=Paper= {{Paper |id=Vol-1168/CLEF2002wn-all-Appendix |storemode=property |title=None |pdfUrl=https://ceur-ws.org/Vol-1168/CLEF2002wn-all-Appendix.pdf |volume=Vol-1168 }} ==None== https://ceur-ws.org/Vol-1168/CLEF2002wn-all-Appendix.pdf
                                 Appendix – Results for 2002 Campaign
The following pages contain the results for all valid experiments for the multilingual, bilingual, monolingual,
Amaryllis and GIRT tasks that were officially submitted to the organizers for the CLEF 2002 campaign. Results
for the interactive track are presented elsewhere.

The first four pages give a listing of all runs and their characteristics:

Institution:              the name of the participant’s organization responsible for the run
Country:                  origin of participant’s organization
Run Tag:                  unique identifier for every experiment. Can be used to match individual result pages
                          with this list.
Task:                     which track/task the experiment is part of.
Topic language:           language of the topics used to create the experiment (ISO identifiers for language).
Topic fields:             identifies the parts of the topics used for query creation (combination of T=title,
                          D=description and N=narrative).
Run Type:                 type of experiment (automatic/manual).
Pool:                     specifies if experiment was used for relevance assessment pooling.

The following eleven pages compare the top entries for every track/task. Shown are the recall/precision curves
for at most five groups. Chosen are the best entries by the respective groups, with the topic fields fixed to
title+description (mandatory experiment for every participant) and only automatic experiments used. For the
multilingual and bilingual experiments, the top entries regardless of topic language are presented.

The remainder of the pages is made up by the individual results for every official experiment. Each experiment is
presented on one page, with the following details given:

1.  A table providing the following information:
   • Average precision figures for every individual query. This allows comparison of system performance for
       single queries, which is important since variation of performance across queries is often very high and
       can be significant.
   • Overall statistics, giving:
                - the total number of documents retrieved by the system
                - the total number of overall relevant documents in the collection, and
                - the total number of relevant documents actually found by the system
                - interpolated precision averages at specific recall levels
                - non-interpolated average precision over all queries
                - precision numbers after inspecting a specific number of documents
                - R-precision: precision after the last relevant document was retrieved.
2. Two graphs consisting of:
    • a recall/precision graph, providing a plot of the precision values for various recall levels. This is the
         standard statistic and is the one most commonly reported in the literature.
    • a comparison to median performance. For each query, the difference in average precision, when
         compared to the median performance for the given task, is plotted. This graph gives valuable insight
         into which type of queries is handled well by different systems.

The results page for a specific experiment can be most quickly located by using the table of contents. This table
is sorted by group, task, topic language and topic fields. The individual pages are sorted by task and run tag.

More information on the interpretation of the standard measures used for scoring experiments (average precision,
recall levels, precision/recall graphs, etc.) can be found e.g. in:

Martin Braschler, Carol Peters: CLEF Methodology and Metrics, CLEF 2001, pages 394-404 (Carol Peters,
Martin Braschler, Julio Gonzalo, Michael Kluck (Eds.), Evaluation of Cross-Language Information Retrieval
Systems, Second Workshop of the Cross-Language Evaluation Forum, CLEF 2001, Darmstadt, Germany,
September 3-4, 2001. Revised Papers. Lecture Notes in Computer Science, Vol. 2406, Springer, 2002, ISBN 3-
540-44042-9)
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Univ. of Ca. at Berkeley 1   USA              BKAMEF1          Amaryllis   EN   TD    Auto     Y
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University of Alicante    Spain         irn1               Mono        ES   TD    Auto     Y
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University of Amsterdam   Netherlands   UAmsC02EnGiTTiKW   GIRT        EN   TD    Auto     Y
University of Amsterdam   Netherlands   UAmsC02EnGiTTiRR   GIRT        EN   TD    Auto     Y
University of Amsterdam   Netherlands   UAmsC02GeGeLC2F    Mono        DE   TD    Auto
University of Amsterdam   Netherlands   UAmsC02GeGeNGiMO   Mono        DE   TD    Auto     Y
University of Amsterdam   Netherlands   UAmsC02GeGeNGram   Mono        DE   TD    Auto
University of Amsterdam   Netherlands   UAmsC02SpSpNGiSt   Mono        ES   TD    Auto     Y
University of Amsterdam   Netherlands   UAmsC02FiFiNGram   Mono        FI   TD    Auto     Y
University of Amsterdam   Netherlands   UAmsC02FrFrNGiMO   Mono        FR   TD    Auto     Y
University of Amsterdam   Netherlands   UAmsC02ItItNGiMO   Mono        IT   TD    Auto     Y
University of Amsterdam   Netherlands   UAmsC02DuDuNGiMO   Mono        NL   TD    Auto     Y
University of Amsterdam   Netherlands   UAmsC02DuDuNGram   Mono        NL   TD    Auto
University of Amsterdam   Netherlands   UAmsC02SwSwNGram   Mono        SV   TD    Auto     Y
University of Salamanca   Spain         usalNST            Mono        ES   T     Auto
University of Salamanca   Spain         usalNAT            Mono        ES   T     Auto
University of Salamanca   Spain         usalNNTDN          Mono        ES   TDN   Auto     Y
University of Salamanca   Spain         usalFNTDN          Mono        ES   TDN   Auto     Y
XRCE Xerox                France        xrcegirt1          GIRT        EN   T     Auto     Y
XRCE Xerox                France        xrcegirt3          GIRT        EN   T     Auto     Y
XRCE Xerox                France        xrcegirt4          GIRT        EN   T     Auto     Y
                    CLEF 2002 − Multilingual Task (Average Precision)
                                Automatic, Title + Description, Five Best Groups
            1.0

                                                                          0.3783 U Neuchâtel
                                                                          0.3762 UC Berkeley 2
            0.8                                                           0.3409 Eurospider
                                                                          0.2774 U Jaen/SINAI
                                                                          0.2331 Océ

            0.6




Precision
            0.4



            0.2



            0.0
              0.0         0.2                0.4               0.6                 0.8           1.0

                                                    Recall
                  CLEF 2002 − Bilingual to German Task (Average Precision)
                                  Automatic, Title + Description, Five Best Groups
            1.0

                                                                            0.4759 UC Berkeley 2
                                                                            0.4448 UC Berkeley 1
            0.8                                                             0.4129 U Neuchâtel
                                                                            0.3137 JHU/APL
                                                                            0.2747 U Jaen/SINAI

            0.6
Precision




            0.4



            0.2



            0.0
              0.0           0.2                0.4               0.6                 0.8           1.0

                                                      Recall


                  CLEF 2002 − Bilingual to English Task (Average Precision)
                                  Automatic, Title + Description, Five Best Groups
            1.0

                                                                            0.4158 JHU/APL
                                                                            0.3502 Clairvoyance
            0.8                                                             0.3235 Océ
                                                                            0.2449 IRIT
                                                                            0.2088 Middlesex U


            0.6
Precision




            0.4



            0.2



            0.0
              0.0           0.2                0.4               0.6                 0.8           1.0

                                                      Recall
                  CLEF 2002 − Bilingual to Spanish Task (Average Precision)
                                  Automatic, Title + Description, Five Best Groups
            1.0

                                                                            0.4786 U Neuchâtel
                                                                            0.4567 UC Berkeley 2
            0.8                                                             0.4202 U Exeter
                                                                            0.3699 Océ
                                                                            0.3602 JHU/APL


            0.6
Precision




            0.4



            0.2



            0.0
              0.0           0.2                0.4               0.6                 0.8           1.0

                                                      Recall


                  CLEF 2002 − Bilingual to Finnish Task (Average Precision)
                                  Automatic, Title + Description, Five Best Groups
            1.0

                                                                            0.2016 U Tampere
                                                                            0.2003 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
                  CLEF 2002 − Bilingual to French Task (Average Precision)
                                  Automatic, Title + Description, Five Best Groups
            1.0

                                                                                0.4935 U Neuchâtel
                                                                                0.4773 UC Berkeley 2
            0.8                                                                 0.4312 UC Berkeley 1
                                                                                0.3505 JHU/APL
                                                                                0.3467 U Jaen/SINAI

            0.6
Precision




            0.4



            0.2



            0.0
              0.0           0.2                0.4               0.6                 0.8               1.0

                                                      Recall


                  CLEF 2002 − Bilingual to Italian Task (Average Precision)
                                  Automatic, Title + Description, Five Best Groups
            1.0

                                                                                0.4090 UC Berkeley 2
                                                                                0.3994 U Exeter
            0.8                                                             
                                                                                0.3756 U Neuchâtel
                                                                                0.3552 ITC−IRST
                                                                                0.2794 JHU/APL


            0.6
Precision




            0.4



            0.2



            0.0
              0.0           0.2                0.4               0.6                 0.8               1.0

                                                      Recall
                  CLEF 2002 − Bilingual to Dutch Task (Average Precision)
                                 Automatic, Title + Description, Five Best Groups
            0.8

                                                                           0.3516 JHU/APL
                                                                           0.3369 U Twente/TNO
                                                                           0.3199 UC Berkeley 2
            0.6                                                            0.2933 U Amsterdam
                                                                           0.1912 Océ
Precision




            0.4




            0.2




            0.0
              0.0          0.2                0.4               0.6                 0.8           1.0

                                                     Recall


              CLEF 2002 − Bilingual to Swedish Task (Average Precision)
                                 Automatic, Title + Description, Five Best Groups
            1.0

                                                                           0.3003 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
              CLEF 2002 − German Monolingual Task (Average Precision)
                              Automatic, Title + Description, Five Best Groups
            1.0

                                                                        0.5234 UC Berkeley 2
                                                                        0.4802 U Amsterdam
            0.8                                                         0.4672 U Neuchâtel
                                                                        0.4663 JHU/APL
                                                                        0.4577 Eurospider


            0.6
Precision




            0.4



            0.2



            0.0
              0.0       0.2                0.4               0.6                 0.8           1.0

                                                  Recall


              CLEF 2002 − Spanish Monolingual Task (Average Precision)
                              Automatic, Title + Description, Five Best Groups
            1.0

                                                                        0.5441 U Neuchâtel
                                                                        0.5338 UC Berkeley 2
            0.8                                                         0.5192 JHU/APL
                                                                        0.4993 TLR Research
                                                                        0.4980 U Alicante


            0.6
Precision




            0.4



            0.2



            0.0
              0.0       0.2                0.4               0.6                 0.8           1.0

                                                  Recall
              CLEF 2002 − Finnish Monolingual Task (Average Precision)
                                  Automatic, Title + Description, Five Best Groups
            1.0

                                                                            0.4090 U Neuchâtel
                                                                            0.4056 U Twente/TNO
            0.8                                                             0.3956 Hummingbird
                                                                            0.3280 JHU/APL
                                                                            0.3034 U Amsterdam


            0.6
Precision




            0.4



            0.2



            0.0
              0.0           0.2                0.4               0.6                 0.8           1.0

                                                      Recall


                  CLEF 2002 − French Monolingual Task (Average Precision)
                                  Automatic, Title + Description, Five Best Groups
            1.0

                                                                            0.5191 UC Berkeley 2
                                                                            0.4841 U Neuchâtel
            0.8                                                             0.4558 UC Berkeley 1
                                                                            0.4535 U Amsterdam
                                                                            0.4509 JHU/APL

            0.6
Precision




            0.4



            0.2



            0.0
              0.0           0.2                0.4               0.6                 0.8           1.0

                                                      Recall
                  CLEF 2002 − Italian Monolingual Task (Average Precision)
                                  Automatic, Title + Description, Five Best Groups
            1.0

                                                                            
                                                                                0.5088 F. U. Bordoni
                                                                                0.4920 ITC−IRST
            0.8                                                                 0.4750 UC Berkeley 2
                                                                                0.4618 U Neuchâtel
                                                                                0.4599 JHU/APL


            0.6
Precision




            0.4



            0.2



            0.0
              0.0           0.2                0.4               0.6                 0.8               1.0

                                                      Recall


                  CLEF 2002 − Dutch Monolingual Task (Average Precision)
                                  Automatic, Title + Description, Five Best Groups
            1.0

                                                                                0.5028 JHU/APL
                                                                                0.4878 U Neuchâtel
            0.8                                                                 0.4847 UC Berkeley 2
                                                                                0.4598 U Amsterdam
                                                                                0.4447 Hummingbird


            0.6
Precision




            0.4



            0.2



            0.0
              0.0           0.2                0.4               0.6                 0.8               1.0

                                                      Recall
              CLEF 2002 − Swedish Monolingual Task (Average Precision)
                              Automatic, Title + Description, Five Best Groups
            1.0

                                                                        0.4317 JHU/APL
                                                                        0.4187 U Amsterdam
            0.8                                                         0.3441 Hummingbird
                                                                        0.2439 TLR Research
                                                                        0.1347 SICS/Conexor


            0.6
Precision




            0.4




            0.2




            0.0
              0.0       0.2                0.4                 0.6               0.8          1.0

                                                      Recall
                                                  
                  CLEF 2002 − Amaryllis Bilingual Task (Average Precision)
                                  Automatic, Title + Description, Five Best Groups
            1.0

                                                                             0.4272 UC Berkeley 1
                                                                             0.2660 U Amsterdam
            0.8



            0.6
Precision




            0.4



            0.2



            0.0
              0.0           0.2                 0.4              0.6                 0.8             1.0

                                                       Recall


            CLEF 2002 − Amaryllis Monolingual Task (Average Precision)
                                  Automatic, Title + Description, Five Best Groups
            1.0

                                                                            0.4802 U Neuchâtel
                                                                            0.4396 UC Berkeley 1
            0.8                                                             0.2681 U Amsterdam




            0.6
Precision




            0.4




            0.2




            0.0
              0.0           0.2                0.4               0.6                 0.8            1.0

                                                      Recall
                    CLEF 2002 − GIRT Bilingual Task (Average Precision)
                                  Automatic, Title + Description, Five Best Groups
            1.0

                                                                            0.2330 UC Berkeley 1
                                                                            0.0704 U Amsterdam
            0.8



            0.6
Precision




            0.4



            0.2



            0.0
              0.0           0.2                0.4               0.6                 0.8           1.0

                                                      Recall


                  CLEF 2002 − GIRT Monolingual Task (Average Precision)
                                  Automatic, Title + Description, Five Best Groups
            1.0

                                                                            0.2587 UC Berkeley 1
                                                                            0.1906 U Amsterdam
            0.8                                                             0.1890 U Dortmund
                                                                            0.1097 U Hildesheim



            0.6
Precision




            0.4



            0.2



            0.0
              0.0           0.2                0.4               0.6                 0.8           1.0

                                                      Recall
JHU/APL, Multilingual English, Auto, TD                                                                                   Run aplmuena
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.0432                   Total number of documents
 Query 92: 0.4077                   over all queries
 Query 93: 0.0001                       Retrieved:    50000                                          0.8
 Query 94: 0.4458                       Relevant:      8068
 Query 95: 0.1565                       Rel_ret:       4729
 Query 96: 0.0007
 Query 97: 0.1591                   Interpolated Recall -
 Query 98: 0.0322                   Precision Averages:                                              0.6
 Query 99: 0.0758                       at 0.00       0.6876
 Query 100: 0.1888                      at 0.10       0.4105
 Query 101: 0.1633                      at 0.20       0.3359




                                                                    Precision
 Query 102: 0.5017                      at 0.30       0.2832                                         0.4
 Query 103: 0.1062                      at 0.40       0.2274
 Query 104: 0.3265                      at 0.50       0.1755
 Query 105: 0.5721                      at 0.60       0.1524
 Query 106: 0.0605                      at 0.70       0.1219                                         0.2
 Query 107: 0.1172                      at 0.80       0.0903
 Query 108: 0.2891                      at 0.90       0.0579
 Query 109: 0.1746                      at 1.00       0.0186
 Query 110: 0.1680
                                                                                                     0.0
 Query 111: 0.1382                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.1430                  for all rel. documents
 Query 113: 0.0214                                    0.2070                                                                       Recall
 Query 114: 0.3196                  Precision:
 Query 115: 0.1753                    At    5 docs:   0.4680                                                               Run aplmuena
 Query 116: 0.1621                    At   10 docs:   0.4180
 Query 117: 0.0334                    At   15 docs:   0.3973                                                           Comparison to median by topic
 Query 118: 0.0043                    At   20 docs:   0.3790                                         +1.0
 Query 119: 0.6915                    At   30 docs:   0.3513
 Query 120: 0.1655                    At 100 docs:    0.2792
 Query 121: 0.2549                    At 200 docs:    0.2189
 Query 122: 0.1637                    At 500 docs:    0.1425
 Query 123: 0.6085                    At 1000 docs:   0.0946                                         +0.5
 Query 124: 0.1104
 Query 125: 0.0921                  R-Precision (prec. after R
 Query 126: 0.1512                  (=num_rel) docs. retrieved):
 Query 127: 0.0481                      Exact:        0.2650
 Query 128: 0.0401                                                                                    0.0
 Query 129: 0.2482
 Query 130: 0.6098
 Query 131: 0.5279
 Query 132: 0.5204
 Query 133: 0.0131
                                                                    Difference (average precision)




 Query 134: 0.1615                                                                                   −0.5
 Query 135: 0.1195
 Query 136: 0.1839
 Query 137: 0.0800
 Query 138: 0.2859
 Query 139: 0.0398                                                                                   −1.0
 Query 140: 0.2495                                                                                          91   100       110              120        130   140

                                                                                                                                 Topic number
JHU/APL, Multilingual English, Auto, TD                                                                                   Run aplmuenb
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.0832                   Total number of documents
 Query 92: 0.3773                   over all queries
 Query 93: 0.0001                       Retrieved:    50000                                          0.8
 Query 94: 0.5247                       Relevant:      8068
 Query 95: 0.1735                       Rel_ret:       4660
 Query 96: 0.0018
 Query 97: 0.1872                   Interpolated Recall -
 Query 98: 0.0623                   Precision Averages:                                              0.6
 Query 99: 0.0733                       at 0.00       0.7118
 Query 100: 0.2563                      at 0.10       0.4276
 Query 101: 0.3103                      at 0.20       0.3526




                                                                    Precision
 Query 102: 0.3980                      at 0.30       0.2969                                         0.4
 Query 103: 0.1100                      at 0.40       0.2424
 Query 104: 0.2544                      at 0.50       0.1793
 Query 105: 0.5276                      at 0.60       0.1421
 Query 106: 0.0806                      at 0.70       0.1111                                         0.2
 Query 107: 0.1124                      at 0.80       0.0691
 Query 108: 0.2181                      at 0.90       0.0375
 Query 109: 0.1477                      at 1.00       0.0099
 Query 110: 0.1937
                                                                                                     0.0
 Query 111: 0.1157                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.0753                  for all rel. documents
 Query 113: 0.0193                                    0.2082                                                                       Recall
 Query 114: 0.3674                  Precision:
 Query 115: 0.1810                    At    5 docs:   0.4480                                                               Run aplmuenb
 Query 116: 0.1705                    At   10 docs:   0.4420
 Query 117: 0.0533                    At   15 docs:   0.4267                                                           Comparison to median by topic
 Query 118: 0.0032                    At   20 docs:   0.4050                                         +1.0
 Query 119: 0.6800                    At   30 docs:   0.3847
 Query 120: 0.0827                    At 100 docs:    0.2956
 Query 121: 0.1442                    At 200 docs:    0.2285
 Query 122: 0.1522                    At 500 docs:    0.1434
 Query 123: 0.6079                    At 1000 docs:   0.0932                                         +0.5
 Query 124: 0.1322
 Query 125: 0.1585                  R-Precision (prec. after R
 Query 126: 0.1748                  (=num_rel) docs. retrieved):
 Query 127: 0.0726                      Exact:        0.2765
 Query 128: 0.0301                                                                                    0.0
 Query 129: 0.2650
 Query 130: 0.5426
 Query 131: 0.5086
 Query 132: 0.4081
 Query 133: 0.0045
                                                                    Difference (average precision)




 Query 134: 0.2922                                                                                   −0.5
 Query 135: 0.1567
 Query 136: 0.2169
 Query 137: 0.0717
 Query 138: 0.3366
 Query 139: 0.0608                                                                                   −1.0
 Query 140: 0.2316                                                                                          91   100       110              120        130   140

                                                                                                                                 Topic number
Univ. of Ca. at Berkeley 2, Multilingual English, Auto, TD                                                               Run bky2muen1
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.1832                   Total number of documents
 Query 92: 0.3782                   over all queries
 Query 93: 0.6555                       Retrieved:    50000
                                                                                                     0.8
 Query 94: 0.4686                       Relevant:      8068
 Query 95: 0.2080                       Rel_ret:       5880
 Query 96: 0.2726
 Query 97: 0.4967                   Interpolated Recall -
 Query 98: 0.5991                   Precision Averages:                                              0.6
 Query 99: 0.2957                       at 0.00       0.8646
 Query 100: 0.4329                      at 0.10       0.6252
 Query 101: 0.2298                      at 0.20       0.5606




                                                                    Precision
 Query 102: 0.5244                      at 0.30       0.4992                                         0.4
 Query 103: 0.5829                      at 0.40       0.4397
 Query 104: 0.1913                      at 0.50       0.3898
 Query 105: 0.5235                      at 0.60       0.3364
 Query 106: 0.1210                      at 0.70       0.2759                                         0.2
 Query 107: 0.1798                      at 0.80       0.2115
 Query 108: 0.3819                      at 0.90       0.1229
 Query 109: 0.1130                      at 1.00       0.0136
 Query 110: 0.6656
                                                                                                     0.0
 Query 111: 0.0893                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.5905                  for all rel. documents
 Query 113: 0.0067                                    0.3762                                                                       Recall
 Query 114: 0.2074                  Precision:
 Query 115: 0.3806                    At    5 docs:   0.5960                                                              Run bky2muen1
 Query 116: 0.5823                    At   10 docs:   0.5880
 Query 117: 0.2375                    At   15 docs:   0.5867                                                           Comparison to median by topic
 Query 118: 0.0340                    At   20 docs:   0.5800                                         +1.0
 Query 119: 0.7770                    At   30 docs:   0.5587
 Query 120: 0.1850                    At 100 docs:    0.4092
 Query 121: 0.4959                    At 200 docs:    0.3196
 Query 122: 0.2526                    At 500 docs:    0.1961
 Query 123: 0.7943                    At 1000 docs:   0.1176                                         +0.5
 Query 124: 0.0272
 Query 125: 0.1486                  R-Precision (prec. after R
 Query 126: 0.2036                  (=num_rel) docs. retrieved):
 Query 127: 0.6207                      Exact:        0.4153
 Query 128: 0.0385                                                                                    0.0
 Query 129: 0.3792
 Query 130: 0.4976
 Query 131: 0.4905
 Query 132: 0.4855
 Query 133: 0.1314
                                                                    Difference (average precision)




 Query 134: 0.8288                                                                                   −0.5
 Query 135: 0.6999
 Query 136: 0.8458
 Query 137: 0.2403
 Query 138: 0.3528
 Query 139: 0.2913                                                                                   −1.0
 Query 140: 0.3931                                                                                          91   100       110              120        130   140

                                                                                                                                 Topic number
Univ. of Ca. at Berkeley 2, Multilingual English, Auto, TD                                                               Run bky2muen2
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.1036                   Total number of documents
 Query 92: 0.3794                   over all queries
 Query 93: 0.5229                       Retrieved:    50000
                                                                                                     0.8
 Query 94: 0.3986                       Relevant:      8068
 Query 95: 0.2249                       Rel_ret:       5765
 Query 96: 0.2914
 Query 97: 0.4919                   Interpolated Recall -
 Query 98: 0.4665                   Precision Averages:                                              0.6
 Query 99: 0.3154                       at 0.00       0.8159
 Query 100: 0.4484                      at 0.10       0.6061
 Query 101: 0.2135                      at 0.20       0.5418




                                                                    Precision
 Query 102: 0.5181                      at 0.30       0.4890                                         0.4
 Query 103: 0.5901                      at 0.40       0.4322
 Query 104: 0.1696                      at 0.50       0.3731
 Query 105: 0.5010                      at 0.60       0.3106
 Query 106: 0.1230                      at 0.70       0.2509                                         0.2
 Query 107: 0.1578                      at 0.80       0.1916
 Query 108: 0.4011                      at 0.90       0.1110
 Query 109: 0.1191                      at 1.00       0.0102
 Query 110: 0.6241
                                                                                                     0.0
 Query 111: 0.0814                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.5816                  for all rel. documents
 Query 113: 0.0069                                    0.3570                                                                       Recall
 Query 114: 0.2176                  Precision:
 Query 115: 0.3373                    At    5 docs:   0.5760                                                              Run bky2muen2
 Query 116: 0.5694                    At   10 docs:   0.5540
 Query 117: 0.2697                    At   15 docs:   0.5600                                                           Comparison to median by topic
 Query 118: 0.0379                    At   20 docs:   0.5580                                         +1.0
 Query 119: 0.7676                    At   30 docs:   0.5387
 Query 120: 0.1668                    At 100 docs:    0.4044
 Query 121: 0.5218                    At 200 docs:    0.3148
 Query 122: 0.1923                    At 500 docs:    0.1915
 Query 123: 0.7845                    At 1000 docs:   0.1153                                         +0.5
 Query 124: 0.0263
 Query 125: 0.1055                  R-Precision (prec. after R
 Query 126: 0.1748                  (=num_rel) docs. retrieved):
 Query 127: 0.5701                      Exact:        0.4055
 Query 128: 0.0321                                                                                    0.0
 Query 129: 0.3330
 Query 130: 0.4799
 Query 131: 0.5198
 Query 132: 0.3482
 Query 133: 0.1085
                                                                    Difference (average precision)




 Query 134: 0.8277                                                                                   −0.5
 Query 135: 0.6924
 Query 136: 0.7821
 Query 137: 0.2238
 Query 138: 0.4248
 Query 139: 0.3171                                                                                   −1.0
 Query 140: 0.2903                                                                                          91   100       110              120        130   140

                                                                                                                                 Topic number
Eurospider IT AG, Multilingual English, Auto, TD                                                                        Run EAN2MDF4
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.2240                   Total number of documents
 Query 92: 0.3764                   over all queries
 Query 93: 0.6842                       Retrieved:    50000                                          0.8
 Query 94: 0.5001                       Relevant:      8068
 Query 95: 0.1830                       Rel_ret:       5698
 Query 96: 0.2029
 Query 97: 0.2717                   Interpolated Recall -
                                                                                                     0.6
 Query 98: 0.4926                   Precision Averages:
 Query 99: 0.1601                       at 0.00       0.8629
 Query 100: 0.4937                      at 0.10       0.6314




                                                                    Precision
 Query 101: 0.3323                      at 0.20       0.5489
 Query 102: 0.5128                      at 0.30       0.4741                                         0.4
 Query 103: 0.4731                      at 0.40       0.4122
 Query 104: 0.1513                      at 0.50       0.3466
 Query 105: 0.5629                      at 0.60       0.2913
 Query 106: 0.1669                      at 0.70       0.2326                                         0.2
 Query 107: 0.1734                      at 0.80       0.1468
 Query 108: 0.3487                      at 0.90       0.0856
 Query 109: 0.1563                      at 1.00       0.0105
 Query 110: 0.5965                                                                                   0.0
 Query 111: 0.2235                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.5838                  for all rel. documents
 Query 113: 0.0061                                    0.3480                                                                       Recall
 Query 114: 0.2488                  Precision:
 Query 115: 0.2629                    At    5 docs:   0.6480                                                             Run EAN2MDF4
 Query 116: 0.6334                    At   10 docs:   0.6260                                                           Comparison to median by topic
 Query 117: 0.2071                    At   15 docs:   0.6067
                                                                                                     +1.0
 Query 118: 0.0214                    At   20 docs:   0.5700
 Query 119: 0.7728                    At   30 docs:   0.5447
 Query 120: 0.1728                    At 100 docs:    0.3940
 Query 121: 0.1982                    At 200 docs:    0.2992
 Query 122: 0.1219                    At 500 docs:    0.1846
 Query 123: 0.7282                    At 1000 docs:   0.1140                                         +0.5
 Query 124: 0.1566
 Query 125: 0.3115                  R-Precision (prec. after R
 Query 126: 0.4163                  (=num_rel) docs. retrieved):
 Query 127: 0.4233                      Exact:        0.3958
 Query 128: 0.0903                                                                                    0.0
 Query 129: 0.3469
 Query 130: 0.1722
 Query 131: 0.1369
 Query 132: 0.3890
 Query 133: 0.2042
                                                                    Difference (average precision)




 Query 134: 0.8435                                                                                   −0.5
 Query 135: 0.4988
 Query 136: 0.8520
 Query 137: 0.2787
 Query 138: 0.3670
 Query 139: 0.2943                                                                                   −1.0
 Query 140: 0.3754                                                                                          91   100       110              120        130   140

                                                                                                                                 Topic number
Eurospider IT AG, Multilingual German, Auto, TD                                                                          Run EIT2MDC3
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.0818                   Total number of documents
 Query 92: 0.3786                   over all queries
 Query 93: 0.7509                       Retrieved:    50000                                          0.8
 Query 94: 0.6713                       Relevant:      8068
 Query 95: 0.0315                       Rel_ret:       5368
 Query 96: 0.4379
 Query 97: 0.3165                   Interpolated Recall -
                                                                                                     0.6
 Query 98: 0.4991                   Precision Averages:
 Query 99: 0.0544                       at 0.00       0.7893
 Query 100: 0.4143                      at 0.10       0.6033




                                                                    Precision
 Query 101: 0.4902                      at 0.20       0.5375
 Query 102: 0.3781                      at 0.30       0.4587                                         0.4
 Query 103: 0.4825                      at 0.40       0.4050
 Query 104: 0.1027                      at 0.50       0.3508
 Query 105: 0.6118                      at 0.60       0.2810
 Query 106: 0.1426                      at 0.70       0.2310                                         0.2
 Query 107: 0.1767                      at 0.80       0.1549
 Query 108: 0.3006                      at 0.90       0.0815
 Query 109: 0.1408                      at 1.00       0.0129
 Query 110: 0.6960
                                                                                                     0.0
 Query 111: 0.0538                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.5966                  for all rel. documents
 Query 113: 0.0350                                    0.3400                                                                       Recall
 Query 114: 0.2745                  Precision:
 Query 115: 0.1414                    At    5 docs:   0.6160                                                             Run EIT2MDC3
 Query 116: 0.5209                    At   10 docs:   0.5860                                                           Comparison to median by topic
 Query 117: 0.1757                    At   15 docs:   0.5813
                                                                                                     +1.0
 Query 118: 0.0602                    At   20 docs:   0.5520
 Query 119: 0.5612                    At   30 docs:   0.5200
 Query 120: 0.0470                    At 100 docs:    0.3940
 Query 121: 0.3871                    At 200 docs:    0.2886
 Query 122: 0.0761                    At 500 docs:    0.1735
 Query 123: 0.7615                    At 1000 docs:   0.1074                                         +0.5
 Query 124: 0.2050
 Query 125: 0.4068                  R-Precision (prec. after R
 Query 126: 0.3548                  (=num_rel) docs. retrieved):
 Query 127: 0.5857                      Exact:        0.3802
 Query 128: 0.0562                                                                                    0.0
 Query 129: 0.3353
 Query 130: 0.3197
 Query 131: 0.1067
 Query 132: 0.4175
 Query 133: 0.4033
                                                                    Difference (average precision)




 Query 134: 0.7047                                                                                   −0.5
 Query 135: 0.4059
 Query 136: 0.9091
 Query 137: 0.0303
 Query 138: 0.5031
 Query 139: 0.2298                                                                                   −1.0
 Query 140: 0.1761                                                                                          91   100       110              120        130   140

                                                                                                                                 Topic number
Eurospider IT AG, Multilingual German, Auto, TD                                                                          Run EIT2MDF3
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.0820                   Total number of documents
 Query 92: 0.3775                   over all queries
 Query 93: 0.7410                       Retrieved:    50000                                          0.8
 Query 94: 0.6401                       Relevant:      8068
 Query 95: 0.0423                       Rel_ret:       5411
 Query 96: 0.4344
 Query 97: 0.3248                   Interpolated Recall -
                                                                                                     0.6
 Query 98: 0.4954                   Precision Averages:
 Query 99: 0.0521                       at 0.00       0.7882
 Query 100: 0.4017                      at 0.10       0.6047




                                                                    Precision
 Query 101: 0.4538                      at 0.20       0.5397
 Query 102: 0.4011                      at 0.30       0.4587                                         0.4
 Query 103: 0.4521                      at 0.40       0.4120
 Query 104: 0.1017                      at 0.50       0.3503
 Query 105: 0.6143                      at 0.60       0.2826
 Query 106: 0.1569                      at 0.70       0.2308                                         0.2
 Query 107: 0.1793                      at 0.80       0.1615
 Query 108: 0.3092                      at 0.90       0.0820
 Query 109: 0.1387                      at 1.00       0.0137
 Query 110: 0.7302                                                                                   0.0
 Query 111: 0.0609                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.6056                  for all rel. documents
 Query 113: 0.0347                                    0.3409                                                                       Recall
 Query 114: 0.2866                  Precision:
 Query 115: 0.1566                    At    5 docs:   0.6160                                                              Run EIT2MDF3
 Query 116: 0.5285                    At   10 docs:   0.6040                                                           Comparison to median by topic
 Query 117: 0.1578                    At   15 docs:   0.5853
                                                                                                     +1.0
 Query 118: 0.0591                    At   20 docs:   0.5520
 Query 119: 0.5937                    At   30 docs:   0.5247
 Query 120: 0.0418                    At 100 docs:    0.3958
 Query 121: 0.3411                    At 200 docs:    0.2911
 Query 122: 0.0807                    At 500 docs:    0.1746
 Query 123: 0.7649                    At 1000 docs:   0.1082                                         +0.5
 Query 124: 0.2238
 Query 125: 0.3958                  R-Precision (prec. after R
 Query 126: 0.3685                  (=num_rel) docs. retrieved):
 Query 127: 0.5470                      Exact:        0.3836
 Query 128: 0.0532                                                                                    0.0
 Query 129: 0.3258
 Query 130: 0.3432
 Query 131: 0.1302
 Query 132: 0.4066
 Query 133: 0.4093
                                                                    Difference (average precision)




 Query 134: 0.6917                                                                                   −0.5
 Query 135: 0.3865
 Query 136: 0.9246
 Query 137: 0.0283
 Query 138: 0.5329
 Query 139: 0.2370                                                                                   −1.0
 Query 140: 0.1999                                                                                          91   100       110              120        130   140

                                                                                                                                 Topic number
Eurospider IT AG, Multilingual German, Auto, TDN                                                                         Run EIT2MNF3
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.1523                   Total number of documents
 Query 92: 0.3837                   over all queries
 Query 93: 0.7426                       Retrieved:    50000                                          0.8
 Query 94: 0.6015                       Relevant:      8068
 Query 95: 0.1727                       Rel_ret:       5620
 Query 96: 0.3906
 Query 97: 0.6104                   Interpolated Recall -
                                                                                                     0.6
 Query 98: 0.5064                   Precision Averages:
 Query 99: 0.1594                       at 0.00       0.8652
 Query 100: 0.4017                      at 0.10       0.6532




                                                                    Precision
 Query 101: 0.4398                      at 0.20       0.5573
 Query 102: 0.3223                      at 0.30       0.4966                                         0.4
 Query 103: 0.4882                      at 0.40       0.4081
 Query 104: 0.0930                      at 0.50       0.3532
 Query 105: 0.5976                      at 0.60       0.2893
 Query 106: 0.2142                      at 0.70       0.2212                                         0.2
 Query 107: 0.1751                      at 0.80       0.1523
 Query 108: 0.3019                      at 0.90       0.0896
 Query 109: 0.1399                      at 1.00       0.0128
 Query 110: 0.6563                                                                                   0.0
 Query 111: 0.0681                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.5486                  for all rel. documents
 Query 113: 0.0436                                    0.3554                                                                       Recall
 Query 114: 0.5335                  Precision:
 Query 115: 0.1085                    At    5 docs:   0.6880                                                              Run EIT2MNF3
 Query 116: 0.4369                    At   10 docs:   0.6520                                                           Comparison to median by topic
 Query 117: 0.1359                    At   15 docs:   0.6107
                                                                                                     +1.0
 Query 118: 0.1013                    At   20 docs:   0.5950
 Query 119: 0.6094                    At   30 docs:   0.5593
 Query 120: 0.0580                    At 100 docs:    0.4160
 Query 121: 0.2838                    At 200 docs:    0.3084
 Query 122: 0.1416                    At 500 docs:    0.1849
 Query 123: 0.6191                    At 1000 docs:   0.1124                                         +0.5
 Query 124: 0.2511
 Query 125: 0.4001                  R-Precision (prec. after R
 Query 126: 0.4946                  (=num_rel) docs. retrieved):
 Query 127: 0.5298                      Exact:        0.3934
 Query 128: 0.0248                                                                                    0.0
 Query 129: 0.2733
 Query 130: 0.5268
 Query 131: 0.1900
 Query 132: 0.3862
 Query 133: 0.4671
                                                                    Difference (average precision)




 Query 134: 0.6831                                                                                   −0.5
 Query 135: 0.4539
 Query 136: 0.7005
 Query 137: 0.0306
 Query 138: 0.7074
 Query 139: 0.1972                                                                                   −1.0
 Query 140: 0.2165                                                                                          91   100       110              120        130   140

                                                                                                                                 Topic number
Eurospider IT AG, Multilingual German, Auto, TDN                                                                         Run EIT2MNU1
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.0996                   Total number of documents
 Query 92: 0.3913                   over all queries
 Query 93: 0.7536                       Retrieved:    50000                                          0.8
 Query 94: 0.5366                       Relevant:      8068
 Query 95: 0.1531                       Rel_ret:       5188
 Query 96: 0.4614
 Query 97: 0.6221                   Interpolated Recall -
                                                                                                     0.6
 Query 98: 0.5187                   Precision Averages:
 Query 99: 0.0862                       at 0.00       0.8267
 Query 100: 0.4378                      at 0.10       0.6371




                                                                    Precision
 Query 101: 0.4643                      at 0.20       0.5431
 Query 102: 0.2965                      at 0.30       0.4725                                         0.4
 Query 103: 0.5177                      at 0.40       0.4071
 Query 104: 0.0784                      at 0.50       0.3524
 Query 105: 0.6062                      at 0.60       0.2995
 Query 106: 0.1576                      at 0.70       0.2402                                         0.2
 Query 107: 0.1470                      at 0.80       0.1620
 Query 108: 0.2436                      at 0.90       0.1031
 Query 109: 0.0655                      at 1.00       0.0081
 Query 110: 0.6546                                                                                   0.0
 Query 111: 0.0352                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.5817                  for all rel. documents
 Query 113: 0.0391                                    0.3539                                                                       Recall
 Query 114: 0.4816                  Precision:
 Query 115: 0.0159                    At    5 docs:   0.6680                                                             Run EIT2MNU1
 Query 116: 0.3221                    At   10 docs:   0.6560                                                           Comparison to median by topic
 Query 117: 0.0773                    At   15 docs:   0.6173
                                                                                                     +1.0
 Query 118: 0.0763                    At   20 docs:   0.6010
 Query 119: 0.4669                    At   30 docs:   0.5607
 Query 120: 0.0216                    At 100 docs:    0.4066
 Query 121: 0.5401                    At 200 docs:    0.2994
 Query 122: 0.1269                    At 500 docs:    0.1720
 Query 123: 0.8311                    At 1000 docs:   0.1038                                         +0.5
 Query 124: 0.1584
 Query 125: 0.4183                  R-Precision (prec. after R
 Query 126: 0.4415                  (=num_rel) docs. retrieved):
 Query 127: 0.6387                      Exact:        0.3906
 Query 128: 0.0220                                                                                    0.0
 Query 129: 0.2774
 Query 130: 0.6096
 Query 131: 0.2074
 Query 132: 0.3942
 Query 133: 0.4417
                                                                    Difference (average precision)




