30 docs:   0.4389
                                      At 100 docs:    0.2621
                                      At 200 docs:    0.1648                                                                 Run run3TDfc
                                      At 500 docs:    0.0825                                                             Comparison to median by topic
                                      At 1000 docs:   0.0450
                                                                                                     +1.0
                                    R-Precision (prec. after R
                                    (=num_rel) docs. retrieved):
                                        Exact:        0.3817


                                                                                                     +0.5




                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                             101   105      110               115        120    125

                                                                                                                                   Topic number
IRIT, GIRT English to English, Auto, TD                                                                                    Run run4TDWN
Average precision                   Overall statistics                                                                     Recall−Precision Values
(individual queries):               (for 24 queries):                                                 1.0
Query 101: 0.0101                   Total number of documents
Query 102: 0.4819                   over all queries
Query 103: 0.0280                       Retrieved:    24000
Query 104: 0.2655                       Relevant:      1235                                          0.8
Query 105: 0.6110                       Rel_ret:       1106
Query 106: 1.0000
Query 107: 0.1405                   Interpolated Recall -
Query 108: 0.4354                   Precision Averages:
Query 109: 0.2183                       at 0.00       0.7817
Query 110: 0.3315                       at 0.10       0.6164                                         0.6
Query 111: 0.2123                       at 0.20       0.5030
Query 113: 0.1767                       at 0.30       0.4806
Query 114: 0.7483                       at 0.40       0.4101




                                                                    Precision
Query 115: 0.7859                       at 0.50       0.3753
Query 116: 0.1040                       at 0.60       0.3389                                         0.4
Query 117: 0.1136                       at 0.70       0.2723
Query 118: 0.4532                       at 0.80       0.1946
Query 119: 0.0830                       at 0.90       0.1096
Query 120: 0.4722                       at 1.00       0.0588
Query 121: 0.0916                                                                                    0.2
Query 122: 0.2820                   Avg. prec. (non-interpolated)
Query 123: 0.0380                   for all rel. documents
Query 124: 0.8995                                     0.3640
Query 125: 0.7524                   Precision:
                                      At    5 docs:   0.5917                                         0.0
                                      At   10 docs:   0.5333                                           0.0         0.2       0.4              0.6         0.8    1.0
                                      At   15 docs:   0.5083
                                      At   20 docs:   0.4833                                                                         Recall
                                      At   30 docs:   0.4333
                                      At 100 docs:    0.2587
                                      At 200 docs:    0.1633                                                               Run run4TDWN
                                      At 500 docs:    0.0839                                                             Comparison to median by topic
                                      At 1000 docs:   0.0461
                                                                                                     +1.0
                                    R-Precision (prec. after R
                                    (=num_rel) docs. retrieved):
                                        Exact:        0.3663


                                                                                                     +0.5




                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                             101   105      110               115        120    125

                                                                                                                                   Topic number
IRIT, GIRT English to English, Auto, T                                                                                      Run run4TWN
Average precision                   Overall statistics                                                                     Recall−Precision Values
(individual queries):               (for 24 queries):                                                 1.0
Query 101: 0.0238                   Total number of documents
Query 102: 0.4941                   over all queries
Query 103: 0.0106                       Retrieved:    21907
Query 104: 0.3279                       Relevant:      1235                                          0.8
Query 105: 0.4775                       Rel_ret:       1014
Query 106: 1.0000
Query 107: 0.0170                   Interpolated Recall -
Query 108: 0.5247                   Precision Averages:
Query 109: 0.3592                       at 0.00       0.7665
Query 110: 0.3012                       at 0.10       0.6145                                         0.6
Query 111: 0.2782                       at 0.20       0.5691
Query 113: 0.6794                       at 0.30       0.5073
Query 114: 0.7412                       at 0.40       0.4493




                                                                    Precision
Query 115: 0.7110                       at 0.50       0.3981
Query 116: 0.0289                       at 0.60       0.3256                                         0.4
Query 117: 0.0563                       at 0.70       0.2525
Query 118: 0.2716                       at 0.80       0.1970
Query 119: 0.1236                       at 0.90       0.1207
Query 120: 0.1658                       at 1.00       0.0603
Query 121: 0.3788                                                                                    0.2
Query 122: 0.1418                   Avg. prec. (non-interpolated)
Query 123: 0.2803                   for all rel. documents
Query 124: 0.9233                                     0.3764
Query 125: 0.7172                   Precision:
                                      At    5 docs:   0.6083                                         0.0
                                      At   10 docs:   0.5667                                           0.0         0.2       0.4              0.6         0.8    1.0
                                      At   15 docs:   0.5250
                                      At   20 docs:   0.4917                                                                         Recall
                                      At   30 docs:   0.4444
                                      At 100 docs:    0.2467
                                      At 200 docs:    0.1446                                                                 Run run4TWN
                                      At 500 docs:    0.0745                                                             Comparison to median by topic
                                      At 1000 docs:   0.0422
                                                                                                     +1.0
                                    R-Precision (prec. after R
                                    (=num_rel) docs. retrieved):
                                        Exact:        0.3961


                                                                                                     +0.5




                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                             101   105      110               115        120    125

                                                                                                                                   Topic number