 Query 134: 0.7650                                                                                   −0.5
 Query 135: 0.3497
 Query 136: 0.9119
 Query 137: 0.0536
 Query 138: 0.7498
 Query 139: 0.1964                                                                                   −1.0
 Query 140: 0.1533                                                                                          91   100       110              120        130   140

                                                                                                                                 Topic number
IRIT, Toulouse, Multilingual English, Auto, TD                                                                          Run iritMEn2All
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.0282                   Total number of documents
 Query 92: 0.1103                   over all queries
 Query 93: 0.0000                       Retrieved:    50000                                          0.8
 Query 94: 0.0956                       Relevant:      8068
 Query 95: 0.0244                       Rel_ret:       1537
 Query 96: 0.0005
 Query 97: 0.0409                   Interpolated Recall -
                                                                                                     0.6
 Query 98: 0.0000                   Precision Averages:
 Query 99: 0.0371                       at 0.00       0.6697
 Query 100: 0.1560                      at 0.10       0.2809




                                                                    Precision
 Query 101: 0.0000                      at 0.20       0.1402
 Query 102: 0.1896                      at 0.30       0.0542                                         0.4
 Query 103: 0.0204                      at 0.40       0.0326
 Query 104: 0.2053                      at 0.50       0.0197
 Query 105: 0.4195                      at 0.60       0.0067
 Query 106: 0.0206                      at 0.70       0.0000                                         0.2
 Query 107: 0.0974                      at 0.80       0.0000
 Query 108: 0.0627                      at 0.90       0.0000
 Query 109: 0.0541                      at 1.00       0.0000
 Query 110: 0.0665
                                                                                                     0.0
 Query 111: 0.1842                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.1017                  for all rel. documents
 Query 113: 0.0088                                    0.0756                                                                       Recall
 Query 114: 0.0280                  Precision:
 Query 115: 0.0184                    At    5 docs:   0.5000                                                             Run iritMEn2All
 Query 116: 0.0480                    At   10 docs:   0.4000                                                           Comparison to median by topic
 Query 117: 0.0027                    At   15 docs:   0.3400
                                                                                                     +1.0
 Query 118: 0.0000                    At   20 docs:   0.3140
 Query 119: 0.1446                    At   30 docs:   0.2613
 Query 120: 0.1153                    At 100 docs:    0.1378
 Query 121: 0.0452                    At 200 docs:    0.0881
 Query 122: 0.0407                    At 500 docs:    0.0480
 Query 123: 0.1617                    At 1000 docs:   0.0307                                         +0.5
 Query 124: 0.0450
 Query 125: 0.0186                  R-Precision (prec. after R
 Query 126: 0.1140                  (=num_rel) docs. retrieved):
 Query 127: 0.0001                      Exact:        0.1165
 Query 128: 0.0015                                                                                    0.0
 Query 129: 0.0831
 Query 130: 0.3751
 Query 131: 0.0631
 Query 132: 0.0000
 Query 133: 0.0002
                                                                    Difference (average precision)




 Query 134: 0.1574                                                                                   −0.5
 Query 135: 0.0042
 Query 136: 0.1969
 Query 137: 0.0313
 Query 138: 0.0700
 Query 139: 0.0234                                                                                   −1.0
 Query 140: 0.0667                                                                                          91   100       110              120        130   140

                                                                                                                                 Topic number
National Taiwan Univ., Multilingual English, Auto, TD                                                                   Run NTUmulti01
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.0006                   Total number of documents
 Query 92: 0.0415                   over all queries
 Query 93: 0.0000                       Retrieved:    50000                                          0.8
 Query 94: 0.0358                       Relevant:      8068
 Query 95: 0.0293                       Rel_ret:       1083
 Query 96: 0.0004
 Query 97: 0.0037                   Interpolated Recall -
                                                                                                     0.6
 Query 98: 0.0005                   Precision Averages:
 Query 99: 0.0140                       at 0.00       0.3098
 Query 100: 0.0044                      at 0.10       0.0565




                                                                    Precision
 Query 101: 0.0241                      at 0.20       0.0161
 Query 102: 0.0260                      at 0.30       0.0068                                         0.4
 Query 103: 0.0077                      at 0.40       0.0015
 Query 104: 0.0183                      at 0.50       0.0013
 Query 105: 0.0376                      at 0.60       0.0000
 Query 106: 0.0101                      at 0.70       0.0000                                         0.2
 Query 107: 0.0090                      at 0.80       0.0000
 Query 108: 0.0051                      at 0.90       0.0000
 Query 109: 0.0135                      at 1.00       0.0000
 Query 110: 0.0132
                                                                                                     0.0
 Query 111: 0.0287                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.0224                  for all rel. documents
 Query 113: 0.0004                                    0.0173                                                                       Recall
 Query 114: 0.0002                  Precision:
 Query 115: 0.0296                    At    5 docs:   0.1440                                                             Run NTUmulti01
 Query 116: 0.0724                    At   10 docs:   0.1440                                                           Comparison to median by topic
 Query 117: 0.0026                    At   15 docs:   0.1320
                                                                                                     +1.0
 Query 118: 0.0000                    At   20 docs:   0.1280
 Query 119: 0.0654                    At   30 docs:   0.1027
 Query 120: 0.0077                    At 100 docs:    0.0664
 Query 121: 0.0060                    At 200 docs:    0.0488
 Query 122: 0.0030                    At 500 docs:    0.0309
 Query 123: 0.0227                    At 1000 docs:   0.0217                                         +0.5
 Query 124: 0.0084
 Query 125: 0.0027                  R-Precision (prec. after R
 Query 126: 0.0316                  (=num_rel) docs. retrieved):
 Query 127: 0.0010                      Exact:        0.0535
 Query 128: 0.0009                                                                                    0.0
 Query 129: 0.0369
 Query 130: 0.0083
 Query 131: 0.0198
 Query 132: 0.0000
 Query 133: 0.0072
                                                                    Difference (average precision)




 Query 134: 0.0378                                                                                   −0.5
 Query 135: 0.0000
 Query 136: 0.0046
 Query 137: 0.0027
 Query 138: 0.0915
 Query 139: 0.0097                                                                                   −1.0
 Query 140: 0.0473                                                                                          91   100       110              120        130   140

                                                                                                                                 Topic number
National Taiwan Univ., Multilingual English, Auto, TD                                                                   Run NTUmulti02
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.0022                   Total number of documents
 Query 92: 0.0277                   over all queries
 Query 93: 0.0000                       Retrieved:    50000                                          0.8
 Query 94: 0.0761                       Relevant:      8068
 Query 95: 0.0170                       Rel_ret:       1135
 Query 96: 0.0002
 Query 97: 0.0061                   Interpolated Recall -
                                                                                                     0.6
 Query 98: 0.0005                   Precision Averages:
 Query 99: 0.0112                       at 0.00       0.3584
 Query 100: 0.0048                      at 0.10       0.0989




                                                                    Precision
 Query 101: 0.0395                      at 0.20       0.0251
 Query 102: 0.0745                      at 0.30       0.0122                                         0.4
 Query 103: 0.0101                      at 0.40       0.0027
 Query 104: 0.0107                      at 0.50       0.0013
 Query 105: 0.0579                      at 0.60       0.0000
 Query 106: 0.0073                      at 0.70       0.0000                                         0.2
 Query 107: 0.0121                      at 0.80       0.0000
 Query 108: 0.0192                      at 0.90       0.0000
 Query 109: 0.0280                      at 1.00       0.0000
 Query 110: 0.0120
                                                                                                     0.0
 Query 111: 0.0170                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.0479                  for all rel. documents
 Query 113: 0.0002                                    0.0266                                                                       Recall
 Query 114: 0.0035                  Precision:
 Query 115: 0.0656                    At    5 docs:   0.2000                                                             Run NTUmulti02
 Query 116: 0.1534                    At   10 docs:   0.1660                                                           Comparison to median by topic
 Query 117: 0.0039                    At   15 docs:   0.1507
                                                                                                     +1.0
 Query 118: 0.0000                    At   20 docs:   0.1330
 Query 119: 0.0818                    At   30 docs:   0.1213
 Query 120: 0.0368                    At 100 docs:    0.0754
 Query 121: 0.0215                    At 200 docs:    0.0547
 Query 122: 0.0025                    At 500 docs:    0.0332
 Query 123: 0.0274                    At 1000 docs:   0.0227                                         +0.5
 Query 124: 0.0064
 Query 125: 0.0017                  R-Precision (prec. after R
 Query 126: 0.0456                  (=num_rel) docs. retrieved):
 Query 127: 0.0020                      Exact:        0.0666
 Query 128: 0.0008                                                                                    0.0
 Query 129: 0.0266
 Query 130: 0.0477
 Query 131: 0.0152
 Query 132: 0.0000
 Query 133: 0.0059
                                                                    Difference (average precision)




 Query 134: 0.1413                                                                                   −0.5
 Query 135: 0.0004
 Query 136: 0.0067
 Query 137: 0.0030
 Query 138: 0.1119
 Query 139: 0.0112                                                                                   −1.0
 Query 140: 0.0237                                                                                          91   100       110              120        130   140

                                                                                                                                 Topic number
National Taiwan Univ., Multilingual English, Auto, TD                                                                   Run NTUmulti03
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.0029                   Total number of documents
 Query 92: 0.0858                   over all queries
 Query 93: 0.0000                       Retrieved:    50000                                          0.8
 Query 94: 0.0770                       Relevant:      8068
 Query 95: 0.0426                       Rel_ret:       1145
 Query 96: 0.0001
 Query 97: 0.0087                   Interpolated Recall -
                                                                                                     0.6
 Query 98: 0.0003                   Precision Averages:
 Query 99: 0.0129                       at 0.00       0.4811
 Query 100: 0.0105                      at 0.10       0.1303




                                                                    Precision
 Query 101: 0.0022                      at 0.20       0.0301
 Query 102: 0.1372                      at 0.30       0.0097                                         0.4
 Query 103: 0.0138                      at 0.40       0.0012
 Query 104: 0.0405                      at 0.50       0.0000
 Query 105: 0.1065                      at 0.60       0.0000
 Query 106: 0.0119                      at 0.70       0.0000                                         0.2
 Query 107: 0.0294                      at 0.80       0.0000
 Query 108: 0.0132                      at 0.90       0.0000
 Query 109: 0.0151                      at 1.00       0.0000
 Query 110: 0.0104
                                                                                                     0.0
 Query 111: 0.0809                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.0691                  for all rel. documents
 Query 113: 0.0007                                    0.0336                                                                       Recall
 Query 114: 0.0022                  Precision:
 Query 115: 0.0355                    At    5 docs:   0.2880                                                             Run NTUmulti03
 Query 116: 0.1058                    At   10 docs:   0.2340                                                           Comparison to median by topic
 Query 117: 0.0008                    At   15 docs:   0.2053
                                                                                                     +1.0
 Query 118: 0.0000                    At   20 docs:   0.1880
 Query 119: 0.1201                    At   30 docs:   0.1587
 Query 120: 0.0620                    At 100 docs:    0.0892
 Query 121: 0.0212                    At 200 docs:    0.0601
 Query 122: 0.0063                    At 500 docs:    0.0349
 Query 123: 0.0610                    At 1000 docs:   0.0229                                         +0.5
 Query 124: 0.0154
 Query 125: 0.0081                  R-Precision (prec. after R
 Query 126: 0.0302                  (=num_rel) docs. retrieved):
 Query 127: 0.0003                      Exact:        0.0724
 Query 128: 0.0021                                                                                    0.0
 Query 129: 0.0391
 Query 130: 0.0674
 Query 131: 0.0334
 Query 132: 0.0000
 Query 133: 0.0148
                                                                    Difference (average precision)




 Query 134: 0.1400                                                                                   −0.5
 Query 135: 0.0000
 Query 136: 0.0048
 Query 137: 0.0029
 Query 138: 0.0820
 Query 139: 0.0043                                                                                   −1.0
 Query 140: 0.0479                                                                                          91   100       110              120        130   140

                                                                                                                                 Topic number
National Taiwan Univ., Multilingual English, Auto, TD                                                                   Run NTUmulti04
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.0045                   Total number of documents
 Query 92: 0.0758                   over all queries
 Query 93: 0.0000                       Retrieved:    50000                                          0.8
 Query 94: 0.0806                       Relevant:      8068
 Query 95: 0.0374                       Rel_ret:       1195
 Query 96: 0.0000
 Query 97: 0.0065                   Interpolated Recall -
                                                                                                     0.6
 Query 98: 0.0003                   Precision Averages:
 Query 99: 0.0117                       at 0.00       0.4930
 Query 100: 0.0102                      at 0.10       0.1452




                                                                    Precision
 Query 101: 0.0200                      at 0.20       0.0455
 Query 102: 0.1640                      at 0.30       0.0112                                         0.4
 Query 103: 0.0154                      at 0.40       0.0044
 Query 104: 0.0390                      at 0.50       0.0000
 Query 105: 0.1224                      at 0.60       0.0000
 Query 106: 0.0105                      at 0.70       0.0000                                         0.2
 Query 107: 0.0365                      at 0.80       0.0000
 Query 108: 0.0206                      at 0.90       0.0000
 Query 109: 0.0250                      at 1.00       0.0000
 Query 110: 0.0078
                                                                                                     0.0
 Query 111: 0.0591                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.0689                  for all rel. documents
 Query 113: 0.0005                                    0.0373                                                                       Recall
 Query 114: 0.0084                  Precision:
 Query 115: 0.0581                    At    5 docs:   0.2720                                                             Run NTUmulti04
 Query 116: 0.1561                    At   10 docs:   0.2300                                                           Comparison to median by topic
 Query 117: 0.0010                    At   15 docs:   0.2080
                                                                                                     +1.0
 Query 118: 0.0000                    At   20 docs:   0.1910
 Query 119: 0.0983                    At   30 docs:   0.1727
 Query 120: 0.0849                    At 100 docs:    0.0964
 Query 121: 0.0301                    At 200 docs:    0.0632
 Query 122: 0.0054                    At 500 docs:    0.0364
 Query 123: 0.0598                    At 1000 docs:   0.0239                                         +0.5
 Query 124: 0.0136
 Query 125: 0.0074                  R-Precision (prec. after R
 Query 126: 0.0386                  (=num_rel) docs. retrieved):
 Query 127: 0.0004                      Exact:        0.0803
 Query 128: 0.0021                                                                                    0.0
 Query 129: 0.0362
 Query 130: 0.1277
 Query 131: 0.0238
 Query 132: 0.0000
 Query 133: 0.0145
                                                                    Difference (average precision)




 Query 134: 0.1486                                                                                   −0.5
 Query 135: 0.0001
 Query 136: 0.0049
 Query 137: 0.0024
 Query 138: 0.0780
 Query 139: 0.0046                                                                                   −1.0
 Query 140: 0.0415                                                                                          91   100       110              120        130   140

                                                                                                                                 Topic number
National Taiwan Univ., Multilingual English, Auto, TD                                                                   Run NTUmulti05
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.0041                   Total number of documents
 Query 92: 0.0715                   over all queries
 Query 93: 0.0000                       Retrieved:    50000                                          0.8
 Query 94: 0.0793                       Relevant:      8068
 Query 95: 0.0366                       Rel_ret:       1209
 Query 96: 0.0002
 Query 97: 0.0071                   Interpolated Recall -
                                                                                                     0.6
 Query 98: 0.0004                   Precision Averages:
 Query 99: 0.0095                       at 0.00       0.4729
 Query 100: 0.0086                      at 0.10       0.1427




                                                                    Precision
 Query 101: 0.0198                      at 0.20       0.0403
 Query 102: 0.1359                      at 0.30       0.0142                                         0.4
 Query 103: 0.0148                      at 0.40       0.0046
 Query 104: 0.0325                      at 0.50       0.0000
 Query 105: 0.1139                      at 0.60       0.0000
 Query 106: 0.0111                      at 0.70       0.0000                                         0.2
 Query 107: 0.0312                      at 0.80       0.0000
 Query 108: 0.0237                      at 0.90       0.0000
 Query 109: 0.0241                      at 1.00       0.0000
 Query 110: 0.0067
                                                                                                     0.0
 Query 111: 0.0571                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.0705                  for all rel. documents
 Query 113: 0.0005                                    0.0361                                                                       Recall
 Query 114: 0.0086                  Precision:
 Query 115: 0.0617                    At    5 docs:   0.2720                                                             Run NTUmulti05
 Query 116: 0.1580                    At   10 docs:   0.2240                                                           Comparison to median by topic
 Query 117: 0.0008                    At   15 docs:   0.2080
                                                                                                     +1.0
 Query 118: 0.0000                    At   20 docs:   0.1920
 Query 119: 0.1104                    At   30 docs:   0.1713
 Query 120: 0.0640                    At 100 docs:    0.0992
 Query 121: 0.0288                    At 200 docs:    0.0637
 Query 122: 0.0075                    At 500 docs:    0.0371
 Query 123: 0.0464                    At 1000 docs:   0.0242                                         +0.5
 Query 124: 0.0157
 Query 125: 0.0041                  R-Precision (prec. after R
 Query 126: 0.0423                  (=num_rel) docs. retrieved):
 Query 127: 0.0004                      Exact:        0.0820
 Query 128: 0.0019                                                                                    0.0
 Query 129: 0.0433
 Query 130: 0.1258
 Query 131: 0.0280
 Query 132: 0.0000
 Query 133: 0.0140
                                                                    Difference (average precision)




 Query 134: 0.1474                                                                                   −0.5
 Query 135: 0.0002
 Query 136: 0.0048
 Query 137: 0.0025
 Query 138: 0.0856
 Query 139: 0.0066                                                                                   −1.0
 Query 140: 0.0391                                                                                          91   100       110              120        130   140

                                                                                                                                 Topic number
Océ, Multilingual English, Auto, TD                                                                                      Run oce02mulMSbf
 Average precision                    Overall statistics                                                                   Recall−Precision Values
 (individual queries):                (for 50 queries):                                                 1.0

 Query 91: 0.2185                     Total number of documents
 Query 92: 0.2740                     over all queries
 Query 93: 0.5011                         Retrieved:    50000                                          0.8
 Query 94: 0.1004                         Relevant:      8068
 Query 95: 0.1020                         Rel_ret:       4073
 Query 96: 0.0889
 Query 97: 0.1974                     Interpolated Recall -
                                                                                                       0.6
 Query 98: 0.1501                     Precision Averages:
 Query 99: 0.0526                         at 0.00       0.6931
 Query 100: 0.3835                        at 0.10       0.4605




                                                                      Precision
 Query 101: 0.0983                        at 0.20       0.3551
 Query 102: 0.4295                        at 0.30       0.2842                                         0.4
 Query 103: 0.2511                        at 0.40       0.2444
 Query 104: 0.0501                        at 0.50       0.1897
 Query 105: 0.3297                        at 0.60       0.1334
 Query 106: 0.0864                        at 0.70       0.1046                                         0.2
 Query 107: 0.0697                        at 0.80       0.0660
 Query 108: 0.0882                        at 0.90       0.0292
 Query 109: 0.0218                        at 1.00       0.0077
 Query 110: 0.5753                                                                                     0.0
 Query 111: 0.0572                    Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.5215                    for all rel. documents
 Query 113: 0.0080                                      0.2103                                                                       Recall
 Query 114: 0.1210                    Precision:
 Query 115: 0.1322                      At    5 docs:   0.4880                                                           Run oce02mulMSbf
 Query 116: 0.4024                      At   10 docs:   0.4820                                                           Comparison to median by topic
 Query 117: 0.0812                      At   15 docs:   0.4600
                                                                                                       +1.0
 Query 118: 0.0152                      At   20 docs:   0.4280
 Query 119: 0.6109                      At   30 docs:   0.4020
 Query 120: 0.1946                      At 100 docs:    0.2820
 Query 121: 0.4329                      At 200 docs:    0.2132
 Query 122: 0.0855                      At 500 docs:    0.1308
 Query 123: 0.7482                      At 1000 docs:   0.0815                                         +0.5
 Query 124: 0.0101
 Query 125: 0.0166                    R-Precision (prec. after R
 Query 126: 0.1613                    (=num_rel) docs. retrieved):
 Query 127: 0.3039                        Exact:        0.2717
 Query 128: 0.0213                                                                                      0.0
 Query 129: 0.2002
 Query 130: 0.3388
 Query 131: 0.2273
 Query 132: 0.0763
 Query 133: 0.0370
                                                                      Difference (average precision)




 Query 134: 0.7779                                                                                     −0.5
 Query 135: 0.1800
 Query 136: 0.2928
 Query 137: 0.0383
 Query 138: 0.1781
 Query 139: 0.0226                                                                                     −1.0
 Query 140: 0.1510                                                                                            91   100       110              120        130   140

                                                                                                                                   Topic number
Océ, Multilingual English, Auto, TD                                                                                      Run oce02mulMSlo
 Average precision                    Overall statistics                                                                   Recall−Precision Values
 (individual queries):                (for 50 queries):                                                 1.0

 Query 91: 0.2565                     Total number of documents
 Query 92: 0.3234                     over all queries
 Query 93: 0.4889                         Retrieved:    50000                                          0.8
 Query 94: 0.1164                         Relevant:      8068
 Query 95: 0.0436                         Rel_ret:       4383
 Query 96: 0.1001
 Query 97: 0.1902                     Interpolated Recall -
                                                                                                       0.6
 Query 98: 0.1612                     Precision Averages:
 Query 99: 0.0653                         at 0.00       0.8057
 Query 100: 0.4693                        at 0.10       0.4735




                                                                      Precision
 Query 101: 0.0984                        at 0.20       0.3713
 Query 102: 0.4484                        at 0.30       0.3091                                         0.4
 Query 103: 0.2547                        at 0.40       0.2636
 Query 104: 0.0561                        at 0.50       0.2274
 Query 105: 0.3252                        at 0.60       0.1588
 Query 106: 0.1285                        at 0.70       0.1266                                         0.2
 Query 107: 0.0722                        at 0.80       0.0981
 Query 108: 0.2090                        at 0.90       0.0411
 Query 109: 0.0414                        at 1.00       0.0116
 Query 110: 0.5985                                                                                     0.0
 Query 111: 0.0761                    Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.5437                    for all rel. documents
 Query 113: 0.0053                                      0.2331                                                                       Recall
 Query 114: 0.0838                    Precision:
 Query 115: 0.1500                      At    5 docs:   0.5440                                                           Run oce02mulMSlo
 Query 116: 0.3950                      At   10 docs:   0.5280                                                           Comparison to median by topic
 Query 117: 0.1274                      At   15 docs:   0.4827
                                                                                                       +1.0
 Query 118: 0.0613                      At   20 docs:   0.4600
 Query 119: 0.5988                      At   30 docs:   0.4227
 Query 120: 0.2108                      At 100 docs:    0.3002
 Query 121: 0.3866                      At 200 docs:    0.2269
 Query 122: 0.0721                      At 500 docs:    0.1374
 Query 123: 0.7686                      At 1000 docs:   0.0877                                         +0.5
 Query 124: 0.0404
 Query 125: 0.1779                    R-Precision (prec. after R
 Query 126: 0.0752                    (=num_rel) docs. retrieved):
 Query 127: 0.4086                        Exact:        0.2914
 Query 128: 0.0081                                                                                      0.0
 Query 129: 0.1595
 Query 130: 0.3676
 Query 131: 0.1808
 Query 132: 0.0603
 Query 133: 0.0804
                                                                      Difference (average precision)




 Query 134: 0.6950                                                                                     −0.5
 Query 135: 0.2019
 Query 136: 0.7603
 Query 137: 0.0877
 Query 138: 0.1359
 Query 139: 0.0371                                                                                     −1.0
 Query 140: 0.2488                                                                                            91   100       110              120        130   140

                                                                                                                                   Topic number
Océ, Multilingual English, Auto, TD                                                                                      Run oce02mulRRbf
 Average precision                    Overall statistics                                                                   Recall−Precision Values
 (individual queries):                (for 50 queries):                                                 1.0

 Query 91: 0.1319                     Total number of documents
 Query 92: 0.2744                     over all queries
 Query 93: 0.4112                         Retrieved:    50000                                          0.8
 Query 94: 0.1380                         Relevant:      8068
 Query 95: 0.0758                         Rel_ret:       4073
 Query 96: 0.0729
 Query 97: 0.1943                     Interpolated Recall -
                                                                                                       0.6
 Query 98: 0.2882                     Precision Averages:
 Query 99: 0.0448                         at 0.00       0.6783
 Query 100: 0.3827                        at 0.10       0.4447




                                                                      Precision
 Query 101: 0.1397                        at 0.20       0.3441
 Query 102: 0.4212                        at 0.30       0.2673                                         0.4
 Query 103: 0.2343                        at 0.40       0.2198
 Query 104: 0.0481                        at 0.50       0.1604
 Query 105: 0.3131                        at 0.60       0.1206
 Query 106: 0.1192                        at 0.70       0.0905                                         0.2
 Query 107: 0.0611                        at 0.80       0.0519
 Query 108: 0.0996                        at 0.90       0.0229
 Query 109: 0.0196                        at 1.00       0.0064
 Query 110: 0.4448                                                                                     0.0
 Query 111: 0.0532                    Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.5487                    for all rel. documents
 Query 113: 0.0072                                      0.1973                                                                       Recall
 Query 114: 0.1706                    Precision:
 Query 115: 0.1275                      At    5 docs:   0.4840                                                           Run oce02mulRRbf
 Query 116: 0.3484                      At   10 docs:   0.4640                                                           Comparison to median by topic
 Query 117: 0.0729                      At   15 docs:   0.4373
                                                                                                       +1.0
 Query 118: 0.0139                      At   20 docs:   0.4140
 Query 119: 0.6330                      At   30 docs:   0.3913
 Query 120: 0.1504                      At 100 docs:    0.2774
 Query 121: 0.1772                      At 200 docs:    0.2064
 Query 122: 0.0893                      At 500 docs:    0.1270
 Query 123: 0.6377                      At 1000 docs:   0.0815                                         +0.5
 Query 124: 0.0163
 Query 125: 0.0328                    R-Precision (prec. after R
 Query 126: 0.1560                    (=num_rel) docs. retrieved):
 Query 127: 0.1963                        Exact:        0.2627
 Query 128: 0.0163                                                                                      0.0
 Query 129: 0.2268
 Query 130: 0.3157
 Query 131: 0.2350
 Query 132: 0.1055
 Query 133: 0.0381
                                                                      Difference (average precision)




 Query 134: 0.7517                                                                                     −0.5
 Query 135: 0.1652
 Query 136: 0.2654
 Query 137: 0.0420
 Query 138: 0.1807
 Query 139: 0.0224                                                                                     −1.0
 Query 140: 0.1530                                                                                            91   100       110              120        130   140

                                                                                                                                   Topic number
Océ, Multilingual English, Auto, TD                                                                                      Run oce02mulRRlo
 Average precision                    Overall statistics                                                                   Recall−Precision Values
 (individual queries):                (for 50 queries):                                                 1.0

 Query 91: 0.1917                     Total number of documents
 Query 92: 0.3089                     over all queries
 Query 93: 0.3854                         Retrieved:    50000                                          0.8
 Query 94: 0.1316                         Relevant:      8068
 Query 95: 0.0447                         Rel_ret:       4378
 Query 96: 0.0866
 Query 97: 0.1692                     Interpolated Recall -
                                                                                                       0.6
 Query 98: 0.2658                     Precision Averages:
 Query 99: 0.0603                         at 0.00       0.7873
 Query 100: 0.5020                        at 0.10       0.4827




                                                                      Precision
 Query 101: 0.1469                        at 0.20       0.3736
 Query 102: 0.4107                        at 0.30       0.2966                                         0.4
 Query 103: 0.2280                        at 0.40       0.2412
 Query 104: 0.0615                        at 0.50       0.1929
 Query 105: 0.3139                        at 0.60       0.1331
 Query 106: 0.1329                        at 0.70       0.1046                                         0.2
 Query 107: 0.0662                        at 0.80       0.0747
 Query 108: 0.2001                        at 0.90       0.0380
 Query 109: 0.0662                        at 1.00       0.0099
 Query 110: 0.4563                                                                                     0.0
 Query 111: 0.0534                    Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.5787                    for all rel. documents
 Query 113: 0.0067                                      0.2210                                                                       Recall
 Query 114: 0.0951                    Precision:
 Query 115: 0.1634                      At    5 docs:   0.5440                                                           Run oce02mulRRlo
 Query 116: 0.3485                      At   10 docs:   0.5060                                                           Comparison to median by topic
 Query 117: 0.1146                      At   15 docs:   0.4733
                                                                                                       +1.0
 Query 118: 0.0616                      At   20 docs:   0.4560
 Query 119: 0.6201                      At   30 docs:   0.4140
 Query 120: 0.1615                      At 100 docs:    0.2988
 Query 121: 0.2050                      At 200 docs:    0.2242
 Query 122: 0.0771                      At 500 docs:    0.1364
 Query 123: 0.6558                      At 1000 docs:   0.0876                                         +0.5
 Query 124: 0.0593
 Query 125: 0.1648                    R-Precision (prec. after R
 Query 126: 0.1324                    (=num_rel) docs. retrieved):
 Query 127: 0.2409                        Exact:        0.2897
 Query 128: 0.0147                                                                                      0.0
 Query 129: 0.2195
 Query 130: 0.3399
 Query 131: 0.2082
 Query 132: 0.1509
 Query 133: 0.0886
                                                                      Difference (average precision)




 Query 134: 0.7070                                                                                     −0.5
 Query 135: 0.1869
 Query 136: 0.6201
 Query 137: 0.0859
 Query 138: 0.1224
 Query 139: 0.0439                                                                                     −1.0
 Query 140: 0.2920                                                                                            91   100       110              120        130   140

                                                                                                                                   Topic number
Océ, Multilingual English, Auto, T                                                                                      Run oce02mulRRloTO
 Average precision                   Overall statistics                                                                    Recall−Precision Values
 (individual queries):               (for 50 queries):                                                 1.0

 Query 91: 0.0344                    Total number of documents
 Query 92: 0.2328                    over all queries
 Query 93: 0.5934                        Retrieved:    46431                                          0.8
 Query 94: 0.0637                        Relevant:      8068
 Query 95: 0.0119                        Rel_ret:       3455
 Query 96: 0.0321
 Query 97: 0.0956                    Interpolated Recall -
                                                                                                      0.6
 Query 98: 0.0326                    Precision Averages:
 Query 99: 0.0235                        at 0.00       0.6694
 Query 100: 0.3337                       at 0.10       0.3865




                                                                     Precision
 Query 101: 0.1814                       at 0.20       0.2932
 Query 102: 0.4728                       at 0.30       0.2323                                         0.4
 Query 103: 0.1507                       at 0.40       0.1799
 Query 104: 0.0707                       at 0.50       0.1483
 Query 105: 0.4627                       at 0.60       0.1141
 Query 106: 0.0979                       at 0.70       0.0795                                         0.2
 Query 107: 0.0637                       at 0.80       0.0481
 Query 108: 0.2256                       at 0.90       0.0239
 Query 109: 0.1601                       at 1.00       0.0000
 Query 110: 0.1701                                                                                    0.0
 Query 111: 0.0669                   Avg. prec. (non-interpolated)                                      0.0       0.2        0.4              0.6        0.8   1.0
 Query 112: 0.0266                   for all rel. documents
 Query 113: 0.0010                                     0.1720                                                                        Recall
 Query 114: 0.0353                   Precision:
 Query 115: 0.3260                     At    5 docs:   0.4280                                                           Run oce02mulRRloTO
 Query 116: 0.5121                     At   10 docs:   0.4220                                                            Comparison to median by topic
 Query 117: 0.0189                     At   15 docs:   0.3880
                                                                                                      +1.0
 Query 118: 0.0509                     At   20 docs:   0.3620
 Query 119: 0.0810                     At   30 docs:   0.3387
 Query 120: 0.0339                     At 100 docs:    0.2360
 Query 121: 0.1620                     At 200 docs:    0.1766
 Query 122: 0.0306                     At 500 docs:    0.1083
 Query 123: 0.6591                     At 1000 docs:   0.0691                                         +0.5
 Query 124: 0.0418
 Query 125: 0.1749                   R-Precision (prec. after R
 Query 126: 0.1760                   (=num_rel) docs. retrieved):
 Query 127: 0.0809                       Exact:        0.2439
 Query 128: 0.0590                                                                                     0.0
 Query 129: 0.0900
 Query 130: 0.3808
 Query 131: 0.2498
 Query 132: 0.1313
 Query 133: 0.0484
                                                                     Difference (average precision)




 Query 134: 0.5494                                                                                    −0.5
 Query 135: 0.0096
 Query 136: 0.6343
 Query 137: 0.0639
 Query 138: 0.2318
 Query 139: 0.0297                                                                                    −1.0
 Query 140: 0.1359                                                                                           91   100        110              120        130   140

                                                                                                                                   Topic number
RALI U Montreal, Multilingual English, Auto, TDN                                                                                 Run run1
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.0075                   Total number of documents
 Query 92: 0.1020                   over all queries
 Query 93: 0.0001                       Retrieved:    50000                                          0.8
 Query 94: 0.0916                       Relevant:      8068
 Query 95: 0.0178                       Rel_ret:       2507
 Query 96: 0.0092
 Query 97: 0.1623                   Interpolated Recall -
                                                                                                     0.6
 Query 98: 0.0015                   Precision Averages:
 Query 99: 0.0110                       at 0.00       0.6802
 Query 100: 0.0413                      at 0.10       0.3483




                                                                    Precision
 Query 101: 0.0417                      at 0.20       0.2077
 Query 102: 0.2935                      at 0.30       0.1351                                         0.4
 Query 103: 0.0546                      at 0.40       0.0811
 Query 104: 0.0303                      at 0.50       0.0530
 Query 105: 0.4738                      at 0.60       0.0394
 Query 106: 0.0291                      at 0.70       0.0260                                         0.2
 Query 107: 0.0492                      at 0.80       0.0082
 Query 108: 0.0943                      at 0.90       0.0000
 Query 109: 0.0855                      at 1.00       0.0000
 Query 110: 0.2436                                                                                   0.0
 Query 111: 0.2778                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.1728                  for all rel. documents
 Query 113: 0.0062                                    0.1155                                                                       Recall
 Query 114: 0.0447                  Precision:
 Query 115: 0.0977                    At    5 docs:   0.4640                                                                     Run run1
 Query 116: 0.1154                    At   10 docs:   0.4400                                                           Comparison to median by topic
 Query 117: 0.0014                    At   15 docs:   0.3947
                                                                                                     +1.0
 Query 118: 0.0143                    At   20 docs:   0.3660
 Query 119: 0.2268                    At   30 docs:   0.3293
 Query 120: 0.1604                    At 100 docs:    0.1928
 Query 121: 0.0377                    At 200 docs:    0.1295
 Query 122: 0.0853                    At 500 docs:    0.0769
 Query 123: 0.2334                    At 1000 docs:   0.0501                                         +0.5
 Query 124: 0.0972
 Query 125: 0.2816                  R-Precision (prec. after R
 Query 126: 0.0680                  (=num_rel) docs. retrieved):
 Query 127: 0.0082                      Exact:        0.1707
 Query 128: 0.0254                                                                                    0.0
 Query 129: 0.0341
 Query 130: 0.3150
 Query 131: 0.1355
 Query 132: 0.0001
 Query 133: 0.0211
                                                                    Difference (average precision)




 Query 134: 0.2808                                                                                   −0.5
 Query 135: 0.0506
 Query 136: 0.6545
 Query 137: 0.0583
 Query 138: 0.1163
 Query 139: 0.1265                                                                                   −1.0
 Query 140: 0.1895                                                                                          91   100       110              120        130   140

                                                                                                                                 Topic number
RALI U Montreal, Multilingual English, Auto, TDN                                                                                 Run run2
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.0074                   Total number of documents
 Query 92: 0.1080                   over all queries
 Query 93: 0.0000                       Retrieved:    50000                                          0.8
 Query 94: 0.0902                       Relevant:      8068
 Query 95: 0.0313                       Rel_ret:       2531
 Query 96: 0.0093
 Query 97: 0.1571                   Interpolated Recall -
                                                                                                     0.6
 Query 98: 0.0061                   Precision Averages:
 Query 99: 0.0110                       at 0.00       0.6915
 Query 100: 0.0347                      at 0.10       0.3669




                                                                    Precision
 Query 101: 0.0411                      at 0.20       0.2245
 Query 102: 0.2827                      at 0.30       0.1389                                         0.4
 Query 103: 0.0586                      at 0.40       0.0802
 Query 104: 0.0341                      at 0.50       0.0518
 Query 105: 0.4452                      at 0.60       0.0361
 Query 106: 0.0256                      at 0.70       0.0231                                         0.2
 Query 107: 0.0527                      at 0.80       0.0069
 Query 108: 0.0993                      at 0.90       0.0000
 Query 109: 0.0921                      at 1.00       0.0000
 Query 110: 0.2488                                                                                   0.0
 Query 111: 0.2802                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.1427                  for all rel. documents
 Query 113: 0.0066                                    0.1182                                                                       Recall
 Query 114: 0.0423                  Precision:
 Query 115: 0.1266                    At    5 docs:   0.4840                                                                     Run run2
 Query 116: 0.1245                    At   10 docs:   0.4580                                                           Comparison to median by topic
 Query 117: 0.0022                    At   15 docs:   0.4067
                                                                                                     +1.0
 Query 118: 0.0162                    At   20 docs:   0.3830
 Query 119: 0.2429                    At   30 docs:   0.3387
 Query 120: 0.1575                    At 100 docs:    0.1970
 Query 121: 0.0393                    At 200 docs:    0.1333
 Query 122: 0.0819                    At 500 docs:    0.0776
 Query 123: 0.2692                    At 1000 docs:   0.0506                                         +0.5
 Query 124: 0.0949
 Query 125: 0.2841                  R-Precision (prec. after R
 Query 126: 0.0779                  (=num_rel) docs. retrieved):
 Query 127: 0.0071                      Exact:        0.1711
 Query 128: 0.0218                                                                                    0.0
 Query 129: 0.0364
 Query 130: 0.3248
 Query 131: 0.1342
 Query 132: 0.0002
 Query 133: 0.0211
                                                                    Difference (average precision)




 Query 134: 0.3065                                                                                   −0.5
 Query 135: 0.0487
 Query 136: 0.6532
 Query 137: 0.0583
 Query 138: 0.1251
 Query 139: 0.1254                                                                                   −1.0
 Query 140: 0.2227                                                                                          91   100       110              120        130   140

                                                                                                                                 Topic number
RALI U Montreal, Multilingual English, Auto, TDN                                                                                 Run run3
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.0135                   Total number of documents
 Query 92: 0.1007                   over all queries
 Query 93: 0.0000                       Retrieved:    50000                                          0.8
 Query 94: 0.0840                       Relevant:      8068
 Query 95: 0.0288                       Rel_ret:       2129
 Query 96: 0.0013
 Query 97: 0.0692                   Interpolated Recall -
                                                                                                     0.6
 Query 98: 0.0197                   Precision Averages:
 Query 99: 0.0069                       at 0.00       0.6530
 Query 100: 0.0257                      at 0.10       0.3157




                                                                    Precision
 Query 101: 0.0289                      at 0.20       0.1838
 Query 102: 0.2257                      at 0.30       0.0992                                         0.4
 Query 103: 0.0244                      at 0.40       0.0544
 Query 104: 0.0358                      at 0.50       0.0347
 Query 105: 0.3385                      at 0.60       0.0222
 Query 106: 0.0082                      at 0.70       0.0129                                         0.2
 Query 107: 0.0491                      at 0.80       0.0000
 Query 108: 0.0996                      at 0.90       0.0000
 Query 109: 0.0967                      at 1.00       0.0000
 Query 110: 0.1414                                                                                   0.0
 Query 111: 0.2501                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.0985                  for all rel. documents
 Query 113: 0.0066                                    0.0945                                                                       Recall
 Query 114: 0.0390                  Precision:
 Query 115: 0.1042                    At    5 docs:   0.4360                                                                     Run run3
 Query 116: 0.1097                    At   10 docs:   0.4000                                                           Comparison to median by topic
 Query 117: 0.0000                    At   15 docs:   0.3640
                                                                                                     +1.0
 Query 118: 0.0114                    At   20 docs:   0.3340
 Query 119: 0.1900                    At   30 docs:   0.3000
 Query 120: 0.1605                    At 100 docs:    0.1734
 Query 121: 0.0388                    At 200 docs:    0.1172
 Query 122: 0.0671                    At 500 docs:    0.0653
 Query 123: 0.2228                    At 1000 docs:   0.0426                                         +0.5
 Query 124: 0.0878
 Query 125: 0.1936                  R-Precision (prec. after R
 Query 126: 0.0319                  (=num_rel) docs. retrieved):
 Query 127: 0.0018                      Exact:        0.1484
 Query 128: 0.0115                                                                                    0.0
 Query 129: 0.0374
 Query 130: 0.3571
 Query 131: 0.0943
 Query 132: 0.0001
 Query 133: 0.0160
                                                                    Difference (average precision)




 Query 134: 0.2089                                                                                   −0.5
 Query 135: 0.0323
 Query 136: 0.5483
 Query 137: 0.0184
 Query 138: 0.0860
 Query 139: 0.0884                                                                                   −1.0
 Query 140: 0.2169                                                                                          91   100       110              120        130   140

                                                                                                                                 Topic number
TLR Research, Multilingual English, Auto, TD                                                                             Run tlren2multi
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.0530                   Total number of documents
 Query 92: 0.2557                   over all queries
 Query 93: 0.4387                       Retrieved:    50000                                          0.8
 Query 94: 0.1622                       Relevant:      8068
 Query 95: 0.0511                       Rel_ret:       4190
 Query 96: 0.0665
 Query 97: 0.1166                   Interpolated Recall -
                                                                                                     0.6
 Query 98: 0.3067                   Precision Averages:
 Query 99: 0.0142                       at 0.00       0.7051
 Query 100: 0.4408                      at 0.10       0.4309




                                                                    Precision
 Query 101: 0.1732                      at 0.20       0.3625
 Query 102: 0.3560                      at 0.30       0.2883                                         0.4
 Query 103: 0.4059                      at 0.40       0.2265
 Query 104: 0.1041                      at 0.50       0.1891
 Query 105: 0.4802                      at 0.60       0.1454
 Query 106: 0.1596                      at 0.70       0.0974                                         0.2
 Query 107: 0.1111                      at 0.80       0.0567
 Query 108: 0.0589                      at 0.90       0.0235
 Query 109: 0.0742                      at 1.00       0.0000
 Query 110: 0.4216
                                                                                                     0.0
 Query 111: 0.0409                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.4052                  for all rel. documents
 Query 113: 0.0084                                    0.2049                                                                       Recall
 Query 114: 0.1192                  Precision:
 Query 115: 0.2706                    At    5 docs:   0.4680                                                              Run tlren2multi
 Query 116: 0.2921                    At   10 docs:   0.4560                                                           Comparison to median by topic
 Query 117: 0.1411                    At   15 docs:   0.4413
                                                                                                     +1.0
 Query 118: 0.0325                    At   20 docs:   0.4140
 Query 119: 0.5910                    At   30 docs:   0.3907
 Query 120: 0.0870                    At 100 docs:    0.2752
 Query 121: 0.1085                    At 200 docs:    0.2116
 Query 122: 0.0766                    At 500 docs:    0.1326
 Query 123: 0.6074                    At 1000 docs:   0.0838                                         +0.5
 Query 124: 0.0491
 Query 125: 0.0639                  R-Precision (prec. after R
 Query 126: 0.2128                  (=num_rel) docs. retrieved):
 Query 127: 0.1127                      Exact:        0.2803
 Query 128: 0.0678                                                                                    0.0
 Query 129: 0.1824
 Query 130: 0.2593
 Query 131: 0.3080
 Query 132: 0.1187
 Query 133: 0.0297
                                                                    Difference (average precision)




 Query 134: 0.5389                                                                                   −0.5
 Query 135: 0.1511
 Query 136: 0.5796
 Query 137: 0.1796
 Query 138: 0.2012
 Query 139: 0.0119                                                                                   −1.0
 Query 140: 0.1461                                                                                          91   100       110              120        130   140

                                                                                                                                 Topic number
Univ. Tampere, Dept. IS, Multilingual English, Auto, TD                                                                     Run tremu1
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.0047                   Total number of documents
 Query 92: 0.1111                   over all queries
 Query 93: 0.3576                       Retrieved:    50000                                          0.8
 Query 94: 0.1837                       Relevant:      8068
 Query 95: 0.0413                       Rel_ret:       2870
 Query 96: 0.0003
 Query 97: 0.0330                   Interpolated Recall -
                                                                                                     0.6
 Query 98: 0.0507                   Precision Averages:
 Query 99: 0.0272                       at 0.00       0.7657
 Query 100: 0.2186                      at 0.10       0.3988




                                                                    Precision
 Query 101: 0.0000                      at 0.20       0.2875
 Query 102: 0.5006                      at 0.30       0.2155                                         0.4
 Query 103: 0.2396                      at 0.40       0.1548
 Query 104: 0.1141                      at 0.50       0.1128
 Query 105: 0.2358                      at 0.60       0.0938
 Query 106: 0.0258                      at 0.70       0.0629                                         0.2
 Query 107: 0.0863                      at 0.80       0.0410
 Query 108: 0.1329                      at 0.90       0.0154
 Query 109: 0.1387                      at 1.00       0.0000
 Query 110: 0.2446                                                                                   0.0
 Query 111: 0.1921                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.3474                  for all rel. documents
 Query 113: 0.0018                                    0.1637                                                                       Recall
 Query 114: 0.1118                  Precision:
 Query 115: 0.1629                    At    5 docs:   0.4920                                                                 Run tremu1
 Query 116: 0.2287                    At   10 docs:   0.4500                                                           Comparison to median by topic
 Query 117: 0.0020                    At   15 docs:   0.4280
                                                                                                     +1.0
 Query 118: 0.0041                    At   20 docs:   0.3950
 Query 119: 0.1864                    At   30 docs:   0.3460
 Query 120: 0.0893                    At 100 docs:    0.2202
 Query 121: 0.3633                    At 200 docs:    0.1578
 Query 122: 0.0594                    At 500 docs:    0.0940
 Query 123: 0.7505                    At 1000 docs:   0.0574                                         +0.5
 Query 124: 0.0142
 Query 125: 0.0528                  R-Precision (prec. after R
 Query 126: 0.0961                  (=num_rel) docs. retrieved):
 Query 127: 0.2630                      Exact:        0.2250
 Query 128: 0.0087                                                                                    0.0
 Query 129: 0.1241
 Query 130: 0.3200
 Query 131: 0.0775
 Query 132: 0.2980
 Query 133: 0.0260
                                                                    Difference (average precision)




 Query 134: 0.7924                                                                                   −0.5
 Query 135: 0.0498
 Query 136: 0.6076
 Query 137: 0.0187
 Query 138: 0.0425
 Query 139: 0.0120                                                                                   −1.0
 Query 140: 0.1360                                                                                          91   100       110              120        130   140

                                                                                                                                 Topic number
Univ. Tampere, Dept. IS, Multilingual English, Auto, TD                                                                     Run tremu2
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.0022                   Total number of documents
 Query 92: 0.0666                   over all queries
 Query 93: 0.2606                       Retrieved:    50000                                          0.8
 Query 94: 0.0800                       Relevant:      8068
 Query 95: 0.0104                       Rel_ret:       2696
 Query 96: 0.0071
 Query 97: 0.0426                   Interpolated Recall -
                                                                                                     0.6
 Query 98: 0.0600                   Precision Averages:
 Query 99: 0.0187                       at 0.00       0.7356
 Query 100: 0.2180                      at 0.10       0.2702




                                                                    Precision
 Query 101: 0.0000                      at 0.20       0.2142
 Query 102: 0.2287                      at 0.30       0.1597                                         0.4
 Query 103: 0.2434                      at 0.40       0.1186
 Query 104: 0.0224                      at 0.50       0.0805
 Query 105: 0.1242                      at 0.60       0.0637
 Query 106: 0.0203                      at 0.70       0.0438                                         0.2
 Query 107: 0.0418                      at 0.80       0.0236
 Query 108: 0.0485                      at 0.90       0.0050
 Query 109: 0.0829                      at 1.00       0.0000
 Query 110: 0.1839                                                                                   0.0
 Query 111: 0.0733                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.4331                  for all rel. documents
 Query 113: 0.0007                                    0.1166                                                                       Recall
 Query 114: 0.0993                  Precision:
 Query 115: 0.1716                    At    5 docs:   0.3400                                                                 Run tremu2
 Query 116: 0.1806                    At   10 docs:   0.3240                                                           Comparison to median by topic
 Query 117: 0.0037                    At   15 docs:   0.2827
                                                                                                     +1.0
 Query 118: 0.0089                    At   20 docs:   0.2700
 Query 119: 0.1126                    At   30 docs:   0.2433
 Query 120: 0.0492                    At 100 docs:    0.1748
 Query 121: 0.0726                    At 200 docs:    0.1301
 Query 122: 0.0409                    At 500 docs:    0.0812
 Query 123: 0.5170                    At 1000 docs:   0.0539                                         +0.5
 Query 124: 0.0161
 Query 125: 0.0655                  R-Precision (prec. after R
 Query 126: 0.1001                  (=num_rel) docs. retrieved):
 Query 127: 0.0320                      Exact:        0.1848
 Query 128: 0.0081                                                                                    0.0
 Query 129: 0.1360
 Query 130: 0.2280
 Query 131: 0.0686
 Query 132: 0.2137
 Query 133: 0.0105
                                                                    Difference (average precision)




 Query 134: 0.7688                                                                                   −0.5
 Query 135: 0.0458
 Query 136: 0.3963
 Query 137: 0.0104
 Query 138: 0.0196
 Query 139: 0.0078                                                                                   −1.0
 Query 140: 0.1748                                                                                          91   100       110              120        130   140

                                                                                                                                 Topic number
Univ. Jaen/SINAI, Multilingual English, Auto, TD                                                                       Run UJAMLTD2RSV2
 Average precision                  Overall statistics                                                                    Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.0234                   Total number of documents
 Query 92: 0.3787                   over all queries
 Query 93: 0.6437                       Retrieved:    50000                                          0.8
 Query 94: 0.2796                       Relevant:      8068
 Query 95: 0.1604                       Rel_ret:       4532
 Query 96: 0.1586
 Query 97: 0.1326                   Interpolated Recall -                                            0.6
 Query 98: 0.4864                   Precision Averages:
 Query 99: 0.0623                       at 0.00       0.8224
 Query 100: 0.5033                      at 0.10       0.5431




                                                                    Precision
 Query 101: 0.0354                      at 0.20       0.4407
 Query 102: 0.5434                      at 0.30       0.3740                                         0.4
 Query 103: 0.2406                      at 0.40       0.3121
 Query 104: 0.0935                      at 0.50       0.2626
 Query 105: 0.5900                      at 0.60       0.1954
 Query 106: 0.0777                      at 0.70       0.1519                                         0.2
 Query 107: 0.1153                      at 0.80       0.1039
 Query 108: 0.3325                      at 0.90       0.0610
 Query 109: 0.0810                      at 1.00       0.0038
 Query 110: 0.4143                                                                                   0.0
 Query 111: 0.1546                  Avg. prec. (non-interpolated)                                      0.0       0.2        0.4              0.6        0.8   1.0
 Query 112: 0.3125                  for all rel. documents
 Query 113: 0.0004                                    0.2758                                                                        Recall
 Query 114: 0.2098                  Precision:
 Query 115: 0.0805                    At    5 docs:   0.6320                                                           Run UJAMLTD2RSV2
 Query 116: 0.5888                    At   10 docs:   0.5860                                                            Comparison to median by topic
 Query 117: 0.1695                    At   15 docs:   0.5573                                         +1.0
 Query 118: 0.0521                    At   20 docs:   0.5260
 Query 119: 0.5180                    At   30 docs:   0.4920
 Query 120: 0.0431                    At 100 docs:    0.3346
 Query 121: 0.6492                    At 200 docs:    0.2458
 Query 122: 0.1342                    At 500 docs:    0.1454
 Query 123: 0.8699                    At 1000 docs:   0.0906                                         +0.5
 Query 124: 0.0790
 Query 125: 0.0176                  R-Precision (prec. after R
 Query 126: 0.1575                  (=num_rel) docs. retrieved):
 Query 127: 0.6545                      Exact:        0.3265
 Query 128: 0.0362                                                                                    0.0
 Query 129: 0.2961
 Query 130: 0.3891
 Query 131: 0.2371
 Query 132: 0.3438
 Query 133: 0.0073
                                                                    Difference (average precision)




 Query 134: 0.7701                                                                                   −0.5
 Query 135: 0.1481
 Query 136: 0.8813
 Query 137: 0.0587
 Query 138: 0.1030
 Query 139: 0.1286                                                                                   −1.0
 Query 140: 0.3473                                                                                          91   100        110              120        130   140

                                                                                                                                  Topic number
Univ. Jaen/SINAI, Multilingual English, Auto, TD                                                                       Run UJAMLTDNORM
 Average precision                  Overall statistics                                                                    Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.0787                   Total number of documents
 Query 92: 0.2863                   over all queries
 Query 93: 0.0932                       Retrieved:    50000                                          0.8
 Query 94: 0.1180                       Relevant:      8068
 Query 95: 0.0898                       Rel_ret:       4297
 Query 96: 0.0507
 Query 97: 0.1601                   Interpolated Recall -                                            0.6
 Query 98: 0.0661                   Precision Averages:
 Query 99: 0.0815                       at 0.00       0.7230
 Query 100: 0.5374                      at 0.10       0.3875




                                                                    Precision
 Query 101: 0.0148                      at 0.20       0.3290
 Query 102: 0.4508                      at 0.30       0.2874                                         0.4
 Query 103: 0.1601                      at 0.40       0.2409
 Query 104: 0.0442                      at 0.50       0.1967
 Query 105: 0.4255                      at 0.60       0.1495
 Query 106: 0.0794                      at 0.70       0.1184                                         0.2
 Query 107: 0.1385                      at 0.80       0.0754
 Query 108: 0.1213                      at 0.90       0.0454
 Query 109: 0.0297                      at 1.00       0.0000
 Query 110: 0.4763                                                                                   0.0
 Query 111: 0.0328                  Avg. prec. (non-interpolated)                                      0.0       0.2        0.4              0.6        0.8   1.0
 Query 112: 0.3886                  for all rel. documents
 Query 113: 0.0005                                    0.2068                                                                        Recall
 Query 114: 0.1214                  Precision:
 Query 115: 0.0550                    At    5 docs:   0.4840                                                           Run UJAMLTDNORM
 Query 116: 0.5832                    At   10 docs:   0.4260                                                            Comparison to median by topic
 Query 117: 0.1570                    At   15 docs:   0.4093                                         +1.0
 Query 118: 0.0282                    At   20 docs:   0.3850
 Query 119: 0.5726                    At   30 docs:   0.3647
 Query 120: 0.0817                    At 100 docs:    0.2726
 Query 121: 0.4673                    At 200 docs:    0.2105
 Query 122: 0.0695                    At 500 docs:    0.1337
 Query 123: 0.7724                    At 1000 docs:   0.0859                                         +0.5
 Query 124: 0.0478
 Query 125: 0.0497                  R-Precision (prec. after R
 Query 126: 0.1261                  (=num_rel) docs. retrieved):
 Query 127: 0.4476                      Exact:        0.2647
 Query 128: 0.0124                                                                                    0.0
 Query 129: 0.1020
 Query 130: 0.2910
 Query 131: 0.1859
 Query 132: 0.0506
 Query 133: 0.0189
                                                                    Difference (average precision)




 Query 134: 0.7098                                                                                   −0.5
 Query 135: 0.0926
 Query 136: 0.7347
 Query 137: 0.0269
 Query 138: 0.1583
 Query 139: 0.1901                                                                                   −1.0
 Query 140: 0.2633                                                                                          91   100        110              120        130   140

                                                                                                                                  Topic number
Univ. Jaen/SINAI, Multilingual English, Auto, TD                                                                       Run UJAMLTDRR
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.0499                   Total number of documents
 Query 92: 0.2657                   over all queries
 Query 93: 0.4026                       Retrieved:    50000                                          0.8
 Query 94: 0.1543                       Relevant:      8068
 Query 95: 0.1070                       Rel_ret:       4246
 Query 96: 0.0603
 Query 97: 0.1673                   Interpolated Recall -                                            0.6
 Query 98: 0.1902                   Precision Averages:
 Query 99: 0.1063                       at 0.00       0.7200
 Query 100: 0.4681                      at 0.10       0.4239




                                                                    Precision
 Query 101: 0.0175                      at 0.20       0.3474
 Query 102: 0.4931                      at 0.30       0.2981                                         0.4
 Query 103: 0.1933                      at 0.40       0.2333
 Query 104: 0.0475                      at 0.50       0.1889
 Query 105: 0.3782                      at 0.60       0.1340
 Query 106: 0.0676                      at 0.70       0.0894                                         0.2
 Query 107: 0.1429                      at 0.80       0.0536
 Query 108: 0.1796                      at 0.90       0.0307
 Query 109: 0.0219                      at 1.00       0.0000
 Query 110: 0.4404                                                                                   0.0
 Query 111: 0.0582                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.4489                  for all rel. documents
 Query 113: 0.0015                                    0.2038                                                                       Recall
 Query 114: 0.1077                  Precision:
 Query 115: 0.0902                    At    5 docs:   0.4840                                                           Run UJAMLTDRR
 Query 116: 0.5303                    At   10 docs:   0.4560                                                           Comparison to median by topic
 Query 117: 0.1357                    At   15 docs:   0.4333                                         +1.0
 Query 118: 0.0417                    At   20 docs:   0.4180
 Query 119: 0.6267                    At   30 docs:   0.3853
 Query 120: 0.0992                    At 100 docs:    0.2828
 Query 121: 0.1842                    At 200 docs:    0.2153
 Query 122: 0.0822                    At 500 docs:    0.1305
 Query 123: 0.6638                    At 1000 docs:   0.0849                                         +0.5
 Query 124: 0.0356
 Query 125: 0.0374                  R-Precision (prec. after R
 Query 126: 0.1835                  (=num_rel) docs. retrieved):
 Query 127: 0.1816                      Exact:        0.2787
 Query 128: 0.0141                                                                                    0.0
 Query 129: 0.1792
 Query 130: 0.2774
 Query 131: 0.2316
 Query 132: 0.1216
 Query 133: 0.0241
                                                                    Difference (average precision)




 Query 134: 0.6395                                                                                   −0.5
 Query 135: 0.0970
 Query 136: 0.5544
 Query 137: 0.0311
 Query 138: 0.1533
 Query 139: 0.1552                                                                                   −1.0
 Query 140: 0.2477                                                                                          91   100       110              120        130   140

                                                                                                                                 Topic number
Univ. Jaen/SINAI, Multilingual English, Auto, TD                                                                       Run UJAMLTDRSV2
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.0188                   Total number of documents
 Query 92: 0.3857                   over all queries
 Query 93: 0.6444                       Retrieved:    50000                                          0.8
 Query 94: 0.2821                       Relevant:      8068
 Query 95: 0.1570                       Rel_ret:       4551
 Query 96: 0.1615
 Query 97: 0.1363                   Interpolated Recall -                                            0.6
 Query 98: 0.4971                   Precision Averages:
 Query 99: 0.0668                       at 0.00       0.8080
 Query 100: 0.5437                      at 0.10       0.5375




                                                                    Precision
 Query 101: 0.0373                      at 0.20       0.4411
 Query 102: 0.5229                      at 0.30       0.3743                                         0.4
 Query 103: 0.2535                      at 0.40       0.3175
 Query 104: 0.0758                      at 0.50       0.2662
 Query 105: 0.5913                      at 0.60       0.1991
 Query 106: 0.0822                      at 0.70       0.1547                                         0.2
 Query 107: 0.1051                      at 0.80       0.1062
 Query 108: 0.3229                      at 0.90       0.0647
 Query 109: 0.0746                      at 1.00       0.0041
 Query 110: 0.4288                                                                                   0.0
 Query 111: 0.1477                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.3282                  for all rel. documents
 Query 113: 0.0003                                    0.2774                                                                       Recall
 Query 114: 0.2132                  Precision:
 Query 115: 0.0773                    At    5 docs:   0.6320                                                           Run UJAMLTDRSV2
 Query 116: 0.6051                    At   10 docs:   0.5900                                                           Comparison to median by topic
 Query 117: 0.1582                    At   15 docs:   0.5533                                         +1.0
 Query 118: 0.0491                    At   20 docs:   0.5290
 Query 119: 0.5062                    At   30 docs:   0.4907
 Query 120: 0.0423                    At 100 docs:    0.3356
 Query 121: 0.6519                    At 200 docs:    0.2461
 Query 122: 0.1493                    At 500 docs:    0.1463
 Query 123: 0.8622                    At 1000 docs:   0.0910                                         +0.5
 Query 124: 0.0789
 Query 125: 0.0192                  R-Precision (prec. after R
 Query 126: 0.1552                  (=num_rel) docs. retrieved):
 Query 127: 0.6634                      Exact:        0.3280
 Query 128: 0.0369                                                                                    0.0
 Query 129: 0.2950
 Query 130: 0.3797
 Query 131: 0.2454
 Query 132: 0.3534
 Query 133: 0.0089
                                                                    Difference (average precision)




 Query 134: 0.7823                                                                                   −0.5
 Query 135: 0.1572
 Query 136: 0.8792
 Query 137: 0.0470
 Query 138: 0.1227
 Query 139: 0.1216                                                                                   −1.0
 Query 140: 0.3475                                                                                          91   100       110              120        130   140

                                                                                                                                 Topic number
Univ. Jaen/SINAI, Multilingual English, Auto, TD                                                                       Run UJAMLTDRSV2RR
 Average precision                  Overall statistics                                                                    Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.0106                   Total number of documents
 Query 92: 0.1814                   over all queries
 Query 93: 0.0683                       Retrieved:    25267                                          0.8
 Query 94: 0.1019                       Relevant:      8068
 Query 95: 0.0786                       Rel_ret:       3684
 Query 96: 0.0548
 Query 97: 0.0448                   Interpolated Recall -                                            0.6
 Query 98: 0.0774                   Precision Averages:
 Query 99: 0.0270                       at 0.00       0.4109
 Query 100: 0.2228                      at 0.10       0.2253




                                                                    Precision
 Query 101: 0.0188                      at 0.20       0.2007
 Query 102: 0.1179                      at 0.30       0.1738                                         0.4
 Query 103: 0.1212                      at 0.40       0.1390
 Query 104: 0.0208                      at 0.50       0.0977
 Query 105: 0.1537                      at 0.60       0.0617
 Query 106: 0.0406                      at 0.70       0.0520                                         0.2
 Query 107: 0.0376                      at 0.80       0.0191
 Query 108: 0.1044                      at 0.90       0.0165
 Query 109: 0.0124                      at 1.00       0.0000
 Query 110: 0.3698                                                                                   0.0
 Query 111: 0.0136                  Avg. prec. (non-interpolated)                                      0.0       0.2        0.4              0.6        0.8   1.0
 Query 112: 0.1098                  for all rel. documents
 Query 113: 0.0008                                    0.0966                                                                        Recall
 Query 114: 0.0741                  Precision:
 Query 115: 0.0198                    At    5 docs:   0.1520                                                           Run UJAMLTDRSV2RR
 Query 116: 0.1430                    At   10 docs:   0.1480                                                            Comparison to median by topic
 Query 117: 0.1229                    At   15 docs:   0.1427                                         +1.0
 Query 118: 0.0136                    At   20 docs:   0.1460
 Query 119: 0.3829                    At   30 docs:   0.1487
 Query 120: 0.0341                    At 100 docs:    0.1424
 Query 121: 0.3355                    At 200 docs:    0.1522
 Query 122: 0.0464                    At 500 docs:    0.1341
 Query 123: 0.1454                    At 1000 docs:   0.0737                                         +0.5
 Query 124: 0.0199
 Query 125: 0.0104                  R-Precision (prec. after R
 Query 126: 0.0309                  (=num_rel) docs. retrieved):
 Query 127: 0.3086                      Exact:        0.1485
 Query 128: 0.0138                                                                                    0.0
 Query 129: 0.0505
 Query 130: 0.1082
 Query 131: 0.1372
 Query 132: 0.0288
 Query 133: 0.0034
                                                                    Difference (average precision)




 Query 134: 0.0322                                                                                   −0.5
 Query 135: 0.1040
 Query 136: 0.1684
 Query 137: 0.0094
 Query 138: 0.0717
 Query 139: 0.2489                                                                                   −1.0
 Query 140: 0.1750                                                                                          91   100        110              120        130   140

                                                                                                                                  Topic number
Université de Neuchâtel, Multilingual English, Auto, TD                                                                   Run UniNEm1
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.0968                   Total number of documents
 Query 92: 0.3844                   over all queries
 Query 93: 0.5100                       Retrieved:    50000                                          0.8
 Query 94: 0.5275                       Relevant:      8068
 Query 95: 0.1579                       Rel_ret:       5507
 Query 96: 0.2291
 Query 97: 0.1475                   Interpolated Recall -
                                                                                                     0.6
 Query 98: 0.4470                   Precision Averages:
 Query 99: 0.1682                       at 0.00       0.8196
 Query 100: 0.5104                      at 0.10       0.6078




                                                                    Precision
 Query 101: 0.1677                      at 0.20       0.5201
 Query 102: 0.5105                      at 0.30       0.4638                                         0.4
 Query 103: 0.5268                      at 0.40       0.4047
 Query 104: 0.1349                      at 0.50       0.3462
 Query 105: 0.6043                      at 0.60       0.3033
 Query 106: 0.1868                      at 0.70       0.2455                                         0.2
 Query 107: 0.0998                      at 0.80       0.1843
 Query 108: 0.3605                      at 0.90       0.1233
 Query 109: 0.1046                      at 1.00       0.0164
 Query 110: 0.6326                                                                                   0.0
 Query 111: 0.1535                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.5295                  for all rel. documents
 Query 113: 0.0017                                    0.3488                                                                       Recall
 Query 114: 0.3601                  Precision:
 Query 115: 0.3340                    At    5 docs:   0.6240                                                               Run UniNEm1
 Query 116: 0.6550                    At   10 docs:   0.6020                                                           Comparison to median by topic
 Query 117: 0.1869                    At   15 docs:   0.5800
                                                                                                     +1.0
 Query 118: 0.0277                    At   20 docs:   0.5700
 Query 119: 0.7652                    At   30 docs:   0.5273
 Query 120: 0.2262                    At 100 docs:    0.3894
 Query 121: 0.5418                    At 200 docs:    0.2979
 Query 122: 0.1143                    At 500 docs:    0.1776
 Query 123: 0.8598                    At 1000 docs:   0.1101                                         +0.5
 Query 124: 0.2481
 Query 125: 0.3595                  R-Precision (prec. after R
 Query 126: 0.2655                  (=num_rel) docs. retrieved):
 Query 127: 0.5241                      Exact:        0.3909
 Query 128: 0.0670                                                                                    0.0
 Query 129: 0.3029
 Query 130: 0.0000
 Query 131: 0.0000
 Query 132: 0.5585
 Query 133: 0.1254
                                                                    Difference (average precision)




 Query 134: 0.8883                                                                                   −0.5
 Query 135: 0.5668
 Query 136: 0.9214
 Query 137: 0.2654
 Query 138: 0.3117
 Query 139: 0.4250                                                                                   −1.0
 Query 140: 0.3456                                                                                          91   100       110              120        130   140

                                                                                                                                 Topic number
Université de Neuchâtel, Multilingual English, Auto, TD                                                                   Run UniNEm2
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.3061                   Total number of documents
 Query 92: 0.3940                   over all queries
 Query 93: 0.7223                       Retrieved:    50000                                          0.8
 Query 94: 0.5416                       Relevant:      8068
 Query 95: 0.2018                       Rel_ret:       5650
 Query 96: 0.3469
 Query 97: 0.1843                   Interpolated Recall -
                                                                                                     0.6
 Query 98: 0.5620                   Precision Averages:
 Query 99: 0.2037                       at 0.00       0.8638
 Query 100: 0.6002                      at 0.10       0.6362




                                                                    Precision
 Query 101: 0.5278                      at 0.20       0.5571
 Query 102: 0.4847                      at 0.30       0.5009                                         0.4
 Query 103: 0.6048                      at 0.40       0.4535
 Query 104: 0.1181                      at 0.50       0.3894
 Query 105: 0.5967                      at 0.60       0.3334
 Query 106: 0.2085                      at 0.70       0.2681                                         0.2
 Query 107: 0.0836                      at 0.80       0.1967
 Query 108: 0.3703                      at 0.90       0.1187
 Query 109: 0.0878                      at 1.00       0.0193
 Query 110: 0.5951                                                                                   0.0
 Query 111: 0.1167                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.4977                  for all rel. documents
 Query 113: 0.0013                                    0.3783                                                                       Recall
 Query 114: 0.3577                  Precision:
 Query 115: 0.3158                    At    5 docs:   0.7040                                                               Run UniNEm2
 Query 116: 0.6527                    At   10 docs:   0.6640                                                           Comparison to median by topic
 Query 117: 0.2561                    At   15 docs:   0.6187
                                                                                                     +1.0
 Query 118: 0.0283                    At   20 docs:   0.5960
 Query 119: 0.7833                    At   30 docs:   0.5600
 Query 120: 0.1655                    At 100 docs:    0.4154
 Query 121: 0.4313                    At 200 docs:    0.3145
 Query 122: 0.1161                    At 500 docs:    0.1882
 Query 123: 0.8474                    At 1000 docs:   0.1130                                         +0.5
 Query 124: 0.2500
 Query 125: 0.3887                  R-Precision (prec. after R
 Query 126: 0.2721                  (=num_rel) docs. retrieved):
 Query 127: 0.6995                      Exact:        0.4141
 Query 128: 0.0880                                                                                    0.0
 Query 129: 0.3694
 Query 130: 0.0000
 Query 131: 0.0000
 Query 132: 0.6721
 Query 133: 0.1727
                                                                    Difference (average precision)




 Query 134: 0.8481                                                                                   −0.5
 Query 135: 0.6281
 Query 136: 0.8519
 Query 137: 0.2395
 Query 138: 0.3058
 Query 139: 0.4404                                                                                   −1.0
 Query 140: 0.3778                                                                                          91   100       110              120        130   140

                                                                                                                                 Topic number
Université de Neuchâtel, Multilingual English, Auto, TD                                                                   Run UniNEm3
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.0726                   Total number of documents
 Query 92: 0.4029                   over all queries
 Query 93: 0.5171                       Retrieved:    50000                                          0.8
 Query 94: 0.5347                       Relevant:      8068
 Query 95: 0.1516                       Rel_ret:       5511
 Query 96: 0.2141
 Query 97: 0.0990                   Interpolated Recall -
                                                                                                     0.6
 Query 98: 0.4651                   Precision Averages:
 Query 99: 0.1685                       at 0.00       0.8190
 Query 100: 0.5103                      at 0.10       0.6027




                                                                    Precision
 Query 101: 0.1907                      at 0.20       0.5183
 Query 102: 0.5236                      at 0.30       0.4717                                         0.4
 Query 103: 0.5218                      at 0.40       0.4063
 Query 104: 0.1470                      at 0.50       0.3537
 Query 105: 0.5973                      at 0.60       0.3062
 Query 106: 0.1887                      at 0.70       0.2477                                         0.2
 Query 107: 0.1015                      at 0.80       0.1857
 Query 108: 0.3485                      at 0.90       0.1245
 Query 109: 0.1414                      at 1.00       0.0163
 Query 110: 0.6093                                                                                   0.0
 Query 111: 0.1633                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.5078                  for all rel. documents
 Query 113: 0.0020                                    0.3512                                                                       Recall
 Query 114: 0.3520                  Precision:
 Query 115: 0.2891                    At    5 docs:   0.5960                                                               Run UniNEm3
 Query 116: 0.6574                    At   10 docs:   0.6040                                                           Comparison to median by topic
 Query 117: 0.1911                    At   15 docs:   0.5800
                                                                                                     +1.0
 Query 118: 0.0229                    At   20 docs:   0.5730
 Query 119: 0.7759                    At   30 docs:   0.5333
 Query 120: 0.2485                    At 100 docs:    0.3918
 Query 121: 0.5721                    At 200 docs:    0.2979
 Query 122: 0.1173                    At 500 docs:    0.1798
 Query 123: 0.8546                    At 1000 docs:   0.1102                                         +0.5
 Query 124: 0.2516
 Query 125: 0.4395                  R-Precision (prec. after R
 Query 126: 0.2387                  (=num_rel) docs. retrieved):
 Query 127: 0.5065                      Exact:        0.3970
 Query 128: 0.1169                                                                                    0.0
 Query 129: 0.3098
 Query 130: 0.0000
 Query 131: 0.0000
 Query 132: 0.5577
 Query 133: 0.1209
                                                                    Difference (average precision)




 Query 134: 0.8784                                                                                   −0.5
 Query 135: 0.5522
 Query 136: 0.9279
 Query 137: 0.2555
 Query 138: 0.3262
 Query 139: 0.4760                                                                                   −1.0
 Query 140: 0.3452                                                                                          91   100       110              120        130   140

                                                                                                                                 Topic number
Université de Neuchâtel, Multilingual English, Auto, TD                                                                   Run UniNEm4
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.2170                   Total number of documents
 Query 92: 0.4157                   over all queries
 Query 93: 0.7120                       Retrieved:    50000                                          0.8
 Query 94: 0.5413                       Relevant:      8068
 Query 95: 0.1801                       Rel_ret:       5633
 Query 96: 0.2780
 Query 97: 0.1107                   Interpolated Recall -
                                                                                                     0.6
 Query 98: 0.5832                   Precision Averages:
 Query 99: 0.2407                       at 0.00       0.8375
 Query 100: 0.5888                      at 0.10       0.6287




                                                                    Precision
 Query 101: 0.4765                      at 0.20       0.5520
 Query 102: 0.5032                      at 0.30       0.4996                                         0.4
 Query 103: 0.5827                      at 0.40       0.4466
 Query 104: 0.1245                      at 0.50       0.3886
 Query 105: 0.5707                      at 0.60       0.3332
 Query 106: 0.2209                      at 0.70       0.2626                                         0.2
 Query 107: 0.0810                      at 0.80       0.1905
 Query 108: 0.3557                      at 0.90       0.1166
 Query 109: 0.1032                      at 1.00       0.0186
 Query 110: 0.5992                                                                                   0.0
 Query 111: 0.1306                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.4831                  for all rel. documents
 Query 113: 0.0012                                    0.3756                                                                       Recall
 Query 114: 0.3503                  Precision:
 Query 115: 0.3037                    At    5 docs:   0.6760                                                               Run UniNEm4
 Query 116: 0.6737                    At   10 docs:   0.6740                                                           Comparison to median by topic
 Query 117: 0.2612                    At   15 docs:   0.6067
                                                                                                     +1.0
 Query 118: 0.0264                    At   20 docs:   0.5850
 Query 119: 0.7821                    At   30 docs:   0.5547
 Query 120: 0.1641                    At 100 docs:    0.4154
 Query 121: 0.4506                    At 200 docs:    0.3131
 Query 122: 0.1144                    At 500 docs:    0.1884
 Query 123: 0.8562                    At 1000 docs:   0.1127                                         +0.5
 Query 124: 0.2676
 Query 125: 0.4549                  R-Precision (prec. after R
 Query 126: 0.2790                  (=num_rel) docs. retrieved):
 Query 127: 0.6845                      Exact:        0.4091
 Query 128: 0.1079                                                                                    0.0
 Query 129: 0.3410
 Query 130: 0.0000
 Query 131: 0.0000
 Query 132: 0.6491
 Query 133: 0.1573
                                                                    Difference (average precision)




 Query 134: 0.8293                                                                                   −0.5
 Query 135: 0.6328
 Query 136: 0.8679
 Query 137: 0.2278
 Query 138: 0.2961
 Query 139: 0.5293                                                                                   −1.0
 Query 140: 0.3723                                                                                          91   100       110              120        130   140

                                                                                                                                 Topic number
Université de Neuchâtel, Multilingual English, Auto, TD                                                                   Run UniNEm5
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.1699                   Total number of documents
 Query 92: 0.4133                   over all queries
 Query 93: 0.4725                       Retrieved:    50000                                          0.8
 Query 94: 0.4265                       Relevant:      8068
 Query 95: 0.1729                       Rel_ret:       5801
 Query 96: 0.2252
 Query 97: 0.3662                   Interpolated Recall -
                                                                                                     0.6
 Query 98: 0.3514                   Precision Averages:
 Query 99: 0.1680                       at 0.00       0.8613
 Query 100: 0.4974                      at 0.10       0.6227




                                                                    Precision
 Query 101: 0.2375                      at 0.20       0.5483
 Query 102: 0.4865                      at 0.30       0.4745                                         0.4
 Query 103: 0.5085                      at 0.40       0.4094
 Query 104: 0.1593                      at 0.50       0.3564
 Query 105: 0.6290                      at 0.60       0.2963
 Query 106: 0.1593                      at 0.70       0.2494                                         0.2
 Query 107: 0.1543                      at 0.80       0.1841
 Query 108: 0.4108                      at 0.90       0.1101
 Query 109: 0.1358                      at 1.00       0.0135
 Query 110: 0.6343                                                                                   0.0
 Query 111: 0.2199                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.5725                  for all rel. documents
 Query 113: 0.0043                                    0.3552                                                                       Recall
 Query 114: 0.2444                  Precision:
 Query 115: 0.2398                    At    5 docs:   0.6120                                                               Run UniNEm5
 Query 116: 0.6590                    At   10 docs:   0.6200                                                           Comparison to median by topic
 Query 117: 0.2325                    At   15 docs:   0.5920
                                                                                                     +1.0
 Query 118: 0.0243                    At   20 docs:   0.5740
 Query 119: 0.7780                    At   30 docs:   0.5360
 Query 120: 0.1600                    At 100 docs:    0.3992
 Query 121: 0.5127                    At 200 docs:    0.3089
 Query 122: 0.1082                    At 500 docs:    0.1893
 Query 123: 0.8302                    At 1000 docs:   0.1160                                         +0.5
 Query 124: 0.1283
 Query 125: 0.3151                  R-Precision (prec. after R
 Query 126: 0.4050                  (=num_rel) docs. retrieved):
 Query 127: 0.6154                      Exact:        0.4031
 Query 128: 0.1068                                                                                    0.0
 Query 129: 0.3434
 Query 130: 0.1243
 Query 131: 0.1412
 Query 132: 0.3957
 Query 133: 0.1745
                                                                    Difference (average precision)




 Query 134: 0.8464                                                                                   −0.5
 Query 135: 0.5502
 Query 136: 0.9094
 Query 137: 0.2264
 Query 138: 0.3887
 Query 139: 0.4550                                                                                   −1.0
 Query 140: 0.2707                                                                                          91   100       110              120        130   140

                                                                                                                                 Topic number
JHU/APL, Bilingual English to German, Auto, TD                                                                            Run aplbiende
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.1548                   Total number of documents
 Query 92: 0.3229                   over all queries
 Query 93: 0.0000                       Retrieved:    50000                                          0.8
 Query 94: 0.7985                       Relevant:      1938
 Query 95: 0.1881                       Rel_ret:       1535
 Query 96: 0.0044
 Query 97: 0.0279                   Interpolated Recall -
 Query 98: 0.0146                   Precision Averages:                                              0.6
 Query 99: 0.0681                       at 0.00       0.5783
 Query 100: 0.7147                      at 0.10       0.5147
 Query 101: 0.7386                      at 0.20       0.4335




                                                                    Precision
 Query 102: 0.2885                      at 0.30       0.4033                                         0.4
 Query 103: 0.2174                      at 0.40       0.3845
 Query 104: 0.1510                      at 0.50       0.3377
 Query 105: 0.6923                      at 0.60       0.3049
 Query 106: 0.0981                      at 0.70       0.2368                                         0.2
 Query 107: 0.0474                      at 0.80       0.1827
 Query 108: 0.3788                      at 0.90       0.1408
 Query 109: 0.5286                      at 1.00       0.0783
 Query 110: 0.5761
                                                                                                     0.0
 Query 111: 0.0431                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.0026                  for all rel. documents
 Query 113: 0.0860                                    0.3137                                                                       Recall
 Query 114: 0.4198                  Precision:
 Query 115: 0.2189                    At    5 docs:   0.4160                                                               Run aplbiende
 Query 116: 0.3118                    At   10 docs:   0.3960
 Query 117: 0.0156                    At   15 docs:   0.3613                                                           Comparison to median by topic
 Query 118: 0.0106                    At   20 docs:   0.3370                                         +1.0
 Query 119: 0.7254                    At   30 docs:   0.3087
 Query 120: 0.0421                    At 100 docs:    0.1688
 Query 121: 0.7778                    At 200 docs:    0.1042
 Query 122: 0.0697                    At 500 docs:    0.0523
 Query 123: 0.8955                    At 1000 docs:   0.0307                                         +0.5
 Query 124: 0.0810
 Query 125: 0.3966                  R-Precision (prec. after R
 Query 126: 0.0246                  (=num_rel) docs. retrieved):
 Query 127: 0.1718                      Exact:        0.3224
 Query 128: 0.0108                                                                                    0.0
 Query 129: 0.5368
 Query 130: 0.7446
 Query 131: 0.6427
 Query 132: 0.9152
 Query 133: 0.0040
                                                                    Difference (average precision)




 Query 134: 0.0693                                                                                   −0.5
 Query 135: 0.5230
 Query 136: 0.6203
 Query 137: 0.0014
 Query 138: 0.6250
 Query 139: 0.2924                                                                                   −1.0
 Query 140: 0.3955                                                                                          91   100       110              120        130   140

                                                                                                                                 Topic number
Univ. of Ca. at Berkeley 1, Bilingual English to German, Auto, TDN                                                         Run BKBIEG1
 Average precision                  Overall statistics                                                                    Recall−Precision Values
 (individual queries):              (for 50 queries):                                                  1.0

 Query 91: 0.4179                   Total number of documents
 Query 92: 0.2481                   over all queries
 Query 93: 0.8737                       Retrieved:    50000                                           0.8
 Query 94: 0.0040                       Relevant:      1938
 Query 95: 0.1624                       Rel_ret:       1628
 Query 96: 0.5341
 Query 97: 0.6633                   Interpolated Recall -
                                                                                                      0.6
 Query 98: 0.6400                   Precision Averages:
 Query 99: 0.0515                       at 0.00       0.7108
 Query 100: 0.5899                      at 0.10       0.6190




                                                                     Precision
 Query 101: 0.5730                      at 0.20       0.5594
 Query 102: 0.4682                      at 0.30       0.5207                                          0.4
 Query 103: 0.5153                      at 0.40       0.4741
 Query 104: 0.1166                      at 0.50       0.4358
 Query 105: 0.6316                      at 0.60       0.4090
 Query 106: 0.0496                      at 0.70       0.3647                                          0.2
 Query 107: 0.0350                      at 0.80       0.2972
 Query 108: 0.3834                      at 0.90       0.2204
 Query 109: 0.2370                      at 1.00       0.1441
 Query 110: 0.6333
                                                                                                      0.0
 Query 111: 0.2629                  Avg. prec. (non-interpolated)                                       0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.6317                  for all rel. documents
 Query 113: 0.2819                                    0.4150                                                                        Recall
 Query 114: 0.4456                  Precision:
 Query 115: 0.3325                    At    5 docs:   0.5320                                                               Run BKBIEG1
 Query 116: 0.7387                    At   10 docs:   0.5000                                                            Comparison to median by topic
 Query 117: 0.5594                    At   15 docs:   0.4667
                                                                                                      +1.0
 Query 118: 0.0065                    At   20 docs:   0.4260
 Query 119: 0.8539                    At   30 docs:   0.3753
 Query 120: 0.0444                    At 100 docs:    0.2074
 Query 121: 0.2535                    At 200 docs:    0.1268
 Query 122: 0.0306                    At 500 docs:    0.0602
 Query 123: 0.9571                    At 1000 docs:   0.0326                                          +0.5
 Query 124: 0.2980
 Query 125: 0.5580                  R-Precision (prec. after R
 Query 126: 0.0479                  (=num_rel) docs. retrieved):
 Query 127: 0.8892                      Exact:        0.4137
 Query 128: 0.1193                                                                                     0.0
 Query 129: 0.6476
 Query 130: 0.6743
 Query 131: 0.4329
 Query 132: 0.7223
 Query 133: 0.5709
                                                                     Difference (average precision)




 Query 134: 0.6060                                                                                    −0.5
 Query 135: 0.0762
 Query 136: 1.0000
 Query 137: 0.0164
 Query 138: 0.8533
 Query 139: 0.0102                                                                                    −1.0
 Query 140: 0.0002                                                                                           91   100       110              120        130   140

                                                                                                                                  Topic number
Univ. of Ca. at Berkeley 1, Bilingual English to German, Auto, TD                                                         Run BKBIEG2
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.3662                   Total number of documents
 Query 92: 0.2426                   over all queries
 Query 93: 0.8805                       Retrieved:    50000                                          0.8
 Query 94: 0.0995                       Relevant:      1938
 Query 95: 0.0609                       Rel_ret:       1661
 Query 96: 0.5400
 Query 97: 0.2730                   Interpolated Recall -
                                                                                                     0.6
 Query 98: 0.6371                   Precision Averages:
 Query 99: 0.2921                       at 0.00       0.6625
 Query 100: 0.6037                      at 0.10       0.6011




                                                                    Precision
 Query 101: 0.7378                      at 0.20       0.5595
 Query 102: 0.4680                      at 0.30       0.5075                                         0.4
 Query 103: 0.5313                      at 0.40       0.4642
 Query 104: 0.1500                      at 0.50       0.4359
 Query 105: 0.6717                      at 0.60       0.4105
 Query 106: 0.0907                      at 0.70       0.3588                                         0.2
 Query 107: 0.0959                      at 0.80       0.3061
 Query 108: 0.3545                      at 0.90       0.2172
 Query 109: 0.1352                      at 1.00       0.1140
 Query 110: 0.5794
                                                                                                     0.0
 Query 111: 0.0620                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.6203                  for all rel. documents
 Query 113: 0.0020                                    0.4060                                                                       Recall
 Query 114: 0.4315                  Precision:
 Query 115: 0.2794                    At    5 docs:   0.4800                                                              Run BKBIEG2
 Query 116: 0.7100                    At   10 docs:   0.4680                                                           Comparison to median by topic
 Query 117: 0.4698                    At   15 docs:   0.4640
                                                                                                     +1.0
 Query 118: 0.0095                    At   20 docs:   0.4330
 Query 119: 0.8770                    At   30 docs:   0.3860
 Query 120: 0.0274                    At 100 docs:    0.2168
 Query 121: 0.4556                    At 200 docs:    0.1331
 Query 122: 0.0804                    At 500 docs:    0.0624
 Query 123: 0.8833                    At 1000 docs:   0.0332                                         +0.5
 Query 124: 0.2875
 Query 125: 0.5283                  R-Precision (prec. after R
 Query 126: 0.0435                  (=num_rel) docs. retrieved):
 Query 127: 0.8157                      Exact:        0.4021
 Query 128: 0.0488                                                                                    0.0
 Query 129: 0.7195
 Query 130: 0.5810
 Query 131: 0.5522
 Query 132: 0.7353
 Query 133: 0.4913
                                                                    Difference (average precision)




 Query 134: 0.5667                                                                                   −0.5
 Query 135: 0.2821
 Query 136: 0.9683
 Query 137: 0.0417
 Query 138: 0.8514
 Query 139: 0.0685                                                                                   −1.0
 Query 140: 0.0005                                                                                          91   100       110              120        130   140

                                                                                                                                 Topic number
Univ. of Ca. at Berkeley 1, Bilingual French to German, Auto, TDN                                                         Run BKBIFG1
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.3936                   Total number of documents
 Query 92: 0.2950                   over all queries
 Query 93: 0.8577                       Retrieved:    50000                                          0.8
 Query 94: 0.1738                       Relevant:      1938
 Query 95: 0.1861                       Rel_ret:       1798
 Query 96: 0.6107
 Query 97: 0.7112                   Interpolated Recall -
                                                                                                     0.6
 Query 98: 0.6184                   Precision Averages:
 Query 99: 0.5770                       at 0.00       0.8141
 Query 100: 0.5416                      at 0.10       0.7345




                                                                    Precision
 Query 101: 0.6448                      at 0.20       0.6959
 Query 102: 0.3962                      at 0.30       0.5947                                         0.4
 Query 103: 0.4106                      at 0.40       0.5490
 Query 104: 0.1553                      at 0.50       0.4851
 Query 105: 0.6110                      at 0.60       0.4465
 Query 106: 0.1156                      at 0.70       0.3833                                         0.2
 Query 107: 0.0952                      at 0.80       0.3084
 Query 108: 0.4146                      at 0.90       0.2289
 Query 109: 0.4032                      at 1.00       0.1271
 Query 110: 0.6351
                                                                                                     0.0
 Query 111: 0.2526                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.7129                  for all rel. documents
 Query 113: 0.2167                                    0.4722                                                                       Recall
 Query 114: 0.4932                  Precision:
 Query 115: 0.4024                    At    5 docs:   0.6480                                                              Run BKBIFG1
 Query 116: 0.7497                    At   10 docs:   0.5860                                                           Comparison to median by topic
 Query 117: 0.5248                    At   15 docs:   0.5280
                                                                                                     +1.0
 Query 118: 0.2845                    At   20 docs:   0.4880
 Query 119: 0.8368                    At   30 docs:   0.4320
 Query 120: 0.0500                    At 100 docs:    0.2418
 Query 121: 0.3500                    At 200 docs:    0.1466
 Query 122: 0.0972                    At 500 docs:    0.0683
 Query 123: 0.8755                    At 1000 docs:   0.0360                                         +0.5
 Query 124: 0.5175
 Query 125: 0.5445                  R-Precision (prec. after R
 Query 126: 0.4758                  (=num_rel) docs. retrieved):
 Query 127: 0.8864                      Exact:        0.4683
 Query 128: 0.2852                                                                                    0.0
 Query 129: 0.7183
 Query 130: 0.6740
 Query 131: 0.5366
 Query 132: 0.4720
 Query 133: 0.6386
                                                                    Difference (average precision)




 Query 134: 0.6573                                                                                   −0.5
 Query 135: 0.3388
 Query 136: 1.0000
 Query 137: 0.0019
 Query 138: 0.7679
 Query 139: 0.3312                                                                                   −1.0
 Query 140: 0.0716                                                                                          91   100       110              120        130   140

                                                                                                                                 Topic number
Univ. of Ca. at Berkeley 1, Bilingual French to German, Auto, TD                                                          Run BKBIFG2
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.4342                   Total number of documents
 Query 92: 0.2700                   over all queries
 Query 93: 0.8806                       Retrieved:    50000                                          0.8
 Query 94: 0.4649                       Relevant:      1938
 Query 95: 0.1893                       Rel_ret:       1760
 Query 96: 0.5772
 Query 97: 0.3412                   Interpolated Recall -
                                                                                                     0.6
 Query 98: 0.6223                   Precision Averages:
 Query 99: 0.5146                       at 0.00       0.8122
 Query 100: 0.5488                      at 0.10       0.6959




                                                                    Precision
 Query 101: 0.7378                      at 0.20       0.6219
 Query 102: 0.4018                      at 0.30       0.5565                                         0.4
 Query 103: 0.5301                      at 0.40       0.5174
 Query 104: 0.1771                      at 0.50       0.4596
 Query 105: 0.6681                      at 0.60       0.4226
 Query 106: 0.0730                      at 0.70       0.3637                                         0.2
 Query 107: 0.1338                      at 0.80       0.3010
 Query 108: 0.4459                      at 0.90       0.2191
 Query 109: 0.0202                      at 1.00       0.1256
 Query 110: 0.6194
                                                                                                     0.0
 Query 111: 0.2807                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.6168                  for all rel. documents
 Query 113: 0.0279                                    0.4448                                                                       Recall
 Query 114: 0.4330                  Precision:
 Query 115: 0.4120                    At    5 docs:   0.5760                                                              Run BKBIFG2
 Query 116: 0.6823                    At   10 docs:   0.5500                                                           Comparison to median by topic
 Query 117: 0.6471                    At   15 docs:   0.5013
                                                                                                     +1.0
 Query 118: 0.0870                    At   20 docs:   0.4760
 Query 119: 0.8477                    At   30 docs:   0.4253
 Query 120: 0.0355                    At 100 docs:    0.2346
 Query 121: 0.3687                    At 200 docs:    0.1436
 Query 122: 0.1992                    At 500 docs:    0.0669
 Query 123: 0.8929                    At 1000 docs:   0.0352                                         +0.5
 Query 124: 0.4557
 Query 125: 0.5511                  R-Precision (prec. after R
 Query 126: 0.0438                  (=num_rel) docs. retrieved):
 Query 127: 0.8913                      Exact:        0.4382
 Query 128: 0.1776                                                                                    0.0
 Query 129: 0.6855
 Query 130: 0.5824
 Query 131: 0.5514
 Query 132: 0.5506
 Query 133: 0.5993
                                                                    Difference (average precision)




 Query 134: 0.5612                                                                                   −0.5
 Query 135: 0.2472
 Query 136: 1.0000
 Query 137: 0.0000
 Query 138: 0.7024
 Query 139: 0.4059                                                                                   −1.0
 Query 140: 0.0516                                                                                          91   100       110              120        130   140

                                                                                                                                 Topic number
Univ. of Ca. at Berkeley 1, Bilingual Russian to German, Auto, TDN                                                         Run BKBIRG1
 Average precision                  Overall statistics                                                                    Recall−Precision Values
 (individual queries):              (for 50 queries):                                                  1.0

 Query 91: 0.2043                   Total number of documents
 Query 92: 0.2434                   over all queries
 Query 93: 0.8388                       Retrieved:    50000                                           0.8
 Query 94: 0.0198                       Relevant:      1938
 Query 95: 0.1652                       Rel_ret:       1351
 Query 96: 0.4131
 Query 97: 0.7095                   Interpolated Recall -
                                                                                                      0.6
 Query 98: 0.5794                   Precision Averages:
 Query 99: 0.0036                       at 0.00       0.5638
 Query 100: 0.5963                      at 0.10       0.5055




                                                                     Precision
 Query 101: 0.4726                      at 0.20       0.4565
 Query 102: 0.4051                      at 0.30       0.4141                                          0.4
 Query 103: 0.2644                      at 0.40       0.3761
 Query 104: 0.0916                      at 0.50       0.3408
 Query 105: 0.5339                      at 0.60       0.3122
 Query 106: 0.0968                      at 0.70       0.2687                                          0.2
 Query 107: 0.0206                      at 0.80       0.2253
 Query 108: 0.0000                      at 0.90       0.1659
 Query 109: 0.3397                      at 1.00       0.0927
 Query 110: 0.6614
                                                                                                      0.0
 Query 111: 0.0726                  Avg. prec. (non-interpolated)                                       0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.5901                  for all rel. documents
 Query 113: 0.0002                                    0.3254                                                                        Recall
 Query 114: 0.5178                  Precision:
 Query 115: 0.3109                    At    5 docs:   0.4200                                                               Run BKBIRG1
 Query 116: 0.0169                    At   10 docs:   0.3900                                                            Comparison to median by topic
 Query 117: 0.3035                    At   15 docs:   0.3760
                                                                                                      +1.0
 Query 118: 0.0059                    At   20 docs:   0.3550
 Query 119: 0.8707                    At   30 docs:   0.3147
 Query 120: 0.0188                    At 100 docs:    0.1732
 Query 121: 0.1682                    At 200 docs:    0.1029
 Query 122: 0.0195                    At 500 docs:    0.0492
 Query 123: 1.0000                    At 1000 docs:   0.0270                                          +0.5
 Query 124: 0.0202
 Query 125: 0.6788                  R-Precision (prec. after R
 Query 126: 0.4062                  (=num_rel) docs. retrieved):
 Query 127: 0.0077                      Exact:        0.3373
 Query 128: 0.0076                                                                                     0.0
 Query 129: 0.5968
 Query 130: 0.5862
 Query 131: 0.7779
 Query 132: 0.7904
 Query 133: 0.0210
                                                                     Difference (average precision)




 Query 134: 0.2952                                                                                    −0.5
 Query 135: 0.4585
 Query 136: 0.0000
 Query 137: 0.0175
 Query 138: 0.8404
 Query 139: 0.2110                                                                                    −1.0
 Query 140: 0.0020                                                                                           91   100       110              120        130   140

                                                                                                                                  Topic number
Univ. of Ca. at Berkeley 1, Bilingual Russian to German, Auto, TD                                                         Run BKBIRG2
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.0437                   Total number of documents
 Query 92: 0.2413                   over all queries
 Query 93: 0.0000                       Retrieved:    50000                                          0.8
 Query 94: 0.3738                       Relevant:      1938
 Query 95: 0.1350                       Rel_ret:       1260
 Query 96: 0.4492
 Query 97: 0.1571                   Interpolated Recall -
                                                                                                     0.6
 Query 98: 0.1927                   Precision Averages:
 Query 99: 0.0113                       at 0.00       0.5051
 Query 100: 0.7601                      at 0.10       0.4029




                                                                    Precision
 Query 101: 0.7216                      at 0.20       0.3779
 Query 102: 0.1371                      at 0.30       0.3417                                         0.4
 Query 103: 0.2290                      at 0.40       0.3202
 Query 104: 0.0471                      at 0.50       0.2923
 Query 105: 0.5826                      at 0.60       0.2685
 Query 106: 0.1290                      at 0.70       0.2375                                         0.2
 Query 107: 0.0186                      at 0.80       0.1906
 Query 108: 0.0000                      at 0.90       0.1366
 Query 109: 0.0056                      at 1.00       0.0720
 Query 110: 0.6535
                                                                                                     0.0
 Query 111: 0.0010                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.6051                  for all rel. documents
 Query 113: 0.0001                                    0.2691                                                                       Recall
 Query 114: 0.5273                  Precision:
 Query 115: 0.2368                    At    5 docs:   0.3440                                                              Run BKBIRG2
 Query 116: 0.0000                    At   10 docs:   0.3260                                                           Comparison to median by topic
 Query 117: 0.3834                    At   15 docs:   0.3147
                                                                                                     +1.0
 Query 118: 0.0422                    At   20 docs:   0.2970
 Query 119: 0.8734                    At   30 docs:   0.2707
 Query 120: 0.0494                    At 100 docs:    0.1530
 Query 121: 0.0387                    At 200 docs:    0.0938
 Query 122: 0.0557                    At 500 docs:    0.0453
 Query 123: 0.9571                    At 1000 docs:   0.0252                                         +0.5
 Query 124: 0.0279
 Query 125: 0.6069                  R-Precision (prec. after R
 Query 126: 0.0435                  (=num_rel) docs. retrieved):
 Query 127: 0.0010                      Exact:        0.2694
 Query 128: 0.0092                                                                                    0.0
 Query 129: 0.7132
 Query 130: 0.5686
 Query 131: 0.6080
 Query 132: 0.7724
 Query 133: 0.0004
                                                                    Difference (average precision)




 Query 134: 0.0632                                                                                   −0.5
 Query 135: 0.2393
 Query 136: 0.0000
 Query 137: 0.0256
 Query 138: 0.8607
 Query 139: 0.2438                                                                                   −1.0
 Query 140: 0.0148                                                                                          91   100       110              120        130   140

                                                                                                                                 Topic number
Univ. of Ca. at Berkeley 2, Bilingual English to German, Auto, TD                                                        Run bky2biende
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.3511                   Total number of documents
 Query 92: 0.2645                   over all queries
 Query 93: 0.7878                       Retrieved:    50000
                                                                                                     0.8
 Query 94: 0.8560                       Relevant:      1938
 Query 95: 0.1395                       Rel_ret:       1765
 Query 96: 0.3860
 Query 97: 0.3596                   Interpolated Recall -
 Query 98: 0.4532                   Precision Averages:                                              0.6
 Query 99: 0.1020                       at 0.00       0.7487
 Query 100: 0.6470                      at 0.10       0.6513
 Query 101: 0.8043                      at 0.20       0.5910




                                                                    Precision
 Query 102: 0.4788                      at 0.30       0.5558                                         0.4
 Query 103: 0.6446                      at 0.40       0.5242
 Query 104: 0.0699                      at 0.50       0.4838
 Query 105: 0.5463                      at 0.60       0.4420
 Query 106: 0.1507                      at 0.70       0.3967                                         0.2
 Query 107: 0.1390                      at 0.80       0.3322
 Query 108: 0.4004                      at 0.90       0.2436
 Query 109: 0.3063                      at 1.00       0.1564
 Query 110: 0.6593
                                                                                                     0.0
 Query 111: 0.1033                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.8480                  for all rel. documents
 Query 113: 0.0415                                    0.4479                                                                       Recall
 Query 114: 0.3269                  Precision:
 Query 115: 0.5522                    At    5 docs:   0.5760                                                              Run bky2biende
 Query 116: 0.6110                    At   10 docs:   0.5080
 Query 117: 0.5818                    At   15 docs:   0.4733                                                           Comparison to median by topic
 Query 118: 0.0293                    At   20 docs:   0.4480                                         +1.0
 Query 119: 0.8017                    At   30 docs:   0.4113
 Query 120: 0.1047                    At 100 docs:    0.2284
 Query 121: 0.3167                    At 200 docs:    0.1403
 Query 122: 0.2874                    At 500 docs:    0.0659
 Query 123: 0.9821                    At 1000 docs:   0.0353                                         +0.5
 Query 124: 0.0268
 Query 125: 0.3773                  R-Precision (prec. after R
 Query 126: 0.3028                  (=num_rel) docs. retrieved):
 Query 127: 0.9000                      Exact:        0.4360
 Query 128: 0.0537                                                                                    0.0
 Query 129: 0.6375
 Query 130: 0.4588
 Query 131: 0.5136
 Query 132: 0.7530
 Query 133: 0.4399
                                                                    Difference (average precision)




 Query 134: 0.8095                                                                                   −0.5
 Query 135: 0.4596
 Query 136: 1.0000
 Query 137: 0.5000
 Query 138: 0.5579
 Query 139: 0.2713                                                                                   −1.0
 Query 140: 0.1990                                                                                          91   100       110              120        130   140

                                                                                                                                 Topic number
Univ. of Ca. at Berkeley 2, Bilingual French to German, Auto, TD                                                         Run bky2bifrde
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.4163                   Total number of documents
 Query 92: 0.2622                   over all queries
 Query 93: 0.7767                       Retrieved:    50000
                                                                                                     0.8
 Query 94: 0.9697                       Relevant:      1938
 Query 95: 0.0005                       Rel_ret:       1609
 Query 96: 0.3048
 Query 97: 0.5069                   Interpolated Recall -
 Query 98: 0.5592                   Precision Averages:                                              0.6
 Query 99: 0.6327                       at 0.00       0.7835
 Query 100: 0.6461                      at 0.10       0.6801
 Query 101: 0.8186                      at 0.20       0.6484




                                                                    Precision
 Query 102: 0.1861                      at 0.30       0.6017                                         0.4
 Query 103: 0.6437                      at 0.40       0.5609
 Query 104: 0.1624                      at 0.50       0.5150
 Query 105: 0.6365                      at 0.60       0.4756
 Query 106: 0.0746                      at 0.70       0.4195                                         0.2
 Query 107: 0.2412                      at 0.80       0.3491
 Query 108: 0.4238                      at 0.90       0.2481
 Query 109: 0.7795                      at 1.00       0.1455
 Query 110: 0.6641
                                                                                                     0.0
 Query 111: 0.0120                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.9006                  for all rel. documents
 Query 113: 0.2640                                    0.4759                                                                       Recall
 Query 114: 0.3258                  Precision:
 Query 115: 0.5461                    At    5 docs:   0.5960                                                              Run bky2bifrde
 Query 116: 0.6484                    At   10 docs:   0.5380
 Query 117: 0.4611                    At   15 docs:   0.5133                                                           Comparison to median by topic
 Query 118: 0.2521                    At   20 docs:   0.4780                                         +1.0
 Query 119: 0.8801                    At   30 docs:   0.4227
 Query 120: 0.0398                    At 100 docs:    0.2344
 Query 121: 0.2921                    At 200 docs:    0.1373
 Query 122: 0.1589                    At 500 docs:    0.0615
 Query 123: 0.9683                    At 1000 docs:   0.0322                                         +0.5
 Query 124: 0.5115
 Query 125: 0.3781                  R-Precision (prec. after R
 Query 126: 0.2715                  (=num_rel) docs. retrieved):
 Query 127: 0.8632                      Exact:        0.4790
 Query 128: 0.0863                                                                                    0.0
 Query 129: 0.5714
 Query 130: 0.5089
 Query 131: 0.4508
 Query 132: 0.6958
 Query 133: 0.4032
                                                                    Difference (average precision)




 Query 134: 0.7476                                                                                   −0.5
 Query 135: 0.1141
 Query 136: 0.8260
 Query 137: 1.0000
 Query 138: 0.5534
 Query 139: 0.3531                                                                                   −1.0
 Query 140: 0.0035                                                                                          91   100       110              120        130   140

                                                                                                                                 Topic number
University of Amsterdam, Bilingual English to German, Auto, TD                                                         Run UAmsC02EnGeNGram
 Average precision                  Overall statistics                                                                      Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.0467                   Total number of documents
 Query 92: 0.0138                   over all queries
 Query 93: 0.7325                       Retrieved:    50000                                          0.8
 Query 94: 0.0399                       Relevant:      1938
 Query 95: 0.0459                       Rel_ret:       1101
 Query 96: 0.0063
 Query 97: 0.0112                   Interpolated Recall -
                                                                                                     0.6
 Query 98: 0.2719                   Precision Averages:
 Query 99: 0.0491                       at 0.00       0.5255
 Query 100: 0.7077                      at 0.10       0.4665




                                                                    Precision
 Query 101: 0.3842                      at 0.20       0.3834
 Query 102: 0.3895                      at 0.30       0.3316                                         0.4
 Query 103: 0.5712                      at 0.40       0.2936
 Query 104: 0.4064                      at 0.50       0.2674
 Query 105: 0.4013                      at 0.60       0.2327
 Query 106: 0.1032                      at 0.70       0.1997                                         0.2
 Query 107: 0.1805                      at 0.80       0.1604
 Query 108: 0.0016                      at 0.90       0.0969
 Query 109: 0.2205                      at 1.00       0.0537
 Query 110: 0.6789
                                                                                                     0.0
 Query 111: 0.0258                  Avg. prec. (non-interpolated)                                      0.0       0.2          0.4              0.6        0.8   1.0
 Query 112: 0.1124                  for all rel. documents
 Query 113: 0.0000                                    0.2614                                                                          Recall
 Query 114: 0.4032                  Precision:
 Query 115: 0.2823                    At    5 docs:   0.3960                                                           Run UAmsC02EnGeNGram
 Query 116: 0.8573                    At   10 docs:   0.3440                                                              Comparison to median by topic
 Query 117: 0.1110                    At   15 docs:   0.3133
                                                                                                     +1.0
 Query 118: 0.0392                    At   20 docs:   0.2970
 Query 119: 0.7923                    At   30 docs:   0.2573
 Query 120: 0.0184                    At 100 docs:    0.1380
 Query 121: 0.3936                    At 200 docs:    0.0841
 Query 122: 0.1076                    At 500 docs:    0.0405
 Query 123: 0.9821                    At 1000 docs:   0.0220                                         +0.5
 Query 124: 0.0022
 Query 125: 0.0052                  R-Precision (prec. after R
 Query 126: 0.0013                  (=num_rel) docs. retrieved):
 Query 127: 0.0040                      Exact:        0.2696
 Query 128: 0.0095                                                                                    0.0
 Query 129: 0.4648
 Query 130: 0.6954
 Query 131: 0.1501
 Query 132: 0.8325
 Query 133: 0.0311
                                                                    Difference (average precision)




 Query 134: 0.7917                                                                                   −0.5
 Query 135: 0.0294
 Query 136: 0.0077
 Query 137: 0.0000
 Query 138: 0.0198
 Query 139: 0.1093                                                                                   −1.0
 Query 140: 0.5262                                                                                          91   100          110              120        130   140

                                                                                                                                    Topic number
Univ. Jaen/SINAI, Bilingual English to German, Auto, TD                                                                   Run UJABIDE
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.0417                   Total number of documents
 Query 92: 0.2601                   over all queries
 Query 93: 0.6380                       Retrieved:    50000                                          0.8
 Query 94: 0.0580                       Relevant:      1938
 Query 95: 0.2442                       Rel_ret:       1293
 Query 96: 0.0517
 Query 97: 0.0584                   Interpolated Recall -                                            0.6
 Query 98: 0.3230                   Precision Averages:
 Query 99: 0.3035                       at 0.00       0.6445
 Query 100: 0.7005                      at 0.10       0.4962




                                                                    Precision
 Query 101: 0.0123                      at 0.20       0.4172
 Query 102: 0.4218                      at 0.30       0.3735                                         0.4
 Query 103: 0.1915                      at 0.40       0.3194
 Query 104: 0.0463                      at 0.50       0.2785
 Query 105: 0.4886                      at 0.60       0.2364
 Query 106: 0.0673                      at 0.70       0.1802                                         0.2
 Query 107: 0.1341                      at 0.80       0.1176
 Query 108: 0.0298                      at 0.90       0.0792
 Query 109: 0.0118                      at 1.00       0.0599
 Query 110: 0.5320                                                                                   0.0
 Query 111: 0.0482                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.8117                  for all rel. documents
 Query 113: 0.0002                                    0.2747                                                                       Recall
 Query 114: 0.0349                  Precision:
 Query 115: 0.2424                    At    5 docs:   0.4360                                                              Run UJABIDE
 Query 116: 0.7853                    At   10 docs:   0.3980                                                           Comparison to median by topic
 Query 117: 0.1986                    At   15 docs:   0.3560                                         +1.0
 Query 118: 0.0094                    At   20 docs:   0.3220
 Query 119: 0.5859                    At   30 docs:   0.2833
 Query 120: 0.0555                    At 100 docs:    0.1382
 Query 121: 0.4389                    At 200 docs:    0.0860
 Query 122: 0.1823                    At 500 docs:    0.0444
 Query 123: 0.9683                    At 1000 docs:   0.0259                                         +0.5
 Query 124: 0.1445
 Query 125: 0.1185                  R-Precision (prec. after R
 Query 126: 0.3724                  (=num_rel) docs. retrieved):
 Query 127: 0.2728                      Exact:        0.3077
 Query 128: 0.0069                                                                                    0.0
 Query 129: 0.3641
 Query 130: 0.3380
 Query 131: 0.1672
 Query 132: 0.6403
 Query 133: 0.0051
                                                                    Difference (average precision)




 Query 134: 0.6429                                                                                   −0.5
 Query 135: 0.0397
 Query 136: 1.0000
 Query 137: 0.0333
 Query 138: 0.3837
 Query 139: 0.1715                                                                                   −1.0
 Query 140: 0.0594                                                                                          91   100       110              120        130   140

                                                                                                                                 Topic number
Université de Neuchâtel, Bilingual English to German, Auto, TD                                                           Run UniNEdeBi
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.1583                   Total number of documents
 Query 92: 0.2413                   over all queries
 Query 93: 0.8835                       Retrieved:    50000                                          0.8
 Query 94: 0.5447                       Relevant:      1938
 Query 95: 0.2085                       Rel_ret:       1657
 Query 96: 0.6349
 Query 97: 0.2341                   Interpolated Recall -
                                                                                                     0.6
 Query 98: 0.6372                   Precision Averages:
 Query 99: 0.1271                       at 0.00       0.7468
 Query 100: 0.8596                      at 0.10       0.6543




                                                                    Precision
 Query 101: 0.7569                      at 0.20       0.5651
 Query 102: 0.3698                      at 0.30       0.5213                                         0.4
 Query 103: 0.5574                      at 0.40       0.4612
 Query 104: 0.0793                      at 0.50       0.4201
 Query 105: 0.6411                      at 0.60       0.3813
 Query 106: 0.0670                      at 0.70       0.3297                                         0.2
 Query 107: 0.0549                      at 0.80       0.2711
 Query 108: 0.3678                      at 0.90       0.1976
 Query 109: 0.4193                      at 1.00       0.1243
 Query 110: 0.6142                                                                                   0.0
 Query 111: 0.1387                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.8469                  for all rel. documents
 Query 113: 0.0004                                    0.4129                                                                       Recall
 Query 114: 0.2829                  Precision:
 Query 115: 0.1109                    At    5 docs:   0.5480                                                              Run UniNEdeBi
 Query 116: 0.7845                    At   10 docs:   0.5060                                                           Comparison to median by topic
 Query 117: 0.2983                    At   15 docs:   0.4747
                                                                                                     +1.0
 Query 118: 0.0122                    At   20 docs:   0.4470
 Query 119: 0.7094                    At   30 docs:   0.3887
 Query 120: 0.0402                    At 100 docs:    0.2010
 Query 121: 0.4116                    At 200 docs:    0.1278
 Query 122: 0.1501                    At 500 docs:    0.0611
 Query 123: 1.0000                    At 1000 docs:   0.0331                                         +0.5
 Query 124: 0.3833
 Query 125: 0.5633                  R-Precision (prec. after R
 Query 126: 0.2532                  (=num_rel) docs. retrieved):
 Query 127: 0.8841                      Exact:        0.4128
 Query 128: 0.1036                                                                                    0.0
 Query 129: 0.5586
 Query 130: 0.0000
 Query 131: 0.0000
 Query 132: 0.8445
 Query 133: 0.4005
                                                                    Difference (average precision)




 Query 134: 0.9071                                                                                   −0.5
 Query 135: 0.4629
 Query 136: 1.0000
 Query 137: 0.0476
 Query 138: 0.5441
 Query 139: 0.2250                                                                                   −1.0
 Query 140: 0.2223                                                                                          91   100       110              120        130   140

                                                                                                                                 Topic number
Université de Neuchâtel, Bilingual English to German, Auto, TD                                                          Run UniNEdeBi2
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.1155                   Total number of documents
 Query 92: 0.2361                   over all queries
 Query 93: 0.8830                       Retrieved:    50000                                          0.8
 Query 94: 0.5230                       Relevant:      1938
 Query 95: 0.1743                       Rel_ret:       1655
 Query 96: 0.6429
 Query 97: 0.1560                   Interpolated Recall -
                                                                                                     0.6
 Query 98: 0.6176                   Precision Averages:
 Query 99: 0.1361                       at 0.00       0.7070
 Query 100: 0.8618                      at 0.10       0.6276




                                                                    Precision
 Query 101: 0.7426                      at 0.20       0.5609
 Query 102: 0.3533                      at 0.30       0.5202                                         0.4
 Query 103: 0.5319                      at 0.40       0.4602
 Query 104: 0.0700                      at 0.50       0.4158
 Query 105: 0.6105                      at 0.60       0.3743
 Query 106: 0.0664                      at 0.70       0.3216                                         0.2
 Query 107: 0.0559                      at 0.80       0.2595
 Query 108: 0.3786                      at 0.90       0.1867
 Query 109: 0.4075                      at 1.00       0.1171
 Query 110: 0.6184                                                                                   0.0
 Query 111: 0.0745                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.8430                  for all rel. documents
 Query 113: 0.0008                                    0.4042                                                                       Recall
 Query 114: 0.2970                  Precision:
 Query 115: 0.0644                    At    5 docs:   0.5360                                                             Run UniNEdeBi2
 Query 116: 0.8082                    At   10 docs:   0.4920                                                           Comparison to median by topic
 Query 117: 0.3098                    At   15 docs:   0.4667
                                                                                                     +1.0
 Query 118: 0.0155                    At   20 docs:   0.4370
 Query 119: 0.7095                    At   30 docs:   0.3847
 Query 120: 0.0487                    At 100 docs:    0.2058
 Query 121: 0.4060                    At 200 docs:    0.1262
 Query 122: 0.1674                    At 500 docs:    0.0613
 Query 123: 1.0000                    At 1000 docs:   0.0331                                         +0.5
 Query 124: 0.4051
 Query 125: 0.5668                  R-Precision (prec. after R
 Query 126: 0.1808                  (=num_rel) docs. retrieved):
 Query 127: 0.8497                      Exact:        0.4115
 Query 128: 0.1609                                                                                    0.0
 Query 129: 0.5386
 Query 130: 0.0000
 Query 131: 0.0001
 Query 132: 0.8397
 Query 133: 0.4193
                                                                    Difference (average precision)




 Query 134: 0.8661                                                                                   −0.5
 Query 135: 0.4819
 Query 136: 1.0000
 Query 137: 0.0172
 Query 138: 0.4809
 Query 139: 0.2213                                                                                   −1.0
 Query 140: 0.2556                                                                                          91   100       110              120        130   140

                                                                                                                                 Topic number
JHU/APL, Bilingual Portuguese to English, Auto, TD                                                                        Run aplbiptena
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 42 queries):                                                 1.0

 Query 91: 0.5864                   Total number of documents
 Query 92: 0.8273                   over all queries
 Query 94: 0.8947                       Retrieved:    42000                                          0.8
 Query 95: 0.6089                       Relevant:       821
 Query 97: 1.0000                       Rel_ret:        753
 Query 98: 0.0104
 Query 99: 0.1128                   Interpolated Recall -
 Query 100: 0.5266                  Precision Averages:                                              0.6
 Query 102: 0.6535                      at 0.00       0.6578
 Query 103: 0.6113                      at 0.10       0.6265
 Query 104: 0.6630                      at 0.20       0.5801




                                                                    Precision
 Query 105: 0.6402                      at 0.30       0.5338                                         0.4
 Query 106: 0.1329                      at 0.40       0.5034
 Query 107: 0.6363                      at 0.50       0.4615
 Query 108: 0.4538                      at 0.60       0.3866
 Query 109: 0.0416                      at 0.70       0.3401                                         0.2
 Query 111: 0.0136                      at 0.80       0.2690
 Query 112: 0.5091                      at 0.90       0.2189
 Query 113: 0.1375                      at 1.00       0.1512
 Query 114: 0.5058
                                                                                                     0.0
 Query 115: 0.1309                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 116: 0.4217                  for all rel. documents
 Query 119: 0.8829                                    0.4158                                                                       Recall
 Query 120: 0.3669                  Precision:
 Query 121: 0.6639                    At    5 docs:   0.4857                                                              Run aplbiptena
 Query 122: 0.2152                    At   10 docs:   0.4214
 Query 123: 0.4710                    At   15 docs:   0.3587                                                           Comparison to median by topic
 Query 124: 0.2846                    At   20 docs:   0.3226                                         +1.0
 Query 125: 0.8875                    At   30 docs:   0.2794
 Query 126: 0.0000                    At 100 docs:    0.1331
 Query 128: 0.0040                    At 200 docs:    0.0768
 Query 129: 0.0369                    At 500 docs:    0.0342
 Query 130: 0.5850                    At 1000 docs:   0.0179                                         +0.5
 Query 131: 0.7474
 Query 133: 0.3346                  R-Precision (prec. after R
 Query 134: 0.7500                  (=num_rel) docs. retrieved):
 Query 135: 0.2324                      Exact:        0.3949
 Query 136: 0.1000                                                                                    0.0
 Query 137: 0.0033
 Query 138: 0.7214
 Query 139: 0.0369
 Query 140: 0.0204
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            91   100       110              120        130   140

                                                                                                                                 Topic number
Clairvoyance Corp., Bilingual Chinese to English, Auto, TD                                                                Run clch2enc1
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 42 queries):                                                 1.0

 Query 91: 0.0005                   Total number of documents
 Query 92: 0.7954                   over all queries
 Query 94: 0.0268                       Retrieved:    42000                                          0.8
 Query 95: 0.5068                       Relevant:       821
 Query 97: 0.0270                       Rel_ret:        646
 Query 98: 0.0000
 Query 99: 0.0098                   Interpolated Recall -
                                                                                                     0.6
 Query 100: 0.1946                  Precision Averages:
 Query 102: 0.0040                      at 0.00       0.3676
 Query 103: 0.0067                      at 0.10       0.3122




                                                                    Precision
 Query 104: 0.2207                      at 0.20       0.2893
 Query 105: 0.0056                      at 0.30       0.2225                                         0.4
 Query 106: 0.0134                      at 0.40       0.1940
 Query 107: 0.0000                      at 0.50       0.1745
 Query 108: 0.4399                      at 0.60       0.1546
 Query 109: 0.3324                      at 0.70       0.1404                                         0.2
 Query 111: 0.0206                      at 0.80       0.0998
 Query 112: 0.4056                      at 0.90       0.0736
 Query 113: 0.1166                      at 1.00       0.0388
 Query 114: 0.5273
                                                                                                     0.0
 Query 115: 0.3620                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 116: 0.0365                  for all rel. documents
 Query 119: 0.8813                                    0.1772                                                                       Recall
 Query 120: 0.0284                  Precision:
 Query 121: 0.0000                    At    5 docs:   0.2190                                                               Run clch2enc1
 Query 122: 0.1163                    At   10 docs:   0.1952                                                           Comparison to median by topic
 Query 123: 0.1054                    At   15 docs:   0.1762
                                                                                                     +1.0
 Query 124: 0.1186                    At   20 docs:   0.1726
 Query 125: 0.0135                    At   30 docs:   0.1500
 Query 126: 0.0307                    At 100 docs:    0.0902
 Query 128: 0.0110                    At 200 docs:    0.0564
 Query 129: 0.0070                    At 500 docs:    0.0283
 Query 130: 0.2780                    At 1000 docs:   0.0154                                         +0.5
 Query 131: 0.2269
 Query 133: 0.4847                  R-Precision (prec. after R
 Query 134: 0.4333                  (=num_rel) docs. retrieved):
 Query 135: 0.3950                      Exact:        0.1712
 Query 136: 0.0526                                                                                    0.0
 Query 137: 0.0000
 Query 138: 0.0215
 Query 139: 0.0333
 Query 140: 0.1518
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            91   100       110              120        130   140

                                                                                                                                 Topic number
Clairvoyance Corp., Bilingual Chinese to English, Auto, TD                                                                Run clch2ent1
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 42 queries):                                                 1.0

 Query 91: 0.0186                   Total number of documents
 Query 92: 0.7549                   over all queries
 Query 94: 0.0212                       Retrieved:    42000                                          0.8
 Query 95: 0.4471                       Relevant:       821
 Query 97: 0.0182                       Rel_ret:        558
 Query 98: 0.0000
 Query 99: 0.0043                   Interpolated Recall -
                                                                                                     0.6
 Query 100: 0.0866                  Precision Averages:
 Query 102: 0.0026                      at 0.00       0.2302
 Query 103: 0.0062                      at 0.10       0.2022




                                                                    Precision
 Query 104: 0.2935                      at 0.20       0.1882
 Query 105: 0.0007                      at 0.30       0.1744                                         0.4
 Query 106: 0.0317                      at 0.40       0.1612
 Query 107: 0.0000                      at 0.50       0.1490
 Query 108: 0.4348                      at 0.60       0.1187
 Query 109: 0.0515                      at 0.70       0.1070                                         0.2
 Query 111: 0.0005                      at 0.80       0.0772
 Query 112: 0.0052                      at 0.90       0.0603
 Query 113: 0.0137                      at 1.00       0.0381
 Query 114: 0.7255
                                                                                                     0.0
 Query 115: 0.1165                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 116: 0.0225                  for all rel. documents
 Query 119: 0.6832                                    0.1322                                                                       Recall
 Query 120: 0.0008                  Precision:
 Query 121: 0.0000                    At    5 docs:   0.1429                                                               Run clch2ent1
 Query 122: 0.0935                    At   10 docs:   0.1262                                                           Comparison to median by topic
 Query 123: 0.0050                    At   15 docs:   0.1095
                                                                                                     +1.0
 Query 124: 0.0017                    At   20 docs:   0.1107
 Query 125: 0.0542                    At   30 docs:   0.1032
 Query 126: 0.1394                    At 100 docs:    0.0693
 Query 128: 0.0002                    At 200 docs:    0.0464
 Query 129: 0.0615                    At 500 docs:    0.0240
 Query 130: 0.4957                    At 1000 docs:   0.0133                                         +0.5
 Query 131: 0.0248
 Query 133: 0.0976                  R-Precision (prec. after R
 Query 134: 0.6500                  (=num_rel) docs. retrieved):
 Query 135: 0.0527                      Exact:        0.1262
 Query 136: 0.0588                                                                                    0.0
 Query 137: 0.0000
 Query 138: 0.0083
 Query 139: 0.0271
 Query 140: 0.0434
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            91   100       110              120        130   140

                                                                                                                                 Topic number
Clairvoyance Corp., Bilingual Chinese to English, Auto, TD                                                                Run clch2ent2
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 42 queries):                                                 1.0

 Query 91: 0.0007                   Total number of documents
 Query 92: 0.7979                   over all queries
 Query 94: 0.0414                       Retrieved:    42000                                          0.8
 Query 95: 0.4512                       Relevant:       821
 Query 97: 0.0112                       Rel_ret:        655
 Query 98: 0.0000
 Query 99: 0.0013                   Interpolated Recall -
                                                                                                     0.6
 Query 100: 0.1060                  Precision Averages:
 Query 102: 0.0590                      at 0.00       0.3579
 Query 103: 0.0066                      at 0.10       0.2962




                                                                    Precision
 Query 104: 0.1857                      at 0.20       0.2747
 Query 105: 0.5113                      at 0.30       0.2531                                         0.4
 Query 106: 0.0023                      at 0.40       0.2350
 Query 107: 0.0089                      at 0.50       0.2129
 Query 108: 0.4435                      at 0.60       0.1743
 Query 109: 0.1954                      at 0.70       0.1541                                         0.2
 Query 111: 0.0005                      at 0.80       0.1172
 Query 112: 0.2851                      at 0.90       0.0860
 Query 113: 0.0013                      at 1.00       0.0509
 Query 114: 0.6109
                                                                                                     0.0
 Query 115: 0.0210                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 116: 0.0202                  for all rel. documents
 Query 119: 0.8643                                    0.1936                                                                       Recall
 Query 120: 0.0001                  Precision:
 Query 121: 0.2021                    At    5 docs:   0.2333                                                               Run clch2ent2
 Query 122: 0.0333                    At   10 docs:   0.2310                                                           Comparison to median by topic
 Query 123: 0.0840                    At   15 docs:   0.2111
                                                                                                     +1.0
 Query 124: 0.0648                    At   20 docs:   0.1988
 Query 125: 0.0019                    At   30 docs:   0.1833
 Query 126: 0.0000                    At 100 docs:    0.1021
 Query 128: 0.0108                    At 200 docs:    0.0614
 Query 129: 0.2652                    At 500 docs:    0.0293
 Query 130: 0.6047                    At 1000 docs:   0.0156                                         +0.5
 Query 131: 0.6605
 Query 133: 0.0026                  R-Precision (prec. after R
 Query 134: 0.2808                  (=num_rel) docs. retrieved):
 Query 135: 0.0000                      Exact:        0.1853
 Query 136: 0.0833                                                                                    0.0
 Query 137: 0.0000
 Query 138: 0.6794
 Query 139: 0.0006
 Query 140: 0.5303
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            91   100       110              120        130   140

                                                                                                                                 Topic number
Clairvoyance Corp., Bilingual Chinese to English, Auto, TD                                                                Run clch2enw
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 42 queries):                                                 1.0

 Query 91: 0.0005                   Total number of documents
 Query 92: 0.7729                   over all queries
 Query 94: 0.0046                       Retrieved:    42000                                          0.8
 Query 95: 0.5273                       Relevant:       821
 Query 97: 0.0278                       Rel_ret:        574
 Query 98: 0.0000
 Query 99: 0.0110                   Interpolated Recall -
                                                                                                     0.6
 Query 100: 0.2019                  Precision Averages:
 Query 102: 0.0050                      at 0.00       0.3198
 Query 103: 0.0426                      at 0.10       0.2631




                                                                    Precision
 Query 104: 0.2667                      at 0.20       0.2072
 Query 105: 0.0096                      at 0.30       0.1779                                         0.4
 Query 106: 0.0133                      at 0.40       0.1615
 Query 107: 0.0000                      at 0.50       0.1453
 Query 108: 0.4364                      at 0.60       0.1177
 Query 109: 0.3408                      at 0.70       0.1061                                         0.2
 Query 111: 0.0186                      at 0.80       0.0872
 Query 112: 0.3719                      at 0.90       0.0655
 Query 113: 0.1659                      at 1.00       0.0376
 Query 114: 0.2906
                                                                                                     0.0
 Query 115: 0.3715                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 116: 0.0373                  for all rel. documents
 Query 119: 0.8823                                    0.1430                                                                       Recall
 Query 120: 0.0161                  Precision:
 Query 121: 0.0001                    At    5 docs:   0.1714                                                               Run clch2enw
 Query 122: 0.0803                    At   10 docs:   0.1619                                                           Comparison to median by topic
 Query 123: 0.0543                    At   15 docs:   0.1476
                                                                                                     +1.0
 Query 124: 0.0735                    At   20 docs:   0.1464
 Query 125: 0.0015                    At   30 docs:   0.1389
 Query 126: 0.0000                    At 100 docs:    0.0764
 Query 128: 0.0062                    At 200 docs:    0.0500
 Query 129: 0.0000                    At 500 docs:    0.0252
 Query 130: 0.2500                    At 1000 docs:   0.0137                                         +0.5
 Query 131: 0.0008
 Query 133: 0.1034                  R-Precision (prec. after R
 Query 134: 0.2458                  (=num_rel) docs. retrieved):
 Query 135: 0.1492                      Exact:        0.1412
 Query 136: 0.0769                                                                                    0.0
 Query 137: 0.0000
 Query 138: 0.0944
 Query 139: 0.0270
 Query 140: 0.0281
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            91   100       110              120        130   140

                                                                                                                                 Topic number
Clairvoyance Corp., Bilingual Spanish to English, Auto, TD                                                                Run cles2enc1
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 42 queries):                                                 1.0

 Query 91: 0.3988                   Total number of documents
 Query 92: 0.7273                   over all queries
 Query 94: 0.0193                       Retrieved:    42000                                          0.8
 Query 95: 0.4544                       Relevant:       821
 Query 97: 0.0128                       Rel_ret:        750
 Query 98: 1.0000
 Query 99: 0.0419                   Interpolated Recall -
                                                                                                     0.6
 Query 100: 0.5061                  Precision Averages:
 Query 102: 0.8026                      at 0.00       0.6128
 Query 103: 0.4511                      at 0.10       0.5670




                                                                    Precision
 Query 104: 0.7256                      at 0.20       0.5034
 Query 105: 0.3857                      at 0.30       0.4249                                         0.4
 Query 106: 0.1156                      at 0.40       0.3935
 Query 107: 0.0069                      at 0.50       0.3648
 Query 108: 0.3817                      at 0.60       0.3308
 Query 109: 0.0248                      at 0.70       0.2904                                         0.2
 Query 111: 0.1622                      at 0.80       0.2256
 Query 112: 0.6583                      at 0.90       0.1762
 Query 113: 0.0147                      at 1.00       0.1328
 Query 114: 0.6531
                                                                                                     0.0
 Query 115: 0.3181                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 116: 0.3928                  for all rel. documents
 Query 119: 0.8704                                    0.3478                                                                       Recall
 Query 120: 0.4060                  Precision:
 Query 121: 0.5676                    At    5 docs:   0.4000                                                               Run cles2enc1
 Query 122: 0.2440                    At   10 docs:   0.3262                                                           Comparison to median by topic
 Query 123: 0.5354                    At   15 docs:   0.3048
                                                                                                     +1.0
 Query 124: 0.0214                    At   20 docs:   0.2810
 Query 125: 0.2383                    At   30 docs:   0.2437
 Query 126: 0.0000                    At 100 docs:    0.1267
 Query 128: 0.0361                    At 200 docs:    0.0754
 Query 129: 0.0308                    At 500 docs:    0.0344
 Query 130: 0.5150                    At 1000 docs:   0.0179                                         +0.5
 Query 131: 0.5476
 Query 133: 0.0990                  R-Precision (prec. after R
 Query 134: 0.6538                  (=num_rel) docs. retrieved):
 Query 135: 0.1860                      Exact:        0.3276
 Query 136: 0.1429                                                                                    0.0
 Query 137: 0.0059
 Query 138: 0.1439
 Query 139: 0.6691
 Query 140: 0.4399
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            91   100       110              120        130   140

                                                                                                                                 Topic number
Clairvoyance Corp., Bilingual Spanish to English, Auto, TD                                                                Run cles2ent1
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 42 queries):                                                 1.0

 Query 91: 0.1524                   Total number of documents
 Query 92: 0.7402                   over all queries
 Query 94: 0.0181                       Retrieved:    42000                                          0.8
 Query 95: 0.4436                       Relevant:       821
 Query 97: 0.0127                       Rel_ret:        664
 Query 98: 0.5000
 Query 99: 0.0649                   Interpolated Recall -
                                                                                                     0.6
 Query 100: 0.3162                  Precision Averages:
 Query 102: 0.8751                      at 0.00       0.5769
 Query 103: 0.4491                      at 0.10       0.5319




                                                                    Precision
 Query 104: 0.8226                      at 0.20       0.4514
 Query 105: 0.3732                      at 0.30       0.4062                                         0.4
 Query 106: 0.0378                      at 0.40       0.3441
 Query 107: 0.0069                      at 0.50       0.3168
 Query 108: 0.3951                      at 0.60       0.2846
 Query 109: 0.0014                      at 0.70       0.2548                                         0.2
 Query 111: 0.1566                      at 0.80       0.1966
 Query 112: 0.6530                      at 0.90       0.1449
 Query 113: 0.3090                      at 1.00       0.1104
 Query 114: 0.6498
                                                                                                     0.0
 Query 115: 0.3058                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 116: 0.4141                  for all rel. documents
 Query 119: 0.8774                                    0.3137                                                                       Recall
 Query 120: 0.4072                  Precision:
 Query 121: 0.5719                    At    5 docs:   0.3905                                                               Run cles2ent1
 Query 122: 0.2079                    At   10 docs:   0.3119                                                           Comparison to median by topic
 Query 123: 0.4987                    At   15 docs:   0.2746
                                                                                                     +1.0
 Query 124: 0.0034                    At   20 docs:   0.2560
 Query 125: 0.0018                    At   30 docs:   0.2270
 Query 126: 0.0000                    At 100 docs:    0.1121
 Query 128: 0.0749                    At 200 docs:    0.0663
 Query 129: 0.7864                    At 500 docs:    0.0306
 Query 130: 0.5220                    At 1000 docs:   0.0158                                         +0.5
 Query 131: 0.0000
 Query 133: 0.0000                  R-Precision (prec. after R
 Query 134: 0.6308                  (=num_rel) docs. retrieved):
 Query 135: 0.0075                      Exact:        0.2871
 Query 136: 0.1250                                                                                    0.0
 Query 137: 0.0000
 Query 138: 0.0878
 Query 139: 0.3688
 Query 140: 0.3069
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            91   100       110              120        130   140

                                                                                                                                 Topic number
Clairvoyance Corp., Bilingual Spanish to English, Auto, TD                                                                Run cles2ent2
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 42 queries):                                                 1.0

 Query 91: 0.3237                   Total number of documents
 Query 92: 0.7703                   over all queries
 Query 94: 0.0171                       Retrieved:    42000                                          0.8
 Query 95: 0.4555                       Relevant:       821
 Query 97: 0.0128                       Rel_ret:        706
 Query 98: 0.5000
 Query 99: 0.0678                   Interpolated Recall -
                                                                                                     0.6
 Query 100: 0.3385                  Precision Averages:
 Query 102: 0.8012                      at 0.00       0.5733
 Query 103: 0.4256                      at 0.10       0.5311




                                                                    Precision
 Query 104: 0.7251                      at 0.20       0.4674
 Query 105: 0.4135                      at 0.30       0.4045                                         0.4
 Query 106: 0.1191                      at 0.40       0.3715
 Query 107: 0.0069                      at 0.50       0.3462
 Query 108: 0.3995                      at 0.60       0.3072
 Query 109: 0.0018                      at 0.70       0.2908                                         0.2
 Query 111: 0.1977                      at 0.80       0.2229
 Query 112: 0.6560                      at 0.90       0.1683
 Query 113: 0.0000                      at 1.00       0.1280
 Query 114: 0.6188
                                                                                                     0.0
 Query 115: 0.3058                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 116: 0.3892                  for all rel. documents
 Query 119: 0.8854                                    0.3310                                                                       Recall
 Query 120: 0.4211                  Precision:
 Query 121: 0.5719                    At    5 docs:   0.4095                                                               Run cles2ent2
 Query 122: 0.0123                    At   10 docs:   0.3214                                                           Comparison to median by topic
 Query 123: 0.5137                    At   15 docs:   0.2921
                                                                                                     +1.0
 Query 124: 0.0023                    At   20 docs:   0.2631
 Query 125: 0.8750                    At   30 docs:   0.2302
 Query 126: 0.0000                    At 100 docs:    0.1221
 Query 128: 0.0282                    At 200 docs:    0.0727
 Query 129: 0.0402                    At 500 docs:    0.0328
 Query 130: 0.5286                    At 1000 docs:   0.0168                                         +0.5
 Query 131: 0.5140
 Query 133: 0.1075                  R-Precision (prec. after R
 Query 134: 0.6905                  (=num_rel) docs. retrieved):
 Query 135: 0.1830                      Exact:        0.3046
 Query 136: 0.1000                                                                                    0.0
 Query 137: 0.0069
 Query 138: 0.5072
 Query 139: 0.0079
 Query 140: 0.3602
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            91   100       110              120        130   140

                                                                                                                                 Topic number
Clairvoyance Corp., Bilingual Spanish to English, Auto, TD                                                                 Run cles2enw
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 42 queries):                                                 1.0

 Query 91: 0.3307                   Total number of documents
 Query 92: 0.7303                   over all queries
 Query 94: 0.0197                       Retrieved:    42000                                          0.8
 Query 95: 0.4489                       Relevant:       821
 Query 97: 0.0128                       Rel_ret:        720
 Query 98: 1.0000
 Query 99: 0.0395                   Interpolated Recall -
                                                                                                     0.6
 Query 100: 0.5294                  Precision Averages:
 Query 102: 0.8018                      at 0.00       0.5882
 Query 103: 0.4756                      at 0.10       0.5524




                                                                    Precision
 Query 104: 0.7249                      at 0.20       0.5005
 Query 105: 0.4063                      at 0.30       0.4255                                         0.4
 Query 106: 0.1168                      at 0.40       0.3945
 Query 107: 0.0068                      at 0.50       0.3715
 Query 108: 0.3918                      at 0.60       0.3377
 Query 109: 0.0147                      at 0.70       0.3084                                         0.2
 Query 111: 0.1656                      at 0.80       0.2294
 Query 112: 0.6583                      at 0.90       0.1811
 Query 113: 0.0083                      at 1.00       0.1412
 Query 114: 0.6602
                                                                                                     0.0
 Query 115: 0.3129                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 116: 0.3980                  for all rel. documents
 Query 119: 0.8644                                    0.3502                                                                       Recall
 Query 120: 0.4130                  Precision:
 Query 121: 0.5747                    At    5 docs:   0.4143                                                               Run cles2enw
 Query 122: 0.0147                    At   10 docs:   0.3286                                                           Comparison to median by topic
 Query 123: 0.5286                    At   15 docs:   0.2984
                                                                                                     +1.0
 Query 124: 0.0030                    At   20 docs:   0.2726
 Query 125: 0.8929                    At   30 docs:   0.2333
 Query 126: 0.0000                    At 100 docs:    0.1212
 Query 128: 0.0178                    At 200 docs:    0.0733
 Query 129: 0.0232                    At 500 docs:    0.0333
 Query 130: 0.5181                    At 1000 docs:   0.0171                                         +0.5
 Query 131: 0.5578
 Query 133: 0.1043                  R-Precision (prec. after R
 Query 134: 0.6915                  (=num_rel) docs. retrieved):
 Query 135: 0.1830                      Exact:        0.3399
 Query 136: 0.1000                                                                                    0.0
 Query 137: 0.0076
 Query 138: 0.5837
 Query 139: 0.0084
 Query 140: 0.3676
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            91   100       110              120        130   140

                                                                                                                                 Topic number
IRIT, Toulouse, Bilingual French to English, Auto, TD                                                                     Run iritBFr2En
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 42 queries):                                                 1.0

 Query 91: 0.0143                   Total number of documents
 Query 92: 0.8217                   over all queries
 Query 94: 0.1534                       Retrieved:    42000                                          0.8
 Query 95: 0.2982                       Relevant:       821
 Query 97: 0.2000                       Rel_ret:        623
 Query 98: 0.0013
 Query 99: 0.6143                   Interpolated Recall -
                                                                                                     0.6
 Query 100: 0.1217                  Precision Averages:
 Query 102: 0.3722                      at 0.00       0.5280
 Query 103: 0.5388                      at 0.10       0.4530




                                                                    Precision
 Query 104: 0.0668                      at 0.20       0.3914
 Query 105: 0.5195                      at 0.30       0.3142                                         0.4
 Query 106: 0.1493                      at 0.40       0.2843
 Query 107: 0.0034                      at 0.50       0.2496
 Query 108: 0.3993                      at 0.60       0.2090
 Query 109: 0.0095                      at 0.70       0.1717                                         0.2
 Query 111: 0.0002                      at 0.80       0.1399
 Query 112: 0.5502                      at 0.90       0.0924
 Query 113: 0.0781                      at 1.00       0.0388
 Query 114: 0.3528
                                                                                                     0.0
 Query 115: 0.2270                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 116: 0.3314                  for all rel. documents
 Query 119: 0.7861                                    0.2449                                                                       Recall
 Query 120: 0.4218                  Precision:
 Query 121: 0.5355                    At    5 docs:   0.3048                                                              Run iritBFr2En
 Query 122: 0.0935                    At   10 docs:   0.2857                                                           Comparison to median by topic
 Query 123: 0.6303                    At   15 docs:   0.2540
                                                                                                     +1.0
 Query 124: 0.0043                    At   20 docs:   0.2226
 Query 125: 0.0000                    At   30 docs:   0.1952
 Query 126: 0.1284                    At 100 docs:    0.0898
 Query 128: 0.0060                    At 200 docs:    0.0555
 Query 129: 0.1363                    At 500 docs:    0.0265
 Query 130: 0.3302                    At 1000 docs:   0.0148                                         +0.5
 Query 131: 0.0153
 Query 133: 0.5529                  R-Precision (prec. after R
 Query 134: 0.4417                  (=num_rel) docs. retrieved):
 Query 135: 0.0054                      Exact:        0.2382
 Query 136: 0.0000                                                                                    0.0
 Query 137: 0.0020
 Query 138: 0.2735
 Query 139: 0.0080
 Query 140: 0.0895
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            91   100       110              120        130   140

                                                                                                                                 Topic number
Middlesex Univ., Bilingual Portuguese to English, Manual, TDN                                                             Run MDXman
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 42 queries):                                                 1.0

 Query 91: 0.0013                   Total number of documents
 Query 92: 0.6080                   over all queries
 Query 94: 0.8313                       Retrieved:    42000                                          0.8
 Query 95: 0.3352                       Relevant:       821
 Query 97: 0.0455                       Rel_ret:        694
 Query 98: 0.0000
 Query 99: 0.3140                   Interpolated Recall -
                                                                                                     0.6
 Query 100: 0.4137                  Precision Averages:
 Query 102: 0.1499                      at 0.00       0.4593
 Query 103: 0.5494                      at 0.10       0.4318




                                                                    Precision
 Query 104: 0.1604                      at 0.20       0.3279
 Query 105: 0.0196                      at 0.30       0.2942                                         0.4
 Query 106: 0.2982                      at 0.40       0.2446
 Query 107: 0.3208                      at 0.50       0.2169
 Query 108: 0.0687                      at 0.60       0.1672
 Query 109: 0.0730                      at 0.70       0.1354                                         0.2
 Query 111: 0.1907                      at 0.80       0.1037
 Query 112: 0.1354                      at 0.90       0.0726
 Query 113: 0.0769                      at 1.00       0.0398
 Query 114: 0.0946                                                                                   0.0
 Query 115: 0.1087                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 116: 0.2977                  for all rel. documents
 Query 119: 0.5279                                    0.2085                                                                       Recall
 Query 120: 0.0346                  Precision:
 Query 121: 0.1771                    At    5 docs:   0.2667                                                               Run MDXman
 Query 122: 0.0471                    At   10 docs:   0.2405                                                           Comparison to median by topic
 Query 123: 0.0827                    At   15 docs:   0.2238
                                                                                                     +1.0
 Query 124: 0.0124                    At   20 docs:   0.2083
 Query 125: 0.5794                    At   30 docs:   0.1762
 Query 126: 0.1667                    At 100 docs:    0.0974
 Query 128: 0.0066                    At 200 docs:    0.0583
 Query 129: 0.0292                    At 500 docs:    0.0301
 Query 130: 0.6497                    At 1000 docs:   0.0165                                         +0.5
 Query 131: 0.0053
 Query 133: 0.2477                  R-Precision (prec. after R
 Query 134: 0.1067                  (=num_rel) docs. retrieved):
 Query 135: 0.0488                      Exact:        0.2310
 Query 136: 0.0014                                                                                    0.0
 Query 137: 0.0812
 Query 138: 0.2194
 Query 139: 0.1253
 Query 140: 0.5162
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            91   100       110              120        130   140

                                                                                                                                 Topic number
Middlesex Univ., Bilingual Portuguese to English, Auto, TD                                                                  Run MDXtd
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 42 queries):                                                 1.0

 Query 91: 0.0114                   Total number of documents
 Query 92: 0.6455                   over all queries
 Query 94: 0.7329                       Retrieved:    42000                                          0.8
 Query 95: 0.3713                       Relevant:       821
 Query 97: 0.0417                       Rel_ret:        698
 Query 98: 0.0000
 Query 99: 0.4219                   Interpolated Recall -
                                                                                                     0.6
 Query 100: 0.2710                  Precision Averages:
 Query 102: 0.3142                      at 0.00       0.5141
 Query 103: 0.5650                      at 0.10       0.4174




                                                                    Precision
 Query 104: 0.1354                      at 0.20       0.3379
 Query 105: 0.0270                      at 0.30       0.2782                                         0.4
 Query 106: 0.3221                      at 0.40       0.2384
 Query 107: 0.1951                      at 0.50       0.2057
 Query 108: 0.0052                      at 0.60       0.1677
 Query 109: 0.1099                      at 0.70       0.1474                                         0.2
 Query 111: 0.1386                      at 0.80       0.0959
 Query 112: 0.2486                      at 0.90       0.0683
 Query 113: 0.1044                      at 1.00       0.0438
 Query 114: 0.2131
                                                                                                     0.0
 Query 115: 0.1352                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 116: 0.2507                  for all rel. documents
 Query 119: 0.6854                                    0.2088                                                                       Recall
 Query 120: 0.1308                  Precision:
 Query 121: 0.0166                    At    5 docs:   0.2810                                                                Run MDXtd
 Query 122: 0.1318                    At   10 docs:   0.2452                                                           Comparison to median by topic
 Query 123: 0.0949                    At   15 docs:   0.2206
                                                                                                     +1.0
 Query 124: 0.1210                    At   20 docs:   0.2024
 Query 125: 0.5833                    At   30 docs:   0.1786
 Query 126: 0.0303                    At 100 docs:    0.0948
 Query 128: 0.0074                    At 200 docs:    0.0611
 Query 129: 0.0392                    At 500 docs:    0.0302
 Query 130: 0.2689                    At 1000 docs:   0.0166                                         +0.5
 Query 131: 0.0081
 Query 133: 0.3020                  R-Precision (prec. after R
 Query 134: 0.2313                  (=num_rel) docs. retrieved):
 Query 135: 0.0503                      Exact:        0.2168
 Query 136: 0.0011                                                                                    0.0
 Query 137: 0.0205
 Query 138: 0.1202
 Query 139: 0.1789
 Query 140: 0.4864
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            91   100       110              120        130   140

                                                                                                                                 Topic number
Middlesex Univ., Bilingual Portuguese to English, Auto, T                                                                  Run MDXtpc
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 42 queries):                                                 1.0

 Query 91: 0.0000                   Total number of documents
 Query 92: 0.6232                   over all queries
 Query 94: 0.8202                       Retrieved:    42000                                          0.8
 Query 95: 0.2931                       Relevant:       821
 Query 97: 0.0455                       Rel_ret:        662
 Query 98: 0.0000
 Query 99: 0.1139                   Interpolated Recall -
 Query 100: 0.0564                  Precision Averages:                                              0.6
 Query 102: 0.3648                      at 0.00       0.3723
 Query 103: 0.0675                      at 0.10       0.2997
 Query 104: 0.1553                      at 0.20       0.2392




                                                                    Precision
 Query 105: 0.3181                      at 0.30       0.2218                                         0.4
 Query 106: 0.2170                      at 0.40       0.1870
 Query 107: 0.0804                      at 0.50       0.1637
 Query 108: 0.0687                      at 0.60       0.1202
 Query 109: 0.0072                      at 0.70       0.0939                                         0.2
 Query 111: 0.0055                      at 0.80       0.0746
 Query 112: 0.0136                      at 0.90       0.0528
 Query 113: 0.0308                      at 1.00       0.0300
 Query 114: 0.0946
                                                                                                     0.0
 Query 115: 0.1387                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 116: 0.2977                  for all rel. documents
 Query 119: 0.5279                                    0.1551                                                                       Recall
 Query 120: 0.2529                  Precision:
 Query 121: 0.1771                    At    5 docs:   0.1952                                                                Run MDXtpc
 Query 122: 0.0471                    At   10 docs:   0.1714
 Query 123: 0.0492                    At   15 docs:   0.1571                                                           Comparison to median by topic
 Query 124: 0.0124                    At   20 docs:   0.1440                                         +1.0
 Query 125: 0.5970                    At   30 docs:   0.1405
 Query 126: 0.0000                    At 100 docs:    0.0838
 Query 128: 0.0066                    At 200 docs:    0.0529
 Query 129: 0.0158                    At 500 docs:    0.0279
 Query 130: 0.0954                    At 1000 docs:   0.0158                                         +0.5
 Query 131: 0.0046
 Query 133: 0.2477                  R-Precision (prec. after R
 Query 134: 0.0062                  (=num_rel) docs. retrieved):
 Query 135: 0.0488                      Exact:        0.1676
 Query 136: 0.0014                                                                                    0.0
 Query 137: 0.0226
 Query 138: 0.1170
 Query 139: 0.1253
 Query 140: 0.3450
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            91   100       110              120        130   140

                                                                                                                                 Topic number
Océ, Bilingual Spanish to English, Auto, TD                                                                            Run oce02es2enBF
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 42 queries):                                                 1.0

 Query 91: 0.4626                   Total number of documents
 Query 92: 0.7071                   over all queries
 Query 94: 0.0515                       Retrieved:    42000                                          0.8
 Query 95: 0.3178                       Relevant:       821
 Query 97: 0.0208                       Rel_ret:        689
 Query 98: 0.0909
 Query 99: 0.1757                   Interpolated Recall -                                            0.6
 Query 100: 0.6454                  Precision Averages:
 Query 102: 0.8862                      at 0.00       0.6749
 Query 103: 0.5853                      at 0.10       0.5860




                                                                    Precision
 Query 104: 0.2601                      at 0.20       0.5038
 Query 105: 0.3309                      at 0.30       0.4295                                         0.4
 Query 106: 0.0706                      at 0.40       0.3767
 Query 107: 0.1016                      at 0.50       0.3297
 Query 108: 0.3666                      at 0.60       0.2783
 Query 109: 0.1091                      at 0.70       0.2306                                         0.2
 Query 111: 0.2130                      at 0.80       0.1616
 Query 112: 0.6139                      at 0.90       0.0987
 Query 113: 0.1322                      at 1.00       0.0636
 Query 114: 0.4641                                                                                   0.0
 Query 115: 0.1978                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 116: 0.1778                  for all rel. documents
 Query 119: 0.7624                                    0.3180                                                                       Recall
 Query 120: 0.5707                  Precision:
 Query 121: 0.5038                    At    5 docs:   0.4333                                                            Run oce02es2enBF
 Query 122: 0.1930                    At   10 docs:   0.3381                                                           Comparison to median by topic
 Query 123: 0.6491                    At   15 docs:   0.3000                                         +1.0
 Query 124: 0.0068                    At   20 docs:   0.2726
 Query 125: 0.3117                    At   30 docs:   0.2230
 Query 126: 0.0000                    At 100 docs:    0.1102
 Query 128: 0.0084                    At 200 docs:    0.0654
 Query 129: 0.4110                    At 500 docs:    0.0304
 Query 130: 0.3853                    At 1000 docs:   0.0164                                         +0.5
 Query 131: 0.3750
 Query 133: 0.3021                  R-Precision (prec. after R
 Query 134: 0.7591                  (=num_rel) docs. retrieved):
 Query 135: 0.2571                      Exact:        0.3306
 Query 136: 0.0000                                                                                    0.0
 Query 137: 0.0067
 Query 138: 0.6044
 Query 139: 0.2565
 Query 140: 0.0140
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            91   100       110              120        130   140

                                                                                                                                 Topic number
Océ, Bilingual Spanish to English, Auto, TD                                                                            Run oce02es2enLO
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 42 queries):                                                 1.0

 Query 91: 0.4626                   Total number of documents
 Query 92: 0.7071                   over all queries
 Query 94: 0.0515                       Retrieved:    42000                                          0.8
 Query 95: 0.3146                       Relevant:       821
 Query 97: 0.0208                       Rel_ret:        700
 Query 98: 0.3333
 Query 99: 0.0232                   Interpolated Recall -                                            0.6
 Query 100: 0.6861                  Precision Averages:
 Query 102: 0.8862                      at 0.00       0.6713
 Query 103: 0.5853                      at 0.10       0.5603




                                                                    Precision
 Query 104: 0.2601                      at 0.20       0.5145
 Query 105: 0.3309                      at 0.30       0.4448                                         0.4
 Query 106: 0.0706                      at 0.40       0.3918
 Query 107: 0.1016                      at 0.50       0.3393
 Query 108: 0.3666                      at 0.60       0.2851
 Query 109: 0.1091                      at 0.70       0.2413                                         0.2
 Query 111: 0.2130                      at 0.80       0.1661
 Query 112: 0.6139                      at 0.90       0.1009
 Query 113: 0.1322                      at 1.00       0.0756
 Query 114: 0.4641                                                                                   0.0
 Query 115: 0.1063                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 116: 0.1778                  for all rel. documents
 Query 119: 0.7624                                    0.3235                                                                       Recall
 Query 120: 0.5707                  Precision:
 Query 121: 0.4956                    At    5 docs:   0.4381                                                           Run oce02es2enLO
 Query 122: 0.1930                    At   10 docs:   0.3452                                                           Comparison to median by topic
 Query 123: 0.6621                    At   15 docs:   0.3063                                         +1.0
 Query 124: 0.0127                    At   20 docs:   0.2762
 Query 125: 0.3117                    At   30 docs:   0.2365
 Query 126: 0.0000                    At 100 docs:    0.1157
 Query 128: 0.0084                    At 200 docs:    0.0685
 Query 129: 0.4110                    At 500 docs:    0.0317
 Query 130: 0.3853                    At 1000 docs:   0.0167                                         +0.5
 Query 131: 0.3473
 Query 133: 0.3021                  R-Precision (prec. after R
 Query 134: 0.7578                  (=num_rel) docs. retrieved):
 Query 135: 0.2571                      Exact:        0.3338
 Query 136: 0.0000                                                                                    0.0
 Query 137: 0.0067
 Query 138: 0.6044
 Query 139: 0.2565
 Query 140: 0.2269
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            91   100       110              120        130   140

                                                                                                                                 Topic number
Océ, Bilingual Dutch to English, Auto, TD                                                                              Run oce02nl2enER
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 42 queries):                                                 1.0

 Query 91: 0.3095                   Total number of documents
 Query 92: 0.6803                   over all queries
 Query 94: 0.0000                       Retrieved:    42000                                          0.8
 Query 95: 0.0081                       Relevant:       821
 Query 97: 0.0000                       Rel_ret:        384
 Query 98: 0.0222
 Query 99: 0.0081                   Interpolated Recall -
                                                                                                     0.6
 Query 100: 0.0208                  Precision Averages:
 Query 102: 0.4734                      at 0.00       0.3693
 Query 103: 0.3438                      at 0.10       0.3021




                                                                    Precision
 Query 104: 0.2550                      at 0.20       0.2550
 Query 105: 0.1261                      at 0.30       0.1989                                         0.4
 Query 106: 0.0068                      at 0.40       0.1677
 Query 107: 0.0000                      at 0.50       0.1407
 Query 108: 0.0503                      at 0.60       0.1156
 Query 109: 0.0000                      at 0.70       0.0929                                         0.2
 Query 111: 0.0000                      at 0.80       0.0527
 Query 112: 0.6027                      at 0.90       0.0368
 Query 113: 0.0000                      at 1.00       0.0214
 Query 114: 0.0117                                                                                   0.0
 Query 115: 0.0025                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 116: 0.0000                  for all rel. documents
 Query 119: 0.4600                                    0.1495                                                                       Recall
 Query 120: 0.4072                  Precision:
 Query 121: 0.5017                    At    5 docs:   0.2333                                                            Run oce02nl2enER
 Query 122: 0.2521                    At   10 docs:   0.1833                                                           Comparison to median by topic
 Query 123: 0.4251                    At   15 docs:   0.1556
                                                                                                     +1.0
 Query 124: 0.1530                    At   20 docs:   0.1405
 Query 125: 0.0000                    At   30 docs:   0.1214
 Query 126: 0.0000                    At 100 docs:    0.0583
 Query 128: 0.0253                    At 200 docs:    0.0321
 Query 129: 0.0037                    At 500 docs:    0.0161
 Query 130: 0.0681                    At 1000 docs:   0.0091                                         +0.5
 Query 131: 0.0220
 Query 133: 0.0017                  R-Precision (prec. after R
 Query 134: 0.7500                  (=num_rel) docs. retrieved):
 Query 135: 0.0000                      Exact:        0.1501
 Query 136: 0.1000                                                                                    0.0
 Query 137: 0.0023
 Query 138: 0.1803
 Query 139: 0.0000
 Query 140: 0.0033
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            91   100       110              120        130   140

                                                                                                                                 Topic number
JHU/APL, Bilingual English to Spanish, Auto, TD                                                                           Run aplbienes
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.6676                   Total number of documents
 Query 92: 0.5293                   over all queries
 Query 93: 0.0022                       Retrieved:    50000                                          0.8
 Query 94: 0.8245                       Relevant:      2854
 Query 95: 0.3066                       Rel_ret:       2326
 Query 96: 0.0021
 Query 97: 0.3928                   Interpolated Recall -
 Query 98: 0.2257                   Precision Averages:                                              0.6
 Query 99: 0.3800                       at 0.00       0.6452
 Query 100: 0.4828                      at 0.10       0.5729
 Query 101: 0.4543                      at 0.20       0.5053




                                                                    Precision
 Query 102: 0.4768                      at 0.30       0.4429                                         0.4
 Query 103: 0.1710                      at 0.40       0.4126
 Query 104: 0.3756                      at 0.50       0.3723
 Query 105: 0.8126                      at 0.60       0.3396
 Query 106: 0.0831                      at 0.70       0.2948                                         0.2
 Query 107: 0.0709                      at 0.80       0.2524
 Query 108: 0.3519                      at 0.90       0.1947
 Query 109: 0.2318                      at 1.00       0.1277
 Query 110: 0.0452
                                                                                                     0.0
 Query 111: 0.0404                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.0098                  for all rel. documents
 Query 113: 0.0079                                    0.3602                                                                       Recall
 Query 114: 0.8993                  Precision:
 Query 115: 0.3391                    At    5 docs:   0.4720                                                               Run aplbienes
 Query 116: 0.8422                    At   10 docs:   0.4320
 Query 117: 0.2410                    At   15 docs:   0.4160                                                           Comparison to median by topic
 Query 118: 0.0082                    At   20 docs:   0.3910                                         +1.0
 Query 119: 0.8001                    At   30 docs:   0.3513
 Query 120: 0.0650                    At 100 docs:    0.2188
 Query 121: 0.3853                    At 200 docs:    0.1501
 Query 122: 0.0962                    At 500 docs:    0.0812
 Query 123: 0.8571                    At 1000 docs:   0.0465                                         +0.5
 Query 124: 0.3528
 Query 125: 0.3399                  R-Precision (prec. after R
 Query 126: 0.2120                  (=num_rel) docs. retrieved):
 Query 127: 0.3688                      Exact:        0.3494
 Query 128: 0.1134                                                                                    0.0
 Query 129: 0.3734
 Query 130: 0.8372
 Query 131: 0.6305
 Query 132: 0.7701
 Query 133: 0.0009
                                                                    Difference (average precision)




 Query 134: 0.0248                                                                                   −0.5
 Query 135: 0.5976
 Query 136: 0.2322
 Query 137: 0.3057
 Query 138: 0.9048
 Query 139: 0.0771                                                                                   −1.0
 Query 140: 0.3898                                                                                          91   100       110              120        130   140

                                                                                                                                 Topic number
JHU/APL, Bilingual Portuguese to Spanish, Auto, TD                                                                        Run aplbiptesa
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.0036                   Total number of documents
 Query 92: 0.4527                   over all queries
 Query 93: 0.2532                       Retrieved:    50000                                          0.8
 Query 94: 0.8936                       Relevant:      2854
 Query 95: 0.0687                       Rel_ret:       2071
 Query 96: 0.1180
 Query 97: 0.6664                   Interpolated Recall -
 Query 98: 0.9429                   Precision Averages:                                              0.6
 Query 99: 0.1172                       at 0.00       0.5377
 Query 100: 0.3133                      at 0.10       0.4779
 Query 101: 0.0521                      at 0.20       0.4606




                                                                    Precision
 Query 102: 0.3832                      at 0.30       0.4371                                         0.4
 Query 103: 0.1134                      at 0.40       0.3942
 Query 104: 0.0217                      at 0.50       0.3639
 Query 105: 0.6156                      at 0.60       0.3229
 Query 106: 0.0496                      at 0.70       0.2941                                         0.2
 Query 107: 0.2332                      at 0.80       0.2316
 Query 108: 0.0000                      at 0.90       0.1557
 Query 109: 0.5160                      at 1.00       0.1005
 Query 110: 0.7003
                                                                                                     0.0
 Query 111: 0.0000                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.6515                  for all rel. documents
 Query 113: 0.0054                                    0.3325                                                                       Recall
 Query 114: 0.0005                  Precision:
 Query 115: 0.0000                    At    5 docs:   0.3920                                                               Run aplbiptesa
 Query 116: 0.8721                    At   10 docs:   0.3640
 Query 117: 0.1407                    At   15 docs:   0.3267                                                           Comparison to median by topic
 Query 118: 0.2043                    At   20 docs:   0.3000                                         +1.0
 Query 119: 0.6573                    At   30 docs:   0.2640
 Query 120: 0.0494                    At 100 docs:    0.1762
 Query 121: 0.6488                    At 200 docs:    0.1278
 Query 122: 0.0412                    At 500 docs:    0.0708
 Query 123: 0.8545                    At 1000 docs:   0.0414                                         +0.5
 Query 124: 0.0012
 Query 125: 0.6576                  R-Precision (prec. after R
 Query 126: 0.0000                  (=num_rel) docs. retrieved):
 Query 127: 0.5952                      Exact:        0.3252
 Query 128: 0.0653                                                                                    0.0
 Query 129: 0.0000
 Query 130: 0.7729
 Query 131: 0.3367
 Query 132: 0.5978
 Query 133: 0.0020
                                                                    Difference (average precision)




 Query 134: 0.8500                                                                                   −0.5
 Query 135: 0.6125
 Query 136: 0.7267
 Query 137: 0.0125
 Query 138: 0.0000
 Query 139: 0.2416                                                                                   −1.0
 Query 140: 0.5134                                                                                          91   100       110              120        130   140

                                                                                                                                 Topic number
JHU/APL, Bilingual Portuguese to Spanish, Auto, TD                                                                        Run aplbiptesb
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.5223                   Total number of documents
 Query 92: 0.4161                   over all queries
 Query 93: 0.2806                       Retrieved:    50000                                          0.8
 Query 94: 0.0350                       Relevant:      2854
 Query 95: 0.0000                       Rel_ret:       1589
 Query 96: 0.1508
 Query 97: 0.0000                   Interpolated Recall -
 Query 98: 0.2824                   Precision Averages:                                              0.6
 Query 99: 0.0587                       at 0.00       0.3457
 Query 100: 0.2851                      at 0.10       0.3145
 Query 101: 0.0042                      at 0.20       0.2866




                                                                    Precision
 Query 102: 0.4195                      at 0.30       0.2588                                         0.4
 Query 103: 0.2088                      at 0.40       0.2395
 Query 104: 0.0031                      at 0.50       0.2103
 Query 105: 0.8565                      at 0.60       0.1948
 Query 106: 0.0000                      at 0.70       0.1717                                         0.2
 Query 107: 0.0186                      at 0.80       0.1355
 Query 108: 0.0000                      at 0.90       0.0948
 Query 109: 0.2757                      at 1.00       0.0558
 Query 110: 0.4982
                                                                                                     0.0
 Query 111: 0.0000                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.6334                  for all rel. documents
 Query 113: 0.0617                                    0.2000                                                                       Recall
 Query 114: 0.0036                  Precision:
 Query 115: 0.0000                    At    5 docs:   0.2160                                                               Run aplbiptesb
 Query 116: 0.6266                    At   10 docs:   0.2200
 Query 117: 0.0631                    At   15 docs:   0.2093                                                           Comparison to median by topic
 Query 118: 0.0010                    At   20 docs:   0.1890                                         +1.0
 Query 119: 0.1792                    At   30 docs:   0.1740
 Query 120: 0.0428                    At 100 docs:    0.1264
 Query 121: 0.5790                    At 200 docs:    0.0951
 Query 122: 0.0000                    At 500 docs:    0.0525
 Query 123: 0.8710                    At 1000 docs:   0.0318                                         +0.5
 Query 124: 0.0002
 Query 125: 0.0722                  R-Precision (prec. after R
 Query 126: 0.0000                  (=num_rel) docs. retrieved):
 Query 127: 0.6086                      Exact:        0.2002
 Query 128: 0.0202                                                                                    0.0
 Query 129: 0.0000
 Query 130: 0.7673
 Query 131: 0.1590
 Query 132: 0.0022
 Query 133: 0.0000
                                                                    Difference (average precision)




 Query 134: 0.0274                                                                                   −0.5
 Query 135: 0.0000
 Query 136: 0.6726
 Query 137: 0.0008
 Query 138: 0.0000
 Query 139: 0.0148                                                                                   −1.0
 Query 140: 0.2776                                                                                          91   100       110              120        130   140

                                                                                                                                 Topic number
Univ. of Ca. at Berkeley 2, Bilingual English to Spanish, Auto, TD                                                        Run bky2bienes
 Average precision                  Overall statistics                                                                    Recall−Precision Values
 (individual queries):              (for 50 queries):                                                  1.0

 Query 91: 0.3371                   Total number of documents
 Query 92: 0.4808                   over all queries
 Query 93: 0.3041                       Retrieved:    50000
                                                                                                      0.8
 Query 94: 0.1739                       Relevant:      2854
 Query 95: 0.4906                       Rel_ret:       2375
 Query 96: 0.3242
 Query 97: 0.7183                   Interpolated Recall -
 Query 98: 0.8769                   Precision Averages:                                               0.6
 Query 99: 0.6066                       at 0.00       0.8082
 Query 100: 0.8039                      at 0.10       0.6708
 Query 101: 0.0226                      at 0.20       0.6273




                                                                     Precision
 Query 102: 0.5628                      at 0.30       0.5559                                          0.4
 Query 103: 0.8525                      at 0.40       0.5315
 Query 104: 0.1208                      at 0.50       0.4838
 Query 105: 0.8126                      at 0.60       0.4441
 Query 106: 0.1379                      at 0.70       0.3908                                          0.2
 Query 107: 0.0582                      at 0.80       0.3118
 Query 108: 0.6221                      at 0.90       0.2265
 Query 109: 0.0576                      at 1.00       0.1455
 Query 110: 0.6135
                                                                                                      0.0
 Query 111: 0.0398                  Avg. prec. (non-interpolated)                                       0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.5670                  for all rel. documents
 Query 113: 0.0004                                    0.4567                                                                        Recall
 Query 114: 0.0791                  Precision:
 Query 115: 0.2606                    At    5 docs:   0.5960                                                               Run bky2bienes
 Query 116: 0.7591                    At   10 docs:   0.5200
 Query 117: 0.1554                    At   15 docs:   0.4720                                                            Comparison to median by topic
 Query 118: 0.2209                    At   20 docs:   0.4460                                          +1.0
 Query 119: 0.8528                    At   30 docs:   0.4087
 Query 120: 0.3795                    At 100 docs:    0.2616
 Query 121: 0.7668                    At 200 docs:    0.1774
 Query 122: 0.2862                    At 500 docs:    0.0874
 Query 123: 0.9055                    At 1000 docs:   0.0475                                          +0.5
 Query 124: 0.0125
 Query 125: 0.0023                  R-Precision (prec. after R
 Query 126: 0.1102                  (=num_rel) docs. retrieved):
 Query 127: 0.6373                      Exact:        0.4271
 Query 128: 0.1094                                                                                     0.0
 Query 129: 0.2325
 Query 130: 0.7882
 Query 131: 0.7152
 Query 132: 0.7790
 Query 133: 0.0016
                                                                     Difference (average precision)




 Query 134: 1.0000                                                                                    −0.5
 Query 135: 0.8452
 Query 136: 0.7635
 Query 137: 0.4074
 Query 138: 0.9571
 Query 139: 0.5777                                                                                    −1.0
 Query 140: 0.6445                                                                                           91   100       110              120        130   140

                                                                                                                                  Topic number
Univ. Exeter, Bilingual English to Spanish, Auto, TD                                                                   Run exespengorgbi
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.6946                   Total number of documents
 Query 92: 0.4892                   over all queries
 Query 93: 0.2626                       Retrieved:    50000
                                                                                                     0.8
 Query 94: 0.0558                       Relevant:      2854
 Query 95: 0.1951                       Rel_ret:       2289
 Query 96: 0.4266
 Query 97: 0.0470                   Interpolated Recall -
 Query 98: 1.0000                   Precision Averages:                                              0.6
 Query 99: 0.0028                       at 0.00       0.7330
 Query 100: 0.3964                      at 0.10       0.6459
 Query 101: 0.0235                      at 0.20       0.5860




                                                                    Precision
 Query 102: 0.5166                      at 0.30       0.5226                                         0.4
 Query 103: 0.7782                      at 0.40       0.4815
 Query 104: 0.2313                      at 0.50       0.4279
 Query 105: 0.7872                      at 0.60       0.3795
 Query 106: 0.3111                      at 0.70       0.3431                                         0.2
 Query 107: 0.3032                      at 0.80       0.2647
 Query 108: 0.7232                      at 0.90       0.1900
 Query 109: 0.3341                      at 1.00       0.1011
 Query 110: 0.6922
                                                                                                     0.0
 Query 111: 0.0063                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.5358                  for all rel. documents
 Query 113: 0.0001                                    0.4121                                                                       Recall
 Query 114: 0.0558                  Precision:
 Query 115: 0.4370                    At    5 docs:   0.5880                                                            Run exespengorgbi
 Query 116: 0.8810                    At   10 docs:   0.4840
 Query 117: 0.1431                    At   15 docs:   0.4307                                                           Comparison to median by topic
 Query 118: 0.1877                    At   20 docs:   0.3940                                         +1.0
 Query 119: 0.8218                    At   30 docs:   0.3633
 Query 120: 0.1214                    At 100 docs:    0.2390
 Query 121: 0.7123                    At 200 docs:    0.1666
 Query 122: 0.0526                    At 500 docs:    0.0825
 Query 123: 0.8786                    At 1000 docs:   0.0458                                         +0.5
 Query 124: 0.5151
 Query 125: 0.3480                  R-Precision (prec. after R
 Query 126: 0.2580                  (=num_rel) docs. retrieved):
 Query 127: 0.3896                      Exact:        0.4128
 Query 128: 0.1679                                                                                    0.0
 Query 129: 0.3648
 Query 130: 0.8343
 Query 131: 0.6793
 Query 132: 0.0003
 Query 133: 0.0529
                                                                    Difference (average precision)




 Query 134: 0.8875                                                                                   −0.5
 Query 135: 0.1945
 Query 136: 0.7332
 Query 137: 0.1777
 Query 138: 0.8784
 Query 139: 0.7409                                                                                   −1.0
 Query 140: 0.2787                                                                                          91   100       110              120        130   140

                                                                                                                                 Topic number
Univ. Exeter, Bilingual English to Spanish, Auto, TD                                                                   Run exespengpiwgt
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.4337                   Total number of documents
 Query 92: 0.4454                   over all queries
 Query 93: 0.4732                       Retrieved:    50000
                                                                                                     0.8
 Query 94: 0.3064                       Relevant:      2854
 Query 95: 0.3038                       Rel_ret:       2372
 Query 96: 0.4072
 Query 97: 0.4738                   Interpolated Recall -
 Query 98: 0.8262                   Precision Averages:                                              0.6
 Query 99: 0.1445                       at 0.00       0.8256
 Query 100: 0.4032                      at 0.10       0.7179
 Query 101: 0.2805                      at 0.20       0.6417




                                                                    Precision
 Query 102: 0.7718                      at 0.30       0.5273                                         0.4
 Query 103: 0.5820                      at 0.40       0.4917
 Query 104: 0.2420                      at 0.50       0.4283
 Query 105: 0.7509                      at 0.60       0.3718
 Query 106: 0.3527                      at 0.70       0.3089                                         0.2
 Query 107: 0.0799                      at 0.80       0.2320
 Query 108: 0.5099                      at 0.90       0.1562
 Query 109: 0.1908                      at 1.00       0.0754
 Query 110: 0.7598
                                                                                                     0.0
 Query 111: 0.0339                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.5098                  for all rel. documents
 Query 113: 0.0010                                    0.4202                                                                       Recall
 Query 114: 0.1656                  Precision:
 Query 115: 0.3584                    At    5 docs:   0.5920                                                           Run exespengpiwgt
 Query 116: 0.8929                    At   10 docs:   0.5280
 Query 117: 0.1993                    At   15 docs:   0.4987                                                           Comparison to median by topic
 Query 118: 0.1920                    At   20 docs:   0.4690                                         +1.0
 Query 119: 0.7740                    At   30 docs:   0.4153
 Query 120: 0.0793                    At 100 docs:    0.2598
 Query 121: 0.7638                    At 200 docs:    0.1746
 Query 122: 0.2387                    At 500 docs:    0.0858
 Query 123: 0.8819                    At 1000 docs:   0.0474                                         +0.5
 Query 124: 0.2725
 Query 125: 0.3741                  R-Precision (prec. after R
 Query 126: 0.3396                  (=num_rel) docs. retrieved):
 Query 127: 0.4946                      Exact:        0.4117
 Query 128: 0.1461                                                                                    0.0
 Query 129: 0.3110
 Query 130: 0.7541
 Query 131: 0.6028
 Query 132: 0.0560
 Query 133: 0.4495
                                                                    Difference (average precision)




 Query 134: 0.5375                                                                                   −0.5
 Query 135: 0.8625
 Query 136: 0.6015
 Query 137: 0.1414
 Query 138: 0.0046
 Query 139: 0.7780                                                                                   −1.0
 Query 140: 0.4579                                                                                          91   100       110              120        130   140

                                                                                                                                 Topic number
Univ. Exeter, Bilingual French to Spanish, Auto, TD                                                                    Run exespfrmgcntbi
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.6499                   Total number of documents
 Query 92: 0.4688                   over all queries
 Query 93: 0.2550                       Retrieved:    50000
                                                                                                     0.8
 Query 94: 0.0439                       Relevant:      2854
 Query 95: 0.2344                       Rel_ret:       2210
 Query 96: 0.2346
 Query 97: 0.8430                   Interpolated Recall -
 Query 98: 0.6693                   Precision Averages:                                              0.6
 Query 99: 0.0021                       at 0.00       0.7526
 Query 100: 0.2532                      at 0.10       0.6501
 Query 101: 0.4153                      at 0.20       0.6054




                                                                    Precision
 Query 102: 0.5364                      at 0.30       0.5242                                         0.4
 Query 103: 0.7746                      at 0.40       0.4638
 Query 104: 0.2229                      at 0.50       0.4256
 Query 105: 0.7955                      at 0.60       0.3773
 Query 106: 0.0457                      at 0.70       0.3282                                         0.2
 Query 107: 0.4052                      at 0.80       0.2731
 Query 108: 0.7547                      at 0.90       0.2028
 Query 109: 0.2867                      at 1.00       0.0978
 Query 110: 0.7326
                                                                                                     0.0
 Query 111: 0.0296                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.5578                  for all rel. documents
 Query 113: 0.0107                                    0.4141                                                                       Recall
 Query 114: 0.0294                  Precision:
 Query 115: 0.4697                    At    5 docs:   0.5320                                                           Run exespfrmgcntbi
 Query 116: 0.8744                    At   10 docs:   0.4560
 Query 117: 0.2242                    At   15 docs:   0.4093                                                           Comparison to median by topic
 Query 118: 0.2160                    At   20 docs:   0.3760                                         +1.0
 Query 119: 0.8540                    At   30 docs:   0.3407
 Query 120: 0.1013                    At 100 docs:    0.2218
 Query 121: 0.7283                    At 200 docs:    0.1540
 Query 122: 0.0426                    At 500 docs:    0.0795
 Query 123: 0.8697                    At 1000 docs:   0.0442                                         +0.5
 Query 124: 0.6021
 Query 125: 0.5928                  R-Precision (prec. after R
 Query 126: 0.1879                  (=num_rel) docs. retrieved):
 Query 127: 0.1337                      Exact:        0.4000
 Query 128: 0.0805                                                                                    0.0
 Query 129: 0.3779
 Query 130: 0.7751
 Query 131: 0.6524
 Query 132: 0.0048
 Query 133: 0.1436
                                                                    Difference (average precision)




 Query 134: 1.0000                                                                                   −0.5
 Query 135: 0.1632
 Query 136: 0.7332
 Query 137: 0.1841
 Query 138: 0.9821
 Query 139: 0.1405                                                                                   −1.0
 Query 140: 0.3172                                                                                          91   100       110              120        130   140

                                                                                                                                 Topic number
Univ. Exeter, Bilingual German to Spanish, Auto, TD                                                                    Run exespgemgcntbi
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.7037                   Total number of documents
 Query 92: 0.4525                   over all queries
 Query 93: 0.2580                       Retrieved:    50000
                                                                                                     0.8
 Query 94: 0.1348                       Relevant:      2854
 Query 95: 0.1434                       Rel_ret:       2005
 Query 96: 0.4066
 Query 97: 0.7573                   Interpolated Recall -
 Query 98: 0.4520                   Precision Averages:                                              0.6
 Query 99: 0.0005                       at 0.00       0.7400
 Query 100: 0.4563                      at 0.10       0.5939
 Query 101: 0.0543                      at 0.20       0.5223




                                                                    Precision
 Query 102: 0.6056                      at 0.30       0.4254                                         0.4
 Query 103: 0.6885                      at 0.40       0.3941
 Query 104: 0.2206                      at 0.50       0.3536
 Query 105: 0.7202                      at 0.60       0.3199
 Query 106: 0.2230                      at 0.70       0.2911                                         0.2
 Query 107: 0.1132                      at 0.80       0.2165
 Query 108: 0.5638                      at 0.90       0.1608
 Query 109: 0.3593                      at 1.00       0.0769
 Query 110: 0.7022
                                                                                                     0.0
 Query 111: 0.0069                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.5789                  for all rel. documents
 Query 113: 0.0085                                    0.3542                                                                       Recall
 Query 114: 0.0376                  Precision:
 Query 115: 0.4219                    At    5 docs:   0.5040                                                           Run exespgemgcntbi
 Query 116: 0.1418                    At   10 docs:   0.4360
 Query 117: 0.4335                    At   15 docs:   0.3813                                                           Comparison to median by topic
 Query 118: 0.2244                    At   20 docs:   0.3560                                         +1.0
 Query 119: 0.7401                    At   30 docs:   0.3180
 Query 120: 0.1091                    At 100 docs:    0.2082
 Query 121: 0.6843                    At 200 docs:    0.1428
 Query 122: 0.1385                    At 500 docs:    0.0718
 Query 123: 0.8682                    At 1000 docs:   0.0401                                         +0.5
 Query 124: 0.1670
 Query 125: 0.3746                  R-Precision (prec. after R
 Query 126: 0.0281                  (=num_rel) docs. retrieved):
 Query 127: 0.0482                      Exact:        0.3570
 Query 128: 0.1825                                                                                    0.0
 Query 129: 0.2089
 Query 130: 0.7159
 Query 131: 0.2021
 Query 132: 0.0000
 Query 133: 0.0852
                                                                    Difference (average precision)




 Query 134: 0.7470                                                                                   −0.5
 Query 135: 0.7019
 Query 136: 0.7500
 Query 137: 0.0437
 Query 138: 0.9405
 Query 139: 0.0940                                                                                   −1.0
 Query 140: 0.0091                                                                                          91   100       110              120        130   140

                                                                                                                                 Topic number
Univ. Exeter, Bilingual Italian to Spanish, Auto, TD                                                                   Run exespitmgcntbi
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.2165                   Total number of documents
 Query 92: 0.4582                   over all queries
 Query 93: 0.2491                       Retrieved:    50000
                                                                                                     0.8
 Query 94: 0.1335                       Relevant:      2854
 Query 95: 0.1665                       Rel_ret:       2151
 Query 96: 0.1361
 Query 97: 0.7752                   Interpolated Recall -
 Query 98: 1.0000                   Precision Averages:                                              0.6
 Query 99: 0.0138                       at 0.00       0.6795
 Query 100: 0.4382                      at 0.10       0.5844
 Query 101: 0.0265                      at 0.20       0.5325




                                                                    Precision
 Query 102: 0.6629                      at 0.30       0.4701                                         0.4
 Query 103: 0.7030                      at 0.40       0.4373
 Query 104: 0.2221                      at 0.50       0.3934
 Query 105: 0.8114                      at 0.60       0.3492
 Query 106: 0.0151                      at 0.70       0.3103                                         0.2
 Query 107: 0.1864                      at 0.80       0.2485
 Query 108: 0.7704                      at 0.90       0.1873
 Query 109: 0.1959                      at 1.00       0.1178
 Query 110: 0.7630
                                                                                                     0.0
 Query 111: 0.0030                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.5324                  for all rel. documents
 Query 113: 0.0009                                    0.3788                                                                       Recall
 Query 114: 0.0283                  Precision:
 Query 115: 0.3505                    At    5 docs:   0.5160                                                           Run exespitmgcntbi
 Query 116: 0.7987                    At   10 docs:   0.4320
 Query 117: 0.1171                    At   15 docs:   0.4040                                                           Comparison to median by topic
 Query 118: 0.1548                    At   20 docs:   0.3710                                         +1.0
 Query 119: 0.6433                    At   30 docs:   0.3233
 Query 120: 0.1344                    At 100 docs:    0.2038
 Query 121: 0.6801                    At 200 docs:    0.1397
 Query 122: 0.0310                    At 500 docs:    0.0747
 Query 123: 0.8655                    At 1000 docs:   0.0430                                         +0.5
 Query 124: 0.3067
 Query 125: 0.6113                  R-Precision (prec. after R
 Query 126: 0.0553                  (=num_rel) docs. retrieved):
 Query 127: 0.2813                      Exact:        0.3811
 Query 128: 0.0225                                                                                    0.0
 Query 129: 0.3462
 Query 130: 0.7649
 Query 131: 0.0054
 Query 132: 0.0003
 Query 133: 0.4946
                                                                    Difference (average precision)




 Query 134: 1.0000                                                                                   −0.5
 Query 135: 0.1885
 Query 136: 0.6065
 Query 137: 0.1321
 Query 138: 0.9196
 Query 139: 0.4768                                                                                   −1.0
 Query 140: 0.4455                                                                                          91   100       110              120        130   140

                                                                                                                                 Topic number
Océ, Bilingual English to Spanish, Auto, TD                                                                            Run oce02en2esBF
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.6371                   Total number of documents
 Query 92: 0.2914                   over all queries
 Query 93: 0.2857                       Retrieved:    50000                                          0.8
 Query 94: 0.0929                       Relevant:      2854
 Query 95: 0.2641                       Rel_ret:       2063
 Query 96: 0.2760
 Query 97: 0.1520                   Interpolated Recall -                                            0.6
 Query 98: 0.4008                   Precision Averages:
 Query 99: 0.0422                       at 0.00       0.7017
 Query 100: 0.5525                      at 0.10       0.5516




                                                                    Precision
 Query 101: 0.0290                      at 0.20       0.4759
 Query 102: 0.7627                      at 0.30       0.3933                                         0.4
 Query 103: 0.5987                      at 0.40       0.3621
 Query 104: 0.2329                      at 0.50       0.3160
 Query 105: 0.5339                      at 0.60       0.2707
 Query 106: 0.1399                      at 0.70       0.2327                                         0.2
 Query 107: 0.0719                      at 0.80       0.1541
 Query 108: 0.3386                      at 0.90       0.1135
 Query 109: 0.0195                      at 1.00       0.0624
 Query 110: 0.6630                                                                                   0.0
 Query 111: 0.0140                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.5401                  for all rel. documents
 Query 113: 0.0026                                    0.3153                                                                       Recall
 Query 114: 0.0325                  Precision:
 Query 115: 0.1144                    At    5 docs:   0.4520                                                            Run oce02en2esBF
 Query 116: 0.5021                    At   10 docs:   0.3920                                                           Comparison to median by topic
 Query 117: 0.1220                    At   15 docs:   0.3587                                         +1.0
 Query 118: 0.0126                    At   20 docs:   0.3380
 Query 119: 0.6880                    At   30 docs:   0.3007
 Query 120: 0.4963                    At 100 docs:    0.1880
 Query 121: 0.6266                    At 200 docs:    0.1354
 Query 122: 0.1140                    At 500 docs:    0.0718
 Query 123: 0.8315                    At 1000 docs:   0.0413                                         +0.5
 Query 124: 0.0009
 Query 125: 0.0003                  R-Precision (prec. after R
 Query 126: 0.1537                  (=num_rel) docs. retrieved):
 Query 127: 0.6323                      Exact:        0.3212
 Query 128: 0.1408                                                                                    0.0
 Query 129: 0.2936
 Query 130: 0.7091
 Query 131: 0.2205
 Query 132: 0.0026
 Query 133: 0.0320
                                                                    Difference (average precision)




 Query 134: 0.9167                                                                                   −0.5
 Query 135: 0.4803
 Query 136: 0.7635
 Query 137: 0.0350
 Query 138: 0.6861
 Query 139: 0.0436                                                                                   −1.0
 Query 140: 0.1725                                                                                          91   100       110              120        130   140

                                                                                                                                 Topic number
Océ, Bilingual English to Spanish, Auto, TD                                                                            Run oce02en2esLO
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.6371                   Total number of documents
 Query 92: 0.4510                   over all queries
 Query 93: 0.2951                       Retrieved:    50000                                          0.8
 Query 94: 0.0749                       Relevant:      2854
 Query 95: 0.1707                       Rel_ret:       2218
 Query 96: 0.2754
 Query 97: 0.1915                   Interpolated Recall -                                            0.6
 Query 98: 0.4008                   Precision Averages:
 Query 99: 0.0471                       at 0.00       0.7988
 Query 100: 0.7626                      at 0.10       0.6617




                                                                    Precision
 Query 101: 0.0391                      at 0.20       0.5828
 Query 102: 0.7416                      at 0.30       0.4722                                         0.4
 Query 103: 0.6384                      at 0.40       0.4281
 Query 104: 0.2318                      at 0.50       0.3702
 Query 105: 0.5473                      at 0.60       0.3136
 Query 106: 0.2342                      at 0.70       0.2678                                         0.2
 Query 107: 0.0616                      at 0.80       0.1863
 Query 108: 0.5660                      at 0.90       0.1341
 Query 109: 0.1493                      at 1.00       0.0675
 Query 110: 0.6850                                                                                   0.0
 Query 111: 0.0147                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.5799                  for all rel. documents
 Query 113: 0.0119                                    0.3699                                                                       Recall
 Query 114: 0.0086                  Precision:
 Query 115: 0.2183                    At    5 docs:   0.5560                                                           Run oce02en2esLO
 Query 116: 0.6090                    At   10 docs:   0.4640                                                           Comparison to median by topic
 Query 117: 0.2754                    At   15 docs:   0.4280                                         +1.0
 Query 118: 0.2039                    At   20 docs:   0.3900
 Query 119: 0.7674                    At   30 docs:   0.3480
 Query 120: 0.5265                    At 100 docs:    0.2186
 Query 121: 0.6528                    At 200 docs:    0.1518
 Query 122: 0.0511                    At 500 docs:    0.0786
 Query 123: 0.8686                    At 1000 docs:   0.0444                                         +0.5
 Query 124: 0.0210
 Query 125: 0.4214                  R-Precision (prec. after R
 Query 126: 0.1909                  (=num_rel) docs. retrieved):
 Query 127: 0.6753                      Exact:        0.3635
 Query 128: 0.1034                                                                                    0.0
 Query 129: 0.1949
 Query 130: 0.7825
 Query 131: 0.6106
 Query 132: 0.0386
 Query 133: 0.0674
                                                                    Difference (average precision)




 Query 134: 0.7500                                                                                   −0.5
 Query 135: 0.4972
 Query 136: 0.7648
 Query 137: 0.1769
 Query 138: 0.8057
 Query 139: 0.0633                                                                                   −1.0
 Query 140: 0.3416                                                                                          91   100       110              120        130   140

                                                                                                                                 Topic number
TLR Research, Bilingual English to Spanish, Auto, TD                                                                       Run tlren2es
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.3149                   Total number of documents
 Query 92: 0.2512                   over all queries
 Query 93: 0.2536                       Retrieved:    50000                                          0.8
 Query 94: 0.0454                       Relevant:      2854
 Query 95: 0.2560                       Rel_ret:       1958
 Query 96: 0.0002
 Query 97: 0.2747                   Interpolated Recall -
                                                                                                     0.6
 Query 98: 0.5382                   Precision Averages:
 Query 99: 0.0082                       at 0.00       0.6436
 Query 100: 0.2237                      at 0.10       0.5192




                                                                    Precision
 Query 101: 0.0254                      at 0.20       0.4449
 Query 102: 0.8328                      at 0.30       0.3683                                         0.4
 Query 103: 0.6278                      at 0.40       0.3130
 Query 104: 0.2245                      at 0.50       0.2806
 Query 105: 0.8420                      at 0.60       0.2458
 Query 106: 0.0754                      at 0.70       0.2118                                         0.2
 Query 107: 0.0605                      at 0.80       0.1586
 Query 108: 0.4973                      at 0.90       0.0948
 Query 109: 0.2291                      at 1.00       0.0460
 Query 110: 0.8656
                                                                                                     0.0
 Query 111: 0.0417                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.4439                  for all rel. documents
 Query 113: 0.0080                                    0.2873                                                                       Recall
 Query 114: 0.1140                  Precision:
 Query 115: 0.2965                    At    5 docs:   0.4240                                                                Run tlren2es
 Query 116: 0.7003                    At   10 docs:   0.3840                                                           Comparison to median by topic
 Query 117: 0.0941                    At   15 docs:   0.3400
                                                                                                     +1.0
 Query 118: 0.0330                    At   20 docs:   0.3210
 Query 119: 0.7965                    At   30 docs:   0.2833
 Query 120: 0.0008                    At 100 docs:    0.1698
 Query 121: 0.0202                    At 200 docs:    0.1162
 Query 122: 0.0231                    At 500 docs:    0.0660
 Query 123: 0.7603                    At 1000 docs:   0.0392                                         +0.5
 Query 124: 0.5219
 Query 125: 0.4399                  R-Precision (prec. after R
 Query 126: 0.1240                  (=num_rel) docs. retrieved):
 Query 127: 0.3615                      Exact:        0.2857
 Query 128: 0.0373                                                                                    0.0
 Query 129: 0.0582
 Query 130: 0.6198
 Query 131: 0.6725
 Query 132: 0.0000
 Query 133: 0.0563
                                                                    Difference (average precision)




 Query 134: 0.2794                                                                                   −0.5
 Query 135: 0.0864
 Query 136: 0.8027
 Query 137: 0.1768
 Query 138: 0.0182
 Query 139: 0.0279                                                                                   −1.0
 Query 140: 0.3031                                                                                          91   100       110              120        130   140

                                                                                                                                 Topic number
Univ. Jaen/SINAI, Bilingual English to Spanish, Auto, TD                                                                  Run UJABISP
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.3315                   Total number of documents
 Query 92: 0.3148                   over all queries
 Query 93: 0.3196                       Retrieved:    50000                                          0.8
 Query 94: 0.1238                       Relevant:      2854
 Query 95: 0.1655                       Rel_ret:       2158
 Query 96: 0.1617
 Query 97: 0.1895                   Interpolated Recall -                                            0.6
 Query 98: 0.4410                   Precision Averages:
 Query 99: 0.1054                       at 0.00       0.6523
 Query 100: 0.6608                      at 0.10       0.5311




                                                                    Precision
 Query 101: 0.0247                      at 0.20       0.4669
 Query 102: 0.6541                      at 0.30       0.3973                                         0.4
 Query 103: 0.2524                      at 0.40       0.3611
 Query 104: 0.0461                      at 0.50       0.2973
 Query 105: 0.7533                      at 0.60       0.2426
 Query 106: 0.0094                      at 0.70       0.2029                                         0.2
 Query 107: 0.2832                      at 0.80       0.1501
 Query 108: 0.6927                      at 0.90       0.0999
 Query 109: 0.0172                      at 1.00       0.0574
 Query 110: 0.5792                                                                                   0.0
 Query 111: 0.0000                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.4685                  for all rel. documents
 Query 113: 0.0016                                    0.2991                                                                       Recall
 Query 114: 0.0963                  Precision:
 Query 115: 0.1991                    At    5 docs:   0.4120                                                               Run UJABISP
 Query 116: 0.7030                    At   10 docs:   0.3700                                                           Comparison to median by topic
 Query 117: 0.1997                    At   15 docs:   0.3600                                         +1.0
 Query 118: 0.3092                    At   20 docs:   0.3360
 Query 119: 0.6781                    At   30 docs:   0.2987
 Query 120: 0.2348                    At 100 docs:    0.1904
 Query 121: 0.5961                    At 200 docs:    0.1376
 Query 122: 0.0083                    At 500 docs:    0.0751
 Query 123: 0.8871                    At 1000 docs:   0.0432                                         +0.5
 Query 124: 0.0009
 Query 125: 0.0251                  R-Precision (prec. after R
 Query 126: 0.0001                  (=num_rel) docs. retrieved):
 Query 127: 0.6595                      Exact:        0.3141
 Query 128: 0.0546                                                                                    0.0
 Query 129: 0.2188
 Query 130: 0.5307
 Query 131: 0.5281
 Query 132: 0.0020
 Query 133: 0.0054
                                                                    Difference (average precision)




 Query 134: 0.3889                                                                                   −0.5
 Query 135: 0.1488
 Query 136: 0.3301
 Query 137: 0.1125
 Query 138: 0.3562
 Query 139: 0.5487                                                                                   −1.0
 Query 140: 0.5383                                                                                          91   100       110              120        130   140

                                                                                                                                 Topic number
Université de Neuchâtel, Bilingual English to Spanish, Auto, TD                                                          Run UniNEesBi
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.5751                   Total number of documents
 Query 92: 0.5209                   over all queries
 Query 93: 0.3725                       Retrieved:    50000                                          0.8
 Query 94: 0.6421                       Relevant:      2854
 Query 95: 0.4044                       Rel_ret:       2387
 Query 96: 0.3274
 Query 97: 0.2487                   Interpolated Recall -
                                                                                                     0.6
 Query 98: 1.0000                   Precision Averages:
 Query 99: 0.3639                       at 0.00       0.8446
 Query 100: 0.7595                      at 0.10       0.7058




                                                                    Precision
 Query 101: 0.3586                      at 0.20       0.6527
 Query 102: 0.6417                      at 0.30       0.5857                                         0.4
 Query 103: 0.8543                      at 0.40       0.5348
 Query 104: 0.1642                      at 0.50       0.4999
 Query 105: 0.8221                      at 0.60       0.4453
 Query 106: 0.2317                      at 0.70       0.3949                                         0.2
 Query 107: 0.0872                      at 0.80       0.3323
 Query 108: 0.7149                      at 0.90       0.2369
 Query 109: 0.0698                      at 1.00       0.1488
 Query 110: 0.7886                                                                                   0.0
 Query 111: 0.0210                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.5914                  for all rel. documents
 Query 113: 0.0019                                    0.4763                                                                       Recall
 Query 114: 0.3653                  Precision:
 Query 115: 0.4368                    At    5 docs:   0.6280                                                              Run UniNEesBi
 Query 116: 0.8233                    At   10 docs:   0.5420                                                           Comparison to median by topic
 Query 117: 0.2658                    At   15 docs:   0.5000
                                                                                                     +1.0
 Query 118: 0.0814                    At   20 docs:   0.4650
 Query 119: 0.8898                    At   30 docs:   0.4173
 Query 120: 0.4237                    At 100 docs:    0.2706
 Query 121: 0.6593                    At 200 docs:    0.1809
 Query 122: 0.0852                    At 500 docs:    0.0887
 Query 123: 0.9265                    At 1000 docs:   0.0477                                         +0.5
 Query 124: 0.2372
 Query 125: 0.5121                  R-Precision (prec. after R
 Query 126: 0.2048                  (=num_rel) docs. retrieved):
 Query 127: 0.7356                      Exact:        0.4664
 Query 128: 0.2399                                                                                    0.0
 Query 129: 0.3930
 Query 130: 0.0000
 Query 131: 0.0000
 Query 132: 0.8821
 Query 133: 0.0916
                                                                    Difference (average precision)




 Query 134: 1.0000                                                                                   −0.5
 Query 135: 0.8455
 Query 136: 0.8273
 Query 137: 0.3730
 Query 138: 0.9617
 Query 139: 0.5850                                                                                   −1.0
 Query 140: 0.4090                                                                                          91   100       110              120        130   140

                                                                                                                                 Topic number
Université de Neuchâtel, Bilingual English to Spanish, Auto, TD                                                         Run UniNEesBi2
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.4061                   Total number of documents
 Query 92: 0.5130                   over all queries
 Query 93: 0.3578                       Retrieved:    50000                                          0.8
 Query 94: 0.7358                       Relevant:      2854
 Query 95: 0.4071                       Rel_ret:       2374
 Query 96: 0.2635
 Query 97: 0.1192                   Interpolated Recall -
                                                                                                     0.6
 Query 98: 1.0000                   Precision Averages:
 Query 99: 0.3870                       at 0.00       0.8243
 Query 100: 0.7572                      at 0.10       0.6956




                                                                    Precision
 Query 101: 0.5474                      at 0.20       0.6472
 Query 102: 0.6767                      at 0.30       0.5949                                         0.4
 Query 103: 0.8402                      at 0.40       0.5328
 Query 104: 0.2460                      at 0.50       0.4957
 Query 105: 0.8228                      at 0.60       0.4489
 Query 106: 0.2160                      at 0.70       0.4002                                         0.2
 Query 107: 0.0879                      at 0.80       0.3400
 Query 108: 0.6709                      at 0.90       0.2393
 Query 109: 0.0497                      at 1.00       0.1532
 Query 110: 0.7478                                                                                   0.0
 Query 111: 0.0208                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.5844                  for all rel. documents
 Query 113: 0.0015                                    0.4786                                                                       Recall
 Query 114: 0.3261                  Precision:
 Query 115: 0.4114                    At    5 docs:   0.6320                                                             Run UniNEesBi2
 Query 116: 0.8234                    At   10 docs:   0.5460                                                           Comparison to median by topic
 Query 117: 0.2829                    At   15 docs:   0.4973
                                                                                                     +1.0
 Query 118: 0.0827                    At   20 docs:   0.4640
 Query 119: 0.9075                    At   30 docs:   0.4160
 Query 120: 0.3966                    At 100 docs:    0.2694
 Query 121: 0.6630                    At 200 docs:    0.1814
 Query 122: 0.0789                    At 500 docs:    0.0881
 Query 123: 0.9253                    At 1000 docs:   0.0475                                         +0.5
 Query 124: 0.2826
 Query 125: 0.6878                  R-Precision (prec. after R
 Query 126: 0.1988                  (=num_rel) docs. retrieved):
 Query 127: 0.7363                      Exact:        0.4633
 Query 128: 0.3156                                                                                    0.0
 Query 129: 0.3924
 Query 130: 0.0000
 Query 131: 0.0000
 Query 132: 0.8872
 Query 133: 0.0159
                                                                    Difference (average precision)




 Query 134: 1.0000                                                                                   −0.5
 Query 135: 0.8182
 Query 136: 0.8282
 Query 137: 0.3436
 Query 138: 0.9478
 Query 139: 0.7083                                                                                   −1.0
 Query 140: 0.4086                                                                                          91   100       110              120        130   140

                                                                                                                                 Topic number
Université de Neuchâtel, Bilingual English to Spanish, Auto, TD                                                         Run UniNEesBi3
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.5035                   Total number of documents
 Query 92: 0.5117                   over all queries
 Query 93: 0.3780                       Retrieved:    50000                                          0.8
 Query 94: 0.6361                       Relevant:      2854
 Query 95: 0.3763                       Rel_ret:       2354
 Query 96: 0.2229
 Query 97: 0.0203                   Interpolated Recall -
                                                                                                     0.6
 Query 98: 1.0000                   Precision Averages:
 Query 99: 0.4667                       at 0.00       0.7874
 Query 100: 0.7690                      at 0.10       0.7013




                                                                    Precision
 Query 101: 0.6000                      at 0.20       0.6452
 Query 102: 0.6343                      at 0.30       0.6012                                         0.4
 Query 103: 0.8185                      at 0.40       0.5413
 Query 104: 0.2468                      at 0.50       0.4996
 Query 105: 0.8232                      at 0.60       0.4498
 Query 106: 0.1615                      at 0.70       0.3999                                         0.2
 Query 107: 0.0938                      at 0.80       0.3359
 Query 108: 0.7040                      at 0.90       0.2379
 Query 109: 0.0663                      at 1.00       0.1508
 Query 110: 0.7460                                                                                   0.0
 Query 111: 0.0214                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.5921                  for all rel. documents
 Query 113: 0.0006                                    0.4784                                                                       Recall
 Query 114: 0.2930                  Precision:
 Query 115: 0.4117                    At    5 docs:   0.6360                                                             Run UniNEesBi3
 Query 116: 0.8391                    At   10 docs:   0.5400                                                           Comparison to median by topic
 Query 117: 0.2701                    At   15 docs:   0.4907
                                                                                                     +1.0
 Query 118: 0.1017                    At   20 docs:   0.4550
 Query 119: 0.9145                    At   30 docs:   0.4107
 Query 120: 0.4046                    At 100 docs:    0.2702
 Query 121: 0.7097                    At 200 docs:    0.1809
 Query 122: 0.0626                    At 500 docs:    0.0872
 Query 123: 0.9232                    At 1000 docs:   0.0471                                         +0.5
 Query 124: 0.3393
 Query 125: 0.4679                  R-Precision (prec. after R
 Query 126: 0.1927                  (=num_rel) docs. retrieved):
 Query 127: 0.7486                      Exact:        0.4661
 Query 128: 0.4949                                                                                    0.0
 Query 129: 0.4112
 Query 130: 0.0000
 Query 131: 0.0000
 Query 132: 0.8786
 Query 133: 0.0082
                                                                    Difference (average precision)




 Query 134: 1.0000                                                                                   −0.5
 Query 135: 0.8087
 Query 136: 0.8275
 Query 137: 0.3382
 Query 138: 0.9617
 Query 139: 0.7384                                                                                   −1.0
 Query 140: 0.3816                                                                                          91   100       110              120        130   140

                                                                                                                                 Topic number
JHU/APL, Bilingual English to Finnish, Auto, TD                                                                            Run aplbienfi
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 30 queries):                                                 1.0

 Query 92: 0.4844                   Total number of documents
 Query 94: 0.2279                   over all queries
 Query 95: 0.3692                       Retrieved:    30000                                          0.8
 Query 98: 0.0804                       Relevant:       502
 Query 100: 0.1882                      Rel_ret:        388
 Query 102: 0.9345
 Query 103: 0.1908                  Interpolated Recall -
 Query 105: 0.0711                  Precision Averages:                                              0.6
 Query 106: 0.0815                      at 0.00       0.3742
 Query 107: 0.0108                      at 0.10       0.3088
 Query 109: 0.0077                      at 0.20       0.2762




                                                                    Precision
 Query 111: 0.0003                      at 0.30       0.2489                                         0.4
 Query 114: 0.0435                      at 0.40       0.2294
 Query 115: 0.0052                      at 0.50       0.2143
 Query 116: 0.0005                      at 0.60       0.1764
 Query 118: 0.0080                      at 0.70       0.1610                                         0.2
 Query 119: 0.1435                      at 0.80       0.1543
 Query 122: 0.0869                      at 0.90       0.1194
 Query 123: 0.4500                      at 1.00       0.0935
 Query 124: 0.3997
                                                                                                     0.0
 Query 125: 0.0818                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 126: 0.5142                  for all rel. documents
 Query 128: 0.0214                                    0.2003                                                                       Recall
 Query 130: 0.4063                  Precision:
 Query 131: 0.0494                    At    5 docs:   0.2400                                                                Run aplbienfi
 Query 132: 1.0000                    At   10 docs:   0.2167
 Query 137: 0.0000                    At   15 docs:   0.1756                                                           Comparison to median by topic
 Query 138: 0.0115                    At   20 docs:   0.1683                                         +1.0
 Query 139: 0.0680                    At   30 docs:   0.1556
 Query 140: 0.0723                    At 100 docs:    0.0740
                                      At 200 docs:    0.0440
                                      At 500 docs:    0.0215
                                      At 1000 docs:   0.0129                                         +0.5

                                    R-Precision (prec. after R
                                    (=num_rel) docs. retrieved):
                                        Exact:        0.2134
                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            91   100       110              120        130   140

                                                                                                                                 Topic number
Univ. Tampere, Dept. IS, Bilingual English to Finnish, Auto, TD                                                              Run finbi2
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 30 queries):                                                 1.0

 Query 92: 0.0086                   Total number of documents
 Query 94: 0.2010                   over all queries
 Query 95: 0.0002                       Retrieved:    30000                                          0.8
 Query 98: 0.6441                       Relevant:       502
 Query 100: 0.0427                      Rel_ret:        348
 Query 102: 0.0231
 Query 103: 0.0314                  Interpolated Recall -
                                                                                                     0.6
 Query 105: 0.5292                  Precision Averages:
 Query 106: 0.0501                      at 0.00       0.4022
 Query 107: 0.0167                      at 0.10       0.3558




                                                                    Precision
 Query 109: 0.1784                      at 0.20       0.2916
 Query 111: 0.0544                      at 0.30       0.2557                                         0.4
 Query 114: 0.0045                      at 0.40       0.2182
 Query 115: 0.4461                      at 0.50       0.2077
 Query 116: 0.0000                      at 0.60       0.1793
 Query 118: 0.2302                      at 0.70       0.1340                                         0.2
 Query 119: 0.0067                      at 0.80       0.1150
 Query 122: 0.0245                      at 0.90       0.1081
 Query 123: 0.8333                      at 1.00       0.0944
 Query 124: 0.0549
                                                                                                     0.0
 Query 125: 0.1674                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 126: 0.1247                  for all rel. documents
 Query 128: 0.0009                                    0.2016                                                                       Recall
 Query 130: 0.3263                  Precision:
 Query 131: 0.0036                    At    5 docs:   0.2267                                                                     Run finbi2
 Query 132: 1.0000                    At   10 docs:   0.1700                                                           Comparison to median by topic
 Query 137: 0.0192                    At   15 docs:   0.1667
                                                                                                     +1.0
 Query 138: 0.0524                    At   20 docs:   0.1417
 Query 139: 0.7228                    At   30 docs:   0.1222
 Query 140: 0.2500                    At 100 docs:    0.0633
                                      At 200 docs:    0.0412
                                      At 500 docs:    0.0209
                                      At 1000 docs:   0.0116                                         +0.5

                                    R-Precision (prec. after R
                                    (=num_rel) docs. retrieved):
                                        Exact:        0.1790
                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            91   100       110              120        130   140

                                                                                                                                 Topic number
JHU/APL, Bilingual English to French, Auto, TD                                                                             Run aplbienfr
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.0147                   Total number of documents
 Query 92: 0.4854                   over all queries
 Query 93: 0.0002                       Retrieved:    50000                                          0.8
 Query 94: 0.6918                       Relevant:      1383
 Query 95: 0.3503                       Rel_ret:       1275
 Query 96: 0.3116
 Query 97: 0.1271                   Interpolated Recall -
 Query 98: 0.4177                   Precision Averages:                                              0.6
 Query 99: 0.0762                       at 0.00       0.6485
 Query 100: 0.4398                      at 0.10       0.5657
 Query 101: 0.3891                      at 0.20       0.5138




                                                                    Precision
 Query 102: 0.7328                      at 0.30       0.4601                                         0.4
 Query 103: 0.1810                      at 0.40       0.3938
 Query 104: 0.5869                      at 0.50       0.3700
 Query 105: 0.8333                      at 0.60       0.3170
 Query 106: 0.1794                      at 0.70       0.2710                                         0.2
 Query 107: 0.3031                      at 0.80       0.2218
 Query 108: 0.4054                      at 0.90       0.1595
 Query 109: 0.0512                      at 1.00       0.0963
 Query 110: 0.3908
                                                                                                     0.0
 Query 111: 0.1564                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.4156                  for all rel. documents
 Query 113: 0.0293                                    0.3505                                                                       Recall
 Query 114: 0.3867                  Precision:
 Query 115: 0.6444                    At    5 docs:   0.4000                                                               Run aplbienfr
 Query 116: 0.0146                    At   10 docs:   0.3620
 Query 117: 0.0691                    At   15 docs:   0.3373                                                           Comparison to median by topic
 Query 118: 0.0129                    At   20 docs:   0.3130                                         +1.0
 Query 119: 0.9371                    At   30 docs:   0.2800
 Query 120: 0.0069                    At 100 docs:    0.1630
 Query 121: 0.2500                    At 200 docs:    0.0970
 Query 122: 0.5799                    At 500 docs:    0.0460
 Query 123: 0.3667                    At 1000 docs:   0.0255                                         +0.5
 Query 124: 0.1593
 Query 125: 0.4274                  R-Precision (prec. after R
 Query 126: 0.7119                  (=num_rel) docs. retrieved):
 Query 127: 0.1895                      Exact:        0.3144
 Query 128: 0.0516                                                                                    0.0
 Query 129: 0.4381
 Query 130: 0.6850
 Query 131: 0.6292
 Query 132: 0.2472
 Query 133: 0.0013
                                                                    Difference (average precision)




 Query 134: 0.4038                                                                                   −0.5
 Query 135: 0.7455
 Query 136: 0.0000
 Query 137: 0.3568
 Query 138: 0.7449
 Query 139: 0.3121                                                                                   −1.0
 Query 140: 0.5821                                                                                          91   100       110              120        130   140

                                                                                                                                 Topic number
Univ. Tampere, Dept. IS, Bilingual English to French, Auto, TD                                                               Run bifren
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.0037                   Total number of documents
 Query 92: 0.0004                   over all queries
 Query 93: 1.0000                       Retrieved:    50000                                          0.8
 Query 94: 0.0012                       Relevant:      1383
 Query 95: 0.0053                       Rel_ret:        733
 Query 96: 0.1797
 Query 97: 0.1190                   Interpolated Recall -
                                                                                                     0.6
 Query 98: 0.1111                   Precision Averages:
 Query 99: 0.0084                       at 0.00       0.4483
 Query 100: 0.2931                      at 0.10       0.4038




                                                                    Precision
 Query 101: 0.0000                      at 0.20       0.3311
 Query 102: 0.6405                      at 0.30       0.2916                                         0.4
 Query 103: 0.1733                      at 0.40       0.2569
 Query 104: 0.0095                      at 0.50       0.2392
 Query 105: 0.2429                      at 0.60       0.2237
 Query 106: 0.0118                      at 0.70       0.1809                                         0.2
 Query 107: 0.0011                      at 0.80       0.1530
 Query 108: 0.0965                      at 0.90       0.1293
 Query 109: 0.3889                      at 1.00       0.1167
 Query 110: 0.4081
                                                                                                     0.0
 Query 111: 0.0065                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.2839                  for all rel. documents
 Query 113: 0.0066                                    0.2386                                                                       Recall
 Query 114: 0.3087                  Precision:
 Query 115: 0.5316                    At    5 docs:   0.2240                                                                     Run bifren
 Query 116: 0.5315                    At   10 docs:   0.1900                                                           Comparison to median by topic
 Query 117: 0.0093                    At   15 docs:   0.1640
                                                                                                     +1.0
 Query 118: 0.0811                    At   20 docs:   0.1490
 Query 119: 0.0535                    At   30 docs:   0.1213
 Query 120: 0.0027                    At 100 docs:    0.0630
 Query 121: 1.0000                    At 200 docs:    0.0428
 Query 122: 0.0510                    At 500 docs:    0.0245
 Query 123: 1.0000                    At 1000 docs:   0.0147                                         +0.5
 Query 124: 0.0066
 Query 125: 0.0563                  R-Precision (prec. after R
 Query 126: 0.3775                  (=num_rel) docs. retrieved):
 Query 127: 0.0057                      Exact:        0.2452
 Query 128: 0.0016                                                                                    0.0
 Query 129: 0.0265
 Query 130: 0.5302
 Query 131: 0.2183
 Query 132: 0.5040
 Query 133: 0.0006
                                                                    Difference (average precision)




 Query 134: 1.0000                                                                                   −0.5
 Query 135: 0.0482
 Query 136: 1.0000
 Query 137: 0.0592
 Query 138: 0.0001
 Query 139: 0.0377                                                                                   −1.0
 Query 140: 0.4952                                                                                          91   100       110              120        130   140

                                                                                                                                 Topic number
Univ. of Ca. at Berkeley 1, Bilingual English to French, Auto, TD                                                         Run BKBIEF1
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.0793                   Total number of documents
 Query 92: 0.5275                   over all queries
 Query 93: 1.0000                       Retrieved:    50000                                          0.8
 Query 94: 0.6184                       Relevant:      1383
 Query 95: 0.4030                       Rel_ret:       1285
 Query 96: 0.5485
 Query 97: 0.5871                   Interpolated Recall -
                                                                                                     0.6
 Query 98: 1.0000                   Precision Averages:
 Query 99: 0.4073                       at 0.00       0.6808
 Query 100: 0.3016                      at 0.10       0.6284




                                                                    Precision
 Query 101: 0.1121                      at 0.20       0.5642
 Query 102: 0.5103                      at 0.30       0.5210                                         0.4
 Query 103: 0.4025                      at 0.40       0.4962
 Query 104: 0.0594                      at 0.50       0.4702
 Query 105: 0.3611                      at 0.60       0.4260
 Query 106: 0.2939                      at 0.70       0.3713                                         0.2
 Query 107: 0.0022                      at 0.80       0.3302
 Query 108: 0.3641                      at 0.90       0.2626
 Query 109: 0.0220                      at 1.00       0.1868
 Query 110: 0.6779                                                                                   0.0
 Query 111: 0.3815                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.4588                  for all rel. documents
 Query 113: 0.0033                                    0.4312                                                                       Recall
 Query 114: 0.5614                  Precision:
 Query 115: 0.4917                    At    5 docs:   0.4840                                                               Run BKBIEF1
 Query 116: 0.6177                    At   10 docs:   0.4360                                                           Comparison to median by topic
 Query 117: 0.1961                    At   15 docs:   0.3827
                                                                                                     +1.0
 Query 118: 0.1498                    At   20 docs:   0.3550
 Query 119: 0.9126                    At   30 docs:   0.3060
 Query 120: 0.0379                    At 100 docs:    0.1740
 Query 121: 0.5000                    At 200 docs:    0.1045
 Query 122: 0.5236                    At 500 docs:    0.0482
 Query 123: 0.7000                    At 1000 docs:   0.0257                                         +0.5
 Query 124: 0.0601
 Query 125: 0.2633                  R-Precision (prec. after R
 Query 126: 0.3976                  (=num_rel) docs. retrieved):
 Query 127: 0.7429                      Exact:        0.4210
 Query 128: 0.0209                                                                                    0.0
 Query 129: 0.5267
 Query 130: 0.5233
 Query 131: 0.5414
 Query 132: 0.2294
 Query 133: 0.0019
                                                                    Difference (average precision)




 Query 134: 0.8095                                                                                   −0.5
 Query 135: 0.7787
 Query 136: 1.0000
 Query 137: 0.0034
 Query 138: 0.5668
 Query 139: 0.4784                                                                                   −1.0
 Query 140: 0.8008                                                                                          91   100       110              120        130   140

                                                                                                                                 Topic number
Univ. of Ca. at Berkeley 1, Bilingual English to French, Auto, TDN                                                         Run BKBIEF2
 Average precision                  Overall statistics                                                                    Recall−Precision Values
 (individual queries):              (for 50 queries):                                                  1.0

 Query 91: 0.0247                   Total number of documents
 Query 92: 0.0001                   over all queries
 Query 93: 0.0000                       Retrieved:    50000                                           0.8
 Query 94: 0.0000                       Relevant:      1383
 Query 95: 0.0001                       Rel_ret:        162
 Query 96: 0.0190
 Query 97: 0.0000                   Interpolated Recall -
                                                                                                      0.6
 Query 98: 0.4623                   Precision Averages:
 Query 99: 0.0000                       at 0.00       0.0840
 Query 100: 0.0001                      at 0.10       0.0795




                                                                     Precision
 Query 101: 0.0000                      at 0.20       0.0695
 Query 102: 0.0075                      at 0.30       0.0693                                          0.4
 Query 103: 0.0000                      at 0.40       0.0672
 Query 104: 0.0000                      at 0.50       0.0669
 Query 105: 0.0000                      at 0.60       0.0612
 Query 106: 0.0000                      at 0.70       0.0481                                          0.2
 Query 107: 0.0003                      at 0.80       0.0411
 Query 108: 0.0000                      at 0.90       0.0242
 Query 109: 0.0006                      at 1.00       0.0188
 Query 110: 0.5964                                                                                    0.0
 Query 111: 0.0024                  Avg. prec. (non-interpolated)                                       0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.3502                  for all rel. documents
 Query 113: 0.0000                                    0.0513                                                                        Recall
 Query 114: 0.0001                  Precision:
 Query 115: 0.0231                    At    5 docs:   0.0400                                                                Run BKBIEF2
 Query 116: 0.0020                    At   10 docs:   0.0500                                                            Comparison to median by topic
 Query 117: 0.0000                    At   15 docs:   0.0533
                                                                                                      +1.0
 Query 118: 0.0000                    At   20 docs:   0.0520
 Query 119: 0.0000                    At   30 docs:   0.0440
 Query 120: 0.0000                    At 100 docs:    0.0184
 Query 121: 0.1250                    At 200 docs:    0.0107
 Query 122: 0.0000                    At 500 docs:    0.0056
 Query 123: 0.0409                    At 1000 docs:   0.0032                                          +0.5
 Query 124: 0.0000
 Query 125: 0.0000                  R-Precision (prec. after R
 Query 126: 0.0012                  (=num_rel) docs. retrieved):
 Query 127: 0.4039                      Exact:        0.0488
 Query 128: 0.0000                                                                                     0.0
 Query 129: 0.0000
 Query 130: 0.5002
 Query 131: 0.0000
 Query 132: 0.0009
 Query 133: 0.0000
                                                                     Difference (average precision)




 Query 134: 0.0015                                                                                    −0.5
 Query 135: 0.0000
 Query 136: 0.0000
 Query 137: 0.0000
 Query 138: 0.0000
 Query 139: 0.0000                                                                                    −1.0
 Query 140: 0.0001                                                                                           91   100       110              120        130   140

                                                                                                                                  Topic number
Univ. of Ca. at Berkeley 1, Bilingual German to French, Auto, TD                                                          Run BKBIGF1
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.1870                   Total number of documents
 Query 92: 0.4277                   over all queries
 Query 93: 1.0000                       Retrieved:    50000                                          0.8
 Query 94: 0.6522                       Relevant:      1383
 Query 95: 0.2894                       Rel_ret:       1303
 Query 96: 0.5531
 Query 97: 0.3971                   Interpolated Recall -
                                                                                                     0.6
 Query 98: 1.0000                   Precision Averages:
 Query 99: 0.0599                       at 0.00       0.6759
 Query 100: 0.3820                      at 0.10       0.6271




                                                                    Precision
 Query 101: 0.2519                      at 0.20       0.5582
 Query 102: 0.5407                      at 0.30       0.4818                                         0.4
 Query 103: 0.4030                      at 0.40       0.4589
 Query 104: 0.1743                      at 0.50       0.4389
 Query 105: 0.2101                      at 0.60       0.3986
 Query 106: 0.4205                      at 0.70       0.3428                                         0.2
 Query 107: 0.0000                      at 0.80       0.2972
 Query 108: 0.3559                      at 0.90       0.2330
 Query 109: 0.2614                      at 1.00       0.1686
 Query 110: 0.6653
                                                                                                     0.0
 Query 111: 0.2236                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.4618                  for all rel. documents
 Query 113: 0.4889                                    0.4100                                                                       Recall
 Query 114: 0.5133                  Precision:
 Query 115: 0.2167                    At    5 docs:   0.4560                                                              Run BKBIGF1
 Query 116: 0.5027                    At   10 docs:   0.4180                                                           Comparison to median by topic
 Query 117: 0.1586                    At   15 docs:   0.3680
                                                                                                     +1.0
 Query 118: 0.1678                    At   20 docs:   0.3330
 Query 119: 0.8818                    At   30 docs:   0.2953
 Query 120: 0.0352                    At 100 docs:    0.1704
 Query 121: 0.1111                    At 200 docs:    0.1044
 Query 122: 0.4206                    At 500 docs:    0.0490
 Query 123: 0.8333                    At 1000 docs:   0.0261                                         +0.5
 Query 124: 0.4572
 Query 125: 0.4137                  R-Precision (prec. after R
 Query 126: 0.0129                  (=num_rel) docs. retrieved):
 Query 127: 0.7410                      Exact:        0.3854
 Query 128: 0.0285                                                                                    0.0
 Query 129: 0.3167
 Query 130: 0.6185
 Query 131: 0.5420
 Query 132: 0.0011
 Query 133: 0.0096
                                                                    Difference (average precision)




 Query 134: 0.7917                                                                                   −0.5
 Query 135: 0.7457
 Query 136: 1.0000
 Query 137: 0.0000
 Query 138: 0.6550
 Query 139: 0.2002                                                                                   −1.0
 Query 140: 0.7203                                                                                          91   100       110              120        130   140

                                                                                                                                 Topic number
Univ. of Ca. at Berkeley 1, Bilingual Russian to French, Auto, TD                                                         Run BKBIRF1
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.1216                   Total number of documents
 Query 92: 0.4667                   over all queries
 Query 93: 0.0000                       Retrieved:    50000                                          0.8
 Query 94: 0.6266                       Relevant:      1383
 Query 95: 0.4330                       Rel_ret:       1211
 Query 96: 0.3932
 Query 97: 0.0027                   Interpolated Recall -
                                                                                                     0.6
 Query 98: 0.7178                   Precision Averages:
 Query 99: 0.0067                       at 0.00       0.5686
 Query 100: 0.6117                      at 0.10       0.5117




                                                                    Precision
 Query 101: 0.4298                      at 0.20       0.4726
 Query 102: 0.2861                      at 0.30       0.4312                                         0.4
 Query 103: 0.5713                      at 0.40       0.3841
 Query 104: 0.0361                      at 0.50       0.3312
 Query 105: 0.4167                      at 0.60       0.3022
 Query 106: 0.3731                      at 0.70       0.2656                                         0.2
 Query 107: 0.0000                      at 0.80       0.2283
 Query 108: 0.3881                      at 0.90       0.1674
 Query 109: 0.0690                      at 1.00       0.1093
 Query 110: 0.6570                                                                                   0.0
 Query 111: 0.0186                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.4114                  for all rel. documents
 Query 113: 0.0463                                    0.3276                                                                       Recall
 Query 114: 0.2790                  Precision:
 Query 115: 0.4623                    At    5 docs:   0.3760                                                               Run BKBIRF1
 Query 116: 0.0082                    At   10 docs:   0.3560                                                           Comparison to median by topic
 Query 117: 0.2124                    At   15 docs:   0.3200
                                                                                                     +1.0
 Query 118: 0.5494                    At   20 docs:   0.3000
 Query 119: 0.9153                    At   30 docs:   0.2667
 Query 120: 0.0040                    At 100 docs:    0.1572
 Query 121: 0.1111                    At 200 docs:    0.0962
 Query 122: 0.5396                    At 500 docs:    0.0451
 Query 123: 0.8333                    At 1000 docs:   0.0242                                         +0.5
 Query 124: 0.0150
 Query 125: 0.0123                  R-Precision (prec. after R
 Query 126: 0.0154                  (=num_rel) docs. retrieved):
 Query 127: 0.3156                      Exact:        0.2895
 Query 128: 0.0306                                                                                    0.0
 Query 129: 0.4876
 Query 130: 0.5920
 Query 131: 0.5297
 Query 132: 0.4299
 Query 133: 0.0000
                                                                    Difference (average precision)




 Query 134: 0.4189                                                                                   −0.5
 Query 135: 0.8255
 Query 136: 0.0097
 Query 137: 0.0014
 Query 138: 0.6493
 Query 139: 0.2523                                                                                   −1.0
 Query 140: 0.7976                                                                                          91   100       110              120        130   140

                                                                                                                                 Topic number
Univ. of Ca. at Berkeley 2, Bilingual German to French, Auto, TD                                                         Run bky2bidefr
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.2053                   Total number of documents
 Query 92: 0.3751                   over all queries
 Query 93: 0.9267                       Retrieved:    50000
                                                                                                     0.8
 Query 94: 0.0789                       Relevant:      1383
 Query 95: 0.0006                       Rel_ret:       1160
 Query 96: 0.4836
 Query 97: 0.4286                   Interpolated Recall -
 Query 98: 0.2377                   Precision Averages:                                              0.6
 Query 99: 0.0742                       at 0.00       0.6765
 Query 100: 0.3428                      at 0.10       0.6096
 Query 101: 0.0643                      at 0.20       0.5740




                                                                    Precision
 Query 102: 0.6378                      at 0.30       0.5110                                         0.4
 Query 103: 0.6392                      at 0.40       0.4696
 Query 104: 0.1214                      at 0.50       0.4391
 Query 105: 0.0742                      at 0.60       0.4026
 Query 106: 0.3903                      at 0.70       0.3344                                         0.2
 Query 107: 0.0981                      at 0.80       0.2908
 Query 108: 0.3686                      at 0.90       0.2350
 Query 109: 0.6970                      at 1.00       0.1692
 Query 110: 0.7846
                                                                                                     0.0
 Query 111: 0.1618                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.6052                  for all rel. documents
 Query 113: 0.4867                                    0.4124                                                                       Recall
 Query 114: 0.5556                  Precision:
 Query 115: 0.0273                    At    5 docs:   0.4440                                                              Run bky2bidefr
 Query 116: 0.6827                    At   10 docs:   0.4120
 Query 117: 0.1770                    At   15 docs:   0.3627                                                           Comparison to median by topic
 Query 118: 0.1099                    At   20 docs:   0.3320                                         +1.0
 Query 119: 0.8636                    At   30 docs:   0.2960
 Query 120: 0.0332                    At 100 docs:    0.1654
 Query 121: 1.0000                    At 200 docs:    0.0971
 Query 122: 0.6504                    At 500 docs:    0.0441
 Query 123: 0.8333                    At 1000 docs:   0.0232                                         +0.5
 Query 124: 0.5744
 Query 125: 0.3441                  R-Precision (prec. after R
 Query 126: 0.0526                  (=num_rel) docs. retrieved):
 Query 127: 0.6405                      Exact:        0.4027
 Query 128: 0.1039                                                                                    0.0
 Query 129: 0.0984
 Query 130: 0.5558
 Query 131: 0.5171
 Query 132: 0.0000
 Query 133: 0.0879
                                                                    Difference (average precision)




 Query 134: 1.0000                                                                                   −0.5
 Query 135: 0.7927
 Query 136: 1.0000
 Query 137: 0.0567
 Query 138: 0.6300
 Query 139: 0.3313                                                                                   −1.0
 Query 140: 0.6205                                                                                          91   100       110              120        130   140

                                                                                                                                 Topic number
Univ. of Ca. at Berkeley 2, Bilingual English to French, Auto, TD                                                        Run bky2bienfr
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.0063                   Total number of documents
 Query 92: 0.4362                   over all queries
 Query 93: 0.9267                       Retrieved:    50000
                                                                                                     0.8
 Query 94: 0.5993                       Relevant:      1383
 Query 95: 0.4321                       Rel_ret:       1319
 Query 96: 0.5522
 Query 97: 0.5303                   Interpolated Recall -
 Query 98: 0.9086                   Precision Averages:                                              0.6
 Query 99: 0.5227                       at 0.00       0.7379
 Query 100: 0.3223                      at 0.10       0.6933
 Query 101: 0.1093                      at 0.20       0.6234




                                                                    Precision
 Query 102: 0.6397                      at 0.30       0.5782                                         0.4
 Query 103: 0.6507                      at 0.40       0.5475
 Query 104: 0.1576                      at 0.50       0.5090
 Query 105: 0.3125                      at 0.60       0.4731
 Query 106: 0.3429                      at 0.70       0.4200                                         0.2
 Query 107: 0.1340                      at 0.80       0.3730
 Query 108: 0.3496                      at 0.90       0.2898
 Query 109: 0.0618                      at 1.00       0.2088
 Query 110: 0.7515
                                                                                                     0.0
 Query 111: 0.1209                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.5983                  for all rel. documents
 Query 113: 0.0006                                    0.4773                                                                       Recall
 Query 114: 0.5480                  Precision:
 Query 115: 0.5733                    At    5 docs:   0.5200                                                              Run bky2bienfr
 Query 116: 0.6775                    At   10 docs:   0.4560
 Query 117: 0.3392                    At   15 docs:   0.4173                                                           Comparison to median by topic
 Query 118: 0.1237                    At   20 docs:   0.3840                                         +1.0
 Query 119: 0.8950                    At   30 docs:   0.3373
 Query 120: 0.0332                    At 100 docs:    0.1810
 Query 121: 1.0000                    At 200 docs:    0.1103
 Query 122: 0.6558                    At 500 docs:    0.0501
 Query 123: 0.8333                    At 1000 docs:   0.0264                                         +0.5
 Query 124: 0.3011
 Query 125: 0.2420                  R-Precision (prec. after R
 Query 126: 0.3941                  (=num_rel) docs. retrieved):
 Query 127: 0.8043                      Exact:        0.4610
 Query 128: 0.0550                                                                                    0.0
 Query 129: 0.5081
 Query 130: 0.5365
 Query 131: 0.5807
 Query 132: 0.3917
 Query 133: 0.3389
                                                                    Difference (average precision)




 Query 134: 1.0000                                                                                   −0.5
 Query 135: 0.8125
 Query 136: 1.0000
 Query 137: 0.0674
 Query 138: 0.3521
 Query 139: 0.5105                                                                                   −1.0
 Query 140: 0.8242                                                                                          91   100       110              120        130   140

                                                                                                                                 Topic number
Univ. of Ca. at Berkeley 2, Bilingual English to French, Auto, TD                                                        Run bky2bienfr2
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.0050                   Total number of documents
 Query 92: 0.4192                   over all queries
 Query 93: 0.9267                       Retrieved:    50000
                                                                                                     0.8
 Query 94: 0.6779                       Relevant:      1383
 Query 95: 0.4523                       Rel_ret:       1311
 Query 96: 0.5089
 Query 97: 0.5143                   Interpolated Recall -
 Query 98: 0.9086                   Precision Averages:                                              0.6
 Query 99: 0.6064                       at 0.00       0.7290
 Query 100: 0.2979                      at 0.10       0.6764
 Query 101: 0.3299                      at 0.20       0.6173




                                                                    Precision
 Query 102: 0.6591                      at 0.30       0.5758                                         0.4
 Query 103: 0.6796                      at 0.40       0.5490
 Query 104: 0.1195                      at 0.50       0.5224
 Query 105: 0.3125                      at 0.60       0.4740
 Query 106: 0.3469                      at 0.70       0.4094                                         0.2
 Query 107: 0.1574                      at 0.80       0.3638
 Query 108: 0.3744                      at 0.90       0.2901
 Query 109: 0.1201                      at 1.00       0.1985
 Query 110: 0.7063
                                                                                                     0.0
 Query 111: 0.1797                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.6150                  for all rel. documents
 Query 113: 0.0043                                    0.4744                                                                       Recall
 Query 114: 0.5542                  Precision:
 Query 115: 0.6884                    At    5 docs:   0.5160                                                             Run bky2bienfr2
 Query 116: 0.7961                    At   10 docs:   0.4700
 Query 117: 0.2720                    At   15 docs:   0.4360                                                           Comparison to median by topic
 Query 118: 0.1449                    At   20 docs:   0.3910                                         +1.0
 Query 119: 0.9072                    At   30 docs:   0.3440
 Query 120: 0.0377                    At 100 docs:    0.1834
 Query 121: 0.5000                    At 200 docs:    0.1096
 Query 122: 0.6513                    At 500 docs:    0.0500
 Query 123: 0.8333                    At 1000 docs:   0.0262                                         +0.5
 Query 124: 0.2594
 Query 125: 0.3422                  R-Precision (prec. after R
 Query 126: 0.3673                  (=num_rel) docs. retrieved):
 Query 127: 0.8229                      Exact:        0.4462
 Query 128: 0.1242                                                                                    0.0
 Query 129: 0.4737
 Query 130: 0.5129
 Query 131: 0.5983
 Query 132: 0.2453
 Query 133: 0.1190
                                                                    Difference (average precision)




 Query 134: 1.0000                                                                                   −0.5
 Query 135: 0.8277
 Query 136: 1.0000
 Query 137: 0.0344
 Query 138: 0.3477
 Query 139: 0.5063                                                                                   −1.0
 Query 140: 0.8307                                                                                          91   100       110              120        130   140

                                                                                                                                 Topic number
TLR Research, Bilingual English to French, Auto, TD                                                                         Run tlren2fr
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.1037                   Total number of documents
 Query 92: 0.1606                   over all queries
 Query 93: 0.0000                       Retrieved:    50000                                          0.8
 Query 94: 0.0624                       Relevant:      1383
 Query 95: 0.1272                       Rel_ret:       1125
 Query 96: 0.0097
 Query 97: 0.2575                   Interpolated Recall -
                                                                                                     0.6
 Query 98: 0.6905                   Precision Averages:
 Query 99: 0.3639                       at 0.00       0.6422
 Query 100: 0.1179                      at 0.10       0.5340




                                                                    Precision
 Query 101: 0.1546                      at 0.20       0.4764
 Query 102: 0.6619                      at 0.30       0.4280                                         0.4
 Query 103: 0.5452                      at 0.40       0.3662
 Query 104: 0.3567                      at 0.50       0.3210
 Query 105: 0.3088                      at 0.60       0.2782
 Query 106: 0.0439                      at 0.70       0.2319                                         0.2
 Query 107: 0.0886                      at 0.80       0.1825
 Query 108: 0.2067                      at 0.90       0.1364
 Query 109: 0.3908                      at 1.00       0.1020
 Query 110: 0.6097
                                                                                                     0.0
 Query 111: 0.2078                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.3773                  for all rel. documents
 Query 113: 0.0025                                    0.3198                                                                       Recall
 Query 114: 0.4085                  Precision:
 Query 115: 0.6690                    At    5 docs:   0.3560                                                                Run tlren2fr
 Query 116: 0.3772                    At   10 docs:   0.3240                                                           Comparison to median by topic
 Query 117: 0.1613                    At   15 docs:   0.2800
                                                                                                     +1.0
 Query 118: 0.0025                    At   20 docs:   0.2530
 Query 119: 0.7556                    At   30 docs:   0.2147
 Query 120: 0.0003                    At 100 docs:    0.1234
 Query 121: 1.0000                    At 200 docs:    0.0798
 Query 122: 0.1207                    At 500 docs:    0.0402
 Query 123: 1.0000                    At 1000 docs:   0.0225                                         +0.5
 Query 124: 0.5758
 Query 125: 0.3519                  R-Precision (prec. after R
 Query 126: 0.4152                  (=num_rel) docs. retrieved):
 Query 127: 0.5707                      Exact:        0.3440
 Query 128: 0.0146                                                                                    0.0
 Query 129: 0.0141
 Query 130: 0.4319
 Query 131: 0.6547
 Query 132: 0.2681
 Query 133: 0.0588
                                                                    Difference (average precision)




 Query 134: 0.6250                                                                                   −0.5
 Query 135: 0.0678
 Query 136: 1.0000
 Query 137: 0.0120
 Query 138: 0.1306
 Query 139: 0.0284                                                                                   −1.0
 Query 140: 0.4260                                                                                          91   100       110              120        130   140

                                                                                                                                 Topic number
Univ. Jaen/SINAI, Bilingual English to French, Auto, TD                                                                   Run UJABIFR
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.0115                   Total number of documents
 Query 92: 0.3871                   over all queries
 Query 93: 0.9267                       Retrieved:    50000                                          0.8
 Query 94: 0.0705                       Relevant:      1383
 Query 95: 0.3351                       Rel_ret:       1214
 Query 96: 0.3679
 Query 97: 0.3537                   Interpolated Recall -                                            0.6
 Query 98: 0.8017                   Precision Averages:
 Query 99: 0.0666                       at 0.00       0.6684
 Query 100: 0.5449                      at 0.10       0.5586




                                                                    Precision
 Query 101: 0.1756                      at 0.20       0.4917
 Query 102: 0.7175                      at 0.30       0.4348                                         0.4
 Query 103: 0.4591                      at 0.40       0.4033
 Query 104: 0.0229                      at 0.50       0.3668
 Query 105: 0.4167                      at 0.60       0.3185
 Query 106: 0.2135                      at 0.70       0.2647                                         0.2
 Query 107: 0.1217                      at 0.80       0.2120
 Query 108: 0.2653                      at 0.90       0.1530
 Query 109: 0.0859                      at 1.00       0.1186
 Query 110: 0.6831                                                                                   0.0
 Query 111: 0.0633                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.3668                  for all rel. documents
 Query 113: 0.0000                                    0.3467                                                                       Recall
 Query 114: 0.3048                  Precision:
 Query 115: 0.1106                    At    5 docs:   0.4200                                                               Run UJABIFR
 Query 116: 0.5537                    At   10 docs:   0.3500                                                           Comparison to median by topic
 Query 117: 0.3450                    At   15 docs:   0.3227                                         +1.0
 Query 118: 0.0942                    At   20 docs:   0.2880
 Query 119: 0.7593                    At   30 docs:   0.2533
 Query 120: 0.0112                    At 100 docs:    0.1350
 Query 121: 0.3333                    At 200 docs:    0.0858
 Query 122: 0.1932                    At 500 docs:    0.0439
 Query 123: 1.0000                    At 1000 docs:   0.0243                                         +0.5
 Query 124: 0.0893
 Query 125: 0.1347                  R-Precision (prec. after R
 Query 126: 0.5526                  (=num_rel) docs. retrieved):
 Query 127: 0.4617                      Exact:        0.3365
 Query 128: 0.1391                                                                                    0.0
 Query 129: 0.1413
 Query 130: 0.4948
 Query 131: 0.3666
 Query 132: 0.4491
 Query 133: 0.0794
                                                                    Difference (average precision)




 Query 134: 1.0000                                                                                   −0.5
 Query 135: 0.3977
 Query 136: 1.0000
 Query 137: 0.0056
 Query 138: 0.0948
 Query 139: 0.2001                                                                                   −1.0
 Query 140: 0.5673                                                                                          91   100       110              120        130   140

                                                                                                                                 Topic number
Université de Neuchâtel, Bilingual English to French, Auto, TD                                                           Run UniNEfrBi
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.0035                   Total number of documents
 Query 92: 0.3965                   over all queries
 Query 93: 1.0000                       Retrieved:    50000                                          0.8
 Query 94: 0.6254                       Relevant:      1383
 Query 95: 0.4008                       Rel_ret:       1214
 Query 96: 0.5946
 Query 97: 0.1066                   Interpolated Recall -
                                                                                                     0.6
 Query 98: 0.9361                   Precision Averages:
 Query 99: 0.2644                       at 0.00       0.7728
 Query 100: 0.6066                      at 0.10       0.7160




                                                                    Precision
 Query 101: 0.6353                      at 0.20       0.6611
 Query 102: 0.6923                      at 0.30       0.6065                                         0.4
 Query 103: 0.6838                      at 0.40       0.5657
 Query 104: 0.0469                      at 0.50       0.5393
 Query 105: 0.6111                      at 0.60       0.4800
 Query 106: 0.4200                      at 0.70       0.4011                                         0.2
 Query 107: 0.0603                      at 0.80       0.3489
 Query 108: 0.4219                      at 0.90       0.2533
 Query 109: 0.6961                      at 1.00       0.1871
 Query 110: 0.6810                                                                                   0.0
 Query 111: 0.4687                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.4060                  for all rel. documents
 Query 113: 0.0012                                    0.4935                                                                       Recall
 Query 114: 0.5258                  Precision:
 Query 115: 0.8154                    At    5 docs:   0.5400                                                              Run UniNEfrBi
 Query 116: 0.6441                    At   10 docs:   0.4740                                                           Comparison to median by topic
 Query 117: 0.3512                    At   15 docs:   0.4160
                                                                                                     +1.0
 Query 118: 0.0978                    At   20 docs:   0.3660
 Query 119: 0.8632                    At   30 docs:   0.3047
 Query 120: 0.0222                    At 100 docs:    0.1652
 Query 121: 1.0000                    At 200 docs:    0.0999
 Query 122: 0.3171                    At 500 docs:    0.0460
 Query 123: 0.8333                    At 1000 docs:   0.0243                                         +0.5
 Query 124: 0.4849
 Query 125: 0.3970                  R-Precision (prec. after R
 Query 126: 0.7576                  (=num_rel) docs. retrieved):
 Query 127: 0.9492                      Exact:        0.4863
 Query 128: 0.0779                                                                                    0.0
 Query 129: 0.4111
 Query 130: 0.0000
 Query 131: 0.0000
 Query 132: 0.5405
 Query 133: 0.2067
                                                                    Difference (average precision)




 Query 134: 1.0000                                                                                   −0.5
 Query 135: 0.4048
 Query 136: 1.0000
 Query 137: 0.3042
 Query 138: 0.3441
 Query 139: 0.7578                                                                                   −1.0
 Query 140: 0.8096                                                                                          91   100       110              120        130   140

                                                                                                                                 Topic number
Université de Neuchâtel, Bilingual English to French, Auto, TD                                                          Run UniNEfrBi2
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.0033                   Total number of documents
 Query 92: 0.4189                   over all queries
 Query 93: 1.0000                       Retrieved:    50000                                          0.8
 Query 94: 0.5394                       Relevant:      1383
 Query 95: 0.3862                       Rel_ret:       1210
 Query 96: 0.5993
 Query 97: 0.1294                   Interpolated Recall -
                                                                                                     0.6
 Query 98: 0.9460                   Precision Averages:
 Query 99: 0.2404                       at 0.00       0.7679
 Query 100: 0.5932                      at 0.10       0.7123




                                                                    Precision
 Query 101: 0.5059                      at 0.20       0.6446
 Query 102: 0.6973                      at 0.30       0.5939                                         0.4
 Query 103: 0.6880                      at 0.40       0.5575
 Query 104: 0.0536                      at 0.50       0.5318
 Query 105: 0.5909                      at 0.60       0.4723
 Query 106: 0.4142                      at 0.70       0.4028                                         0.2
 Query 107: 0.0675                      at 0.80       0.3473
 Query 108: 0.4114                      at 0.90       0.2435
 Query 109: 0.6867                      at 1.00       0.1826
 Query 110: 0.6581                                                                                   0.0
 Query 111: 0.4659                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.4366                  for all rel. documents
 Query 113: 0.0020                                    0.4847                                                                       Recall
 Query 114: 0.5137                  Precision:
 Query 115: 0.8145                    At    5 docs:   0.5400                                                             Run UniNEfrBi2
 Query 116: 0.6321                    At   10 docs:   0.4700                                                           Comparison to median by topic
 Query 117: 0.3455                    At   15 docs:   0.4067
                                                                                                     +1.0
 Query 118: 0.0736                    At   20 docs:   0.3550
 Query 119: 0.8522                    At   30 docs:   0.2993
 Query 120: 0.0198                    At 100 docs:    0.1614
 Query 121: 1.0000                    At 200 docs:    0.0999
 Query 122: 0.2983                    At 500 docs:    0.0458
 Query 123: 0.8333                    At 1000 docs:   0.0242                                         +0.5
 Query 124: 0.4745
 Query 125: 0.3314                  R-Precision (prec. after R
 Query 126: 0.7895                  (=num_rel) docs. retrieved):
 Query 127: 0.9459                      Exact:        0.4741
 Query 128: 0.0364                                                                                    0.0
 Query 129: 0.3851
 Query 130: 0.0000
 Query 131: 0.0000
 Query 132: 0.5405
 Query 133: 0.2283
                                                                    Difference (average precision)




 Query 134: 1.0000                                                                                   −0.5
 Query 135: 0.5054
 Query 136: 1.0000
 Query 137: 0.3023
 Query 138: 0.2783
 Query 139: 0.7079                                                                                   −1.0
 Query 140: 0.7905                                                                                          91   100       110              120        130   140

                                                                                                                                 Topic number
Université de Neuchâtel, Bilingual English to French, Auto, TD                                                          Run UniNEfrBi3
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.0035                   Total number of documents
 Query 92: 0.4150                   over all queries
 Query 93: 1.0000                       Retrieved:    50000                                          0.8
 Query 94: 0.5879                       Relevant:      1383
 Query 95: 0.3643                       Rel_ret:       1211
 Query 96: 0.6211
 Query 97: 0.0791                   Interpolated Recall -
                                                                                                     0.6
 Query 98: 0.9280                   Precision Averages:
 Query 99: 0.2074                       at 0.00       0.7422
 Query 100: 0.5945                      at 0.10       0.7033




                                                                    Precision
 Query 101: 0.2982                      at 0.20       0.6215
 Query 102: 0.6962                      at 0.30       0.5793                                         0.4
 Query 103: 0.6712                      at 0.40       0.5429
 Query 104: 0.0653                      at 0.50       0.5050
 Query 105: 0.5833                      at 0.60       0.4497
 Query 106: 0.3804                      at 0.70       0.3725                                         0.2
 Query 107: 0.0746                      at 0.80       0.3173
 Query 108: 0.4147                      at 0.90       0.2302
 Query 109: 0.6899                      at 1.00       0.1691
 Query 110: 0.6676                                                                                   0.0
 Query 111: 0.5387                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.4617                  for all rel. documents
 Query 113: 0.0013                                    0.4620                                                                       Recall
 Query 114: 0.5094                  Precision:
 Query 115: 0.8132                    At    5 docs:   0.5320                                                             Run UniNEfrBi3
 Query 116: 0.6343                    At   10 docs:   0.4380                                                           Comparison to median by topic
 Query 117: 0.3239                    At   15 docs:   0.3760
                                                                                                     +1.0
 Query 118: 0.1106                    At   20 docs:   0.3400
 Query 119: 0.8631                    At   30 docs:   0.2893
 Query 120: 0.0230                    At 100 docs:    0.1588
 Query 121: 1.0000                    At 200 docs:    0.0983
 Query 122: 0.2825                    At 500 docs:    0.0450
 Query 123: 0.8333                    At 1000 docs:   0.0242                                         +0.5
 Query 124: 0.3846
 Query 125: 0.3170                  R-Precision (prec. after R
 Query 126: 0.7844                  (=num_rel) docs. retrieved):
 Query 127: 0.5441                      Exact:        0.4547
 Query 128: 0.0459                                                                                    0.0
 Query 129: 0.3731
 Query 130: 0.0000
 Query 131: 0.0000
 Query 132: 0.5516
 Query 133: 0.2493
                                                                    Difference (average precision)




 Query 134: 1.0000                                                                                   −0.5
 Query 135: 0.4576
 Query 136: 1.0000
 Query 137: 0.2178
 Query 138: 0.2122
 Query 139: 0.4446                                                                                   −1.0
 Query 140: 0.7784                                                                                          91   100       110              120        130   140

                                                                                                                                 Topic number
JHU/APL, Bilingual English to Italian, Auto, TD                                                                            Run aplbienit
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 49 queries):                                                 1.0

 Query 91: 0.0078                   Total number of documents
 Query 92: 0.3701                   over all queries
 Query 93: 0.0027                       Retrieved:    49000                                          0.8
 Query 94: 0.6026                       Relevant:      1072
 Query 95: 0.0793                       Rel_ret:        934
 Query 96: 0.0971
 Query 97: 0.8088                   Interpolated Recall -
 Query 98: 0.1248                   Precision Averages:                                              0.6
 Query 99: 0.2582                       at 0.00       0.6107
 Query 100: 0.2559                      at 0.10       0.5298
 Query 101: 0.3742                      at 0.20       0.4383




                                                                    Precision
 Query 102: 0.2533                      at 0.30       0.3720                                         0.4
 Query 103: 0.0400                      at 0.40       0.3039
 Query 104: 0.0672                      at 0.50       0.2568
 Query 105: 0.5481                      at 0.60       0.2329
 Query 106: 0.1667                      at 0.70       0.2051                                         0.2
 Query 107: 0.1808                      at 0.80       0.1524
 Query 108: 0.1018                      at 0.90       0.1167
 Query 109: 0.2227                      at 1.00       0.0966
 Query 110: 0.3521
                                                                                                     0.0
 Query 111: 0.1729                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.0208                  for all rel. documents
 Query 113: 0.1114                                    0.2794                                                                       Recall
 Query 114: 0.5429                  Precision:
 Query 115: 0.3693                    At    5 docs:   0.3347                                                                Run aplbienit
 Query 116: 0.1594                    At   10 docs:   0.3082
 Query 117: 0.0847                    At   15 docs:   0.2803                                                           Comparison to median by topic
 Query 118: 0.0252                    At   20 docs:   0.2602                                         +1.0
 Query 119: 0.7003                    At   30 docs:   0.2218
 Query 121: 0.0479                    At 100 docs:    0.1192
 Query 122: 0.2417                    At 200 docs:    0.0746
 Query 123: 0.8548                    At 500 docs:    0.0344
 Query 124: 0.3250                    At 1000 docs:   0.0191                                         +0.5
 Query 125: 0.1297
 Query 126: 0.4980                  R-Precision (prec. after R
 Query 127: 0.5237                  (=num_rel) docs. retrieved):
 Query 128: 0.0198                      Exact:        0.2571
 Query 129: 0.2429                                                                                    0.0
 Query 130: 0.4954
 Query 131: 0.2579
 Query 132: 0.5354
 Query 133: 0.0019
 Query 134: 0.6445
                                                                    Difference (average precision)




 Query 135: 0.5382                                                                                   −0.5
 Query 136: 0.4591
 Query 137: 0.0495
 Query 138: 0.2442
 Query 139: 0.3597
 Query 140: 0.1204                                                                                   −1.0
                                                                                                            91   100       110              120        130   140

                                                                                                                                 Topic number
Univ. of Ca. at Berkeley 2, Bilingual English to Italian, Auto, TD                                                         Run bky2bienit
 Average precision                  Overall statistics                                                                    Recall−Precision Values
 (individual queries):              (for 49 queries):                                                  1.0

 Query 91: 0.0157                   Total number of documents
 Query 92: 0.2640                   over all queries
 Query 93: 0.9046                       Retrieved:    49000
                                                                                                      0.8
 Query 94: 0.5288                       Relevant:      1072
 Query 95: 0.0568                       Rel_ret:        923
 Query 96: 0.3227
 Query 97: 1.0000                   Interpolated Recall -
 Query 98: 0.6801                   Precision Averages:                                               0.6
 Query 99: 0.6144                       at 0.00       0.6602
 Query 100: 0.5508                      at 0.10       0.5995
 Query 101: 0.0187                      at 0.20       0.5516




                                                                     Precision
 Query 102: 0.3797                      at 0.30       0.5177                                          0.4
 Query 103: 0.5133                      at 0.40       0.4836
 Query 104: 0.0472                      at 0.50       0.4507
 Query 105: 0.5818                      at 0.60       0.3804
 Query 106: 0.2068                      at 0.70       0.3378                                          0.2
 Query 107: 0.3415                      at 0.80       0.2974
 Query 108: 0.1661                      at 0.90       0.2362
 Query 109: 0.0201                      at 1.00       0.1774
 Query 110: 0.9511
                                                                                                      0.0
 Query 111: 0.0313                  Avg. prec. (non-interpolated)                                       0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.5993                  for all rel. documents
 Query 113: 0.0006                                    0.4090                                                                        Recall
 Query 114: 0.4000                  Precision:
 Query 115: 0.6532                    At    5 docs:   0.4408                                                               Run bky2bienit
 Query 116: 0.8342                    At   10 docs:   0.4184
 Query 117: 0.3511                    At   15 docs:   0.3878                                                            Comparison to median by topic
 Query 118: 0.0549                    At   20 docs:   0.3500                                          +1.0
 Query 119: 0.7340                    At   30 docs:   0.2946
 Query 121: 0.1101                    At 100 docs:    0.1398
 Query 122: 0.0400                    At 200 docs:    0.0809
 Query 123: 0.8987                    At 500 docs:    0.0356
 Query 124: 0.0050                    At 1000 docs:   0.0188                                          +0.5
 Query 125: 0.0352
 Query 126: 0.6319                  R-Precision (prec. after R
 Query 127: 0.4101                  (=num_rel) docs. retrieved):
 Query 128: 0.0687                      Exact:        0.3957
 Query 129: 0.4722                                                                                     0.0
 Query 130: 0.4252
 Query 131: 0.1362
 Query 132: 0.3619
 Query 133: 0.5675
 Query 134: 0.8583
                                                                     Difference (average precision)




 Query 135: 0.6782                                                                                    −0.5
 Query 136: 0.9483
 Query 137: 0.5017
 Query 138: 0.4298
 Query 139: 0.2303
 Query 140: 0.4067                                                                                    −1.0
                                                                                                             91   100       110              120        130   140

                                                                                                                                  Topic number
Univ. Exeter, Bilingual English to Italian, Auto, TD                                                                    Run exeitengorgbi
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 49 queries):                                                 1.0

 Query 91: 0.2269                   Total number of documents
 Query 92: 0.2935                   over all queries
 Query 93: 0.8645                       Retrieved:    49000
                                                                                                     0.8
 Query 94: 0.5187                       Relevant:      1072
 Query 95: 0.1118                       Rel_ret:        938
 Query 96: 0.0103
 Query 97: 0.0744                   Interpolated Recall -
 Query 98: 0.6672                   Precision Averages:                                              0.6
 Query 99: 0.5847                       at 0.00       0.6506
 Query 100: 0.3951                      at 0.10       0.5813
 Query 101: 0.2105                      at 0.20       0.5331




                                                                    Precision
 Query 102: 0.2546                      at 0.30       0.4740                                         0.4
 Query 103: 0.5122                      at 0.40       0.4051
 Query 104: 0.0572                      at 0.50       0.3787
 Query 105: 0.6591                      at 0.60       0.3414
 Query 106: 0.3644                      at 0.70       0.3080                                         0.2
 Query 107: 0.3119                      at 0.80       0.2576
 Query 108: 0.0953                      at 0.90       0.2098
 Query 109: 0.1362                      at 1.00       0.1483
 Query 110: 0.9435
                                                                                                     0.0
 Query 111: 0.2616                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.6792                  for all rel. documents
 Query 113: 0.0014                                    0.3742                                                                       Recall
 Query 114: 0.4094                  Precision:
 Query 115: 0.7953                    At    5 docs:   0.4408                                                            Run exeitengorgbi
 Query 116: 0.7297                    At   10 docs:   0.3735
 Query 117: 0.3849                    At   15 docs:   0.3537                                                           Comparison to median by topic
 Query 118: 0.0725                    At   20 docs:   0.3173                                         +1.0
 Query 119: 0.1433                    At   30 docs:   0.2728
 Query 121: 0.3954                    At 100 docs:    0.1333
 Query 122: 0.0444                    At 200 docs:    0.0786
 Query 123: 0.9565                    At 500 docs:    0.0362
 Query 124: 0.0003                    At 1000 docs:   0.0191                                         +0.5
 Query 125: 0.4634
 Query 126: 0.5260                  R-Precision (prec. after R
 Query 127: 0.5638                  (=num_rel) docs. retrieved):
 Query 128: 0.0349                      Exact:        0.3578
 Query 129: 0.3839                                                                                    0.0
 Query 130: 0.3759
 Query 131: 0.1554
 Query 132: 0.4755
 Query 133: 0.4209
 Query 134: 1.0000
                                                                    Difference (average precision)




 Query 135: 0.5187                                                                                   −0.5
 Query 136: 1.0000
 Query 137: 0.0003
 Query 138: 0.0441
 Query 139: 0.0216
 Query 140: 0.1846                                                                                   −1.0
                                                                                                            91   100       110              120        130   140

                                                                                                                                 Topic number
Univ. Exeter, Bilingual English to Italian, Auto, TD                                                                   Run exeitengpiwgt
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 49 queries):                                                 1.0

 Query 91: 0.0898                   Total number of documents
 Query 92: 0.3508                   over all queries
 Query 93: 0.9253                       Retrieved:    49000
                                                                                                     0.8
 Query 94: 0.4767                       Relevant:      1072
 Query 95: 0.1675                       Rel_ret:        968
 Query 96: 0.1488
 Query 97: 1.0000                   Interpolated Recall -
 Query 98: 0.4775                   Precision Averages:                                              0.6
 Query 99: 0.3585                       at 0.00       0.7289
 Query 100: 0.4737                      at 0.10       0.6610
 Query 101: 0.3011                      at 0.20       0.5817




                                                                    Precision
 Query 102: 0.2591                      at 0.30       0.4730                                         0.4
 Query 103: 0.1648                      at 0.40       0.4231
 Query 104: 0.0871                      at 0.50       0.4072
 Query 105: 0.6369                      at 0.60       0.3696
 Query 106: 0.4082                      at 0.70       0.3157                                         0.2
 Query 107: 0.3504                      at 0.80       0.2682
 Query 108: 0.0681                      at 0.90       0.2260
 Query 109: 0.3354                      at 1.00       0.1672
 Query 110: 0.9453
                                                                                                     0.0
 Query 111: 0.3198                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.5277                  for all rel. documents
 Query 113: 0.0013                                    0.3994                                                                       Recall
 Query 114: 0.4274                  Precision:
 Query 115: 0.6546                    At    5 docs:   0.4694                                                            Run exeitengpiwgt
 Query 116: 0.7465                    At   10 docs:   0.4204
 Query 117: 0.1736                    At   15 docs:   0.3850                                                           Comparison to median by topic
 Query 118: 0.1227                    At   20 docs:   0.3500                                         +1.0
 Query 119: 0.5511                    At   30 docs:   0.2946
 Query 121: 0.4244                    At 100 docs:    0.1402
 Query 122: 0.1008                    At 200 docs:    0.0817
 Query 123: 0.8345                    At 500 docs:    0.0372
 Query 124: 0.1305                    At 1000 docs:   0.0198                                         +0.5
 Query 125: 0.4161
 Query 126: 0.3446                  R-Precision (prec. after R
 Query 127: 0.5577                  (=num_rel) docs. retrieved):
 Query 128: 0.0148                      Exact:        0.3772
 Query 129: 0.4648                                                                                    0.0
 Query 130: 0.3325
 Query 131: 0.1775
 Query 132: 0.3111
 Query 133: 0.5548
 Query 134: 0.7714
                                                                    Difference (average precision)




 Query 135: 0.8853                                                                                   −0.5
 Query 136: 0.9833
 Query 137: 0.0000
 Query 138: 0.0041
 Query 139: 0.2321
 Query 140: 0.4817                                                                                   −1.0
                                                                                                            91   100       110              120        130   140

                                                                                                                                 Topic number
Univ. Exeter, Bilingual French to Italian, Auto, TD                                                                      Run exeitfrmgbi
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 49 queries):                                                 1.0

 Query 91: 0.1943                   Total number of documents
 Query 92: 0.2941                   over all queries
 Query 93: 0.7699                       Retrieved:    49000
                                                                                                     0.8
 Query 94: 0.2457                       Relevant:      1072
 Query 95: 0.1194                       Rel_ret:        937
 Query 96: 0.0458
 Query 97: 0.7292                   Interpolated Recall -
 Query 98: 0.0709                   Precision Averages:                                              0.6
 Query 99: 0.4545                       at 0.00       0.6088
 Query 100: 0.2681                      at 0.10       0.5345
 Query 101: 0.1082                      at 0.20       0.4780




                                                                    Precision
 Query 102: 0.2807                      at 0.30       0.4424                                         0.4
 Query 103: 0.5709                      at 0.40       0.3777
 Query 104: 0.0613                      at 0.50       0.3612
 Query 105: 0.5975                      at 0.60       0.3295
 Query 106: 0.3677                      at 0.70       0.2832                                         0.2
 Query 107: 0.2996                      at 0.80       0.2448
 Query 108: 0.0765                      at 0.90       0.1956
 Query 109: 0.1395                      at 1.00       0.1390
 Query 110: 0.8749
                                                                                                     0.0
 Query 111: 0.2266                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.6918                  for all rel. documents
 Query 113: 0.0000                                    0.3480                                                                       Recall
 Query 114: 0.4347                  Precision:
 Query 115: 0.8238                    At    5 docs:   0.3918                                                              Run exeitfrmgbi
 Query 116: 0.6927                    At   10 docs:   0.3633
 Query 117: 0.4659                    At   15 docs:   0.3293                                                           Comparison to median by topic
 Query 118: 0.0591                    At   20 docs:   0.3112                                         +1.0
 Query 119: 0.0358                    At   30 docs:   0.2619
 Query 121: 0.0800                    At 100 docs:    0.1271
 Query 122: 0.0565                    At 200 docs:    0.0762
 Query 123: 0.9519                    At 500 docs:    0.0354
 Query 124: 0.0031                    At 1000 docs:   0.0191                                         +0.5
 Query 125: 0.1271
 Query 126: 0.3072                  R-Precision (prec. after R
 Query 127: 0.5321                  (=num_rel) docs. retrieved):
 Query 128: 0.0162                      Exact:        0.3356
 Query 129: 0.2660                                                                                    0.0
 Query 130: 0.3830
 Query 131: 0.1541
 Query 132: 0.5556
 Query 133: 0.1940
 Query 134: 0.9429
                                                                    Difference (average precision)




 Query 135: 0.7050                                                                                   −0.5
 Query 136: 0.9936
 Query 137: 0.0000
 Query 138: 0.4853
 Query 139: 0.1037
 Query 140: 0.1945                                                                                   −1.0
                                                                                                            91   100       110              120        130   140

                                                                                                                                 Topic number
Univ. Exeter, Bilingual German to Italian, Auto, TD                                                                    Run exeitgemgcntbi
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 49 queries):                                                 1.0

 Query 91: 0.1576                   Total number of documents
 Query 92: 0.3077                   over all queries
 Query 93: 0.6516                       Retrieved:    49000
                                                                                                     0.8
 Query 94: 0.4550                       Relevant:      1072
 Query 95: 0.0736                       Rel_ret:        891
 Query 96: 0.1433
 Query 97: 0.7333                   Interpolated Recall -
 Query 98: 0.2676                   Precision Averages:                                              0.6
 Query 99: 0.1347                       at 0.00       0.6642
 Query 100: 0.4263                      at 0.10       0.6186
 Query 101: 0.3485                      at 0.20       0.5236




                                                                    Precision
 Query 102: 0.2915                      at 0.30       0.4657                                         0.4
 Query 103: 0.5131                      at 0.40       0.4162
 Query 104: 0.0643                      at 0.50       0.3844
 Query 105: 0.5793                      at 0.60       0.3335
 Query 106: 0.4123                      at 0.70       0.2727                                         0.2
 Query 107: 0.2261                      at 0.80       0.2231
 Query 108: 0.0876                      at 0.90       0.1850
 Query 109: 0.1024                      at 1.00       0.1387
 Query 110: 0.9466
                                                                                                     0.0
 Query 111: 0.2879                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.6085                  for all rel. documents
 Query 113: 0.0040                                    0.3688                                                                       Recall
 Query 114: 0.4515                  Precision:
 Query 115: 0.7660                    At    5 docs:   0.4327                                                           Run exeitgemgcntbi
 Query 116: 0.2134                    At   10 docs:   0.3633
 Query 117: 0.4695                    At   15 docs:   0.3320                                                           Comparison to median by topic
 Query 118: 0.0902                    At   20 docs:   0.3031                                         +1.0
 Query 119: 0.0627                    At   30 docs:   0.2558
 Query 121: 0.3826                    At 100 docs:    0.1249
 Query 122: 0.0350                    At 200 docs:    0.0719
 Query 123: 0.9379                    At 500 docs:    0.0328
 Query 124: 0.0016                    At 1000 docs:   0.0182                                         +0.5
 Query 125: 0.5768
 Query 126: 0.4475                  R-Precision (prec. after R
 Query 127: 0.5795                  (=num_rel) docs. retrieved):
 Query 128: 0.0088                      Exact:        0.3579
 Query 129: 0.2590                                                                                    0.0
 Query 130: 0.3543
 Query 131: 0.0931
 Query 132: 0.5625
 Query 133: 0.5072
 Query 134: 1.0000
                                                                    Difference (average precision)




 Query 135: 0.7314                                                                                   −0.5
 Query 136: 0.9076
 Query 137: 0.0758
 Query 138: 0.7331
 Query 139: 0.0019
 Query 140: 0.0020                                                                                   −1.0
                                                                                                            91   100       110              120        130   140

                                                                                                                                 Topic number
Univ. Exeter, Bilingual Spanish to Italian, Auto, TD                                                                     Run exeitspmgbi
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 49 queries):                                                 1.0

 Query 91: 0.0990                   Total number of documents
 Query 92: 0.2895                   over all queries
 Query 93: 0.8573                       Retrieved:    49000
                                                                                                     0.8
 Query 94: 0.4431                       Relevant:      1072
 Query 95: 0.1077                       Rel_ret:        914
 Query 96: 0.2389
 Query 97: 1.0000                   Interpolated Recall -
 Query 98: 0.6923                   Precision Averages:                                              0.6
 Query 99: 0.4699                       at 0.00       0.6471
 Query 100: 0.3239                      at 0.10       0.5734
 Query 101: 0.1993                      at 0.20       0.5025




                                                                    Precision
 Query 102: 0.3124                      at 0.30       0.4446                                         0.4
 Query 103: 0.5091                      at 0.40       0.4235
 Query 104: 0.0859                      at 0.50       0.3936
 Query 105: 0.6506                      at 0.60       0.3465
 Query 106: 0.3867                      at 0.70       0.3024                                         0.2
 Query 107: 0.3004                      at 0.80       0.2592
 Query 108: 0.0769                      at 0.90       0.2104
 Query 109: 0.1874                      at 1.00       0.1607
 Query 110: 0.9310
                                                                                                     0.0
 Query 111: 0.3262                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.6986                  for all rel. documents
 Query 113: 0.0036                                    0.3737                                                                       Recall
 Query 114: 0.4581                  Precision:
 Query 115: 0.8031                    At    5 docs:   0.4490                                                             Run exeitspmgbi
 Query 116: 0.7083                    At   10 docs:   0.3939
 Query 117: 0.3689                    At   15 docs:   0.3565                                                           Comparison to median by topic
 Query 118: 0.0601                    At   20 docs:   0.3276                                         +1.0
 Query 119: 0.1434                    At   30 docs:   0.2782
 Query 121: 0.1195                    At 100 docs:    0.1290
 Query 122: 0.0265                    At 200 docs:    0.0753
 Query 123: 0.9769                    At 500 docs:    0.0347
 Query 124: 0.0034                    At 1000 docs:   0.0187                                         +0.5
 Query 125: 0.4448
 Query 126: 0.2062                  R-Precision (prec. after R
 Query 127: 0.4438                  (=num_rel) docs. retrieved):
 Query 128: 0.0013                      Exact:        0.3656
 Query 129: 0.3322                                                                                    0.0
 Query 130: 0.3703
 Query 131: 0.1654
 Query 132: 0.0000
 Query 133: 0.5079
 Query 134: 1.0000
                                                                    Difference (average precision)




 Query 135: 0.6551                                                                                   −0.5
 Query 136: 0.8686
 Query 137: 0.0364
 Query 138: 0.3205
 Query 139: 0.0705
 Query 140: 0.0279                                                                                   −1.0
                                                                                                            91   100       110              120        130   140

                                                                                                                                 Topic number
ITC-IRST, Bilingual English to Italian, Auto, TD                                                                         Run IRSTen2it1
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 49 queries):                                                 1.0

 Query 91: 0.0071                   Total number of documents
 Query 92: 0.3345                   over all queries
 Query 93: 0.9176                       Retrieved:    47648                                          0.8
 Query 94: 0.5176                       Relevant:      1072
 Query 95: 0.0720                       Rel_ret:        887
 Query 96: 0.1749
 Query 97: 1.0000                   Interpolated Recall -
                                                                                                     0.6
 Query 98: 0.3036                   Precision Averages:
 Query 99: 0.1263                       at 0.00       0.6211
 Query 100: 0.5990                      at 0.10       0.5190




                                                                    Precision
 Query 101: 0.4554                      at 0.20       0.4882
 Query 102: 0.3126                      at 0.30       0.4230                                         0.4
 Query 103: 0.0551                      at 0.40       0.3794
 Query 104: 0.0437                      at 0.50       0.3539
 Query 105: 0.6025                      at 0.60       0.3283
 Query 106: 0.4608                      at 0.70       0.2916                                         0.2
 Query 107: 0.4086                      at 0.80       0.2506
 Query 108: 0.1574                      at 0.90       0.2070
 Query 109: 0.2613                      at 1.00       0.1672
 Query 110: 0.9670
                                                                                                     0.0
 Query 111: 0.2696                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.7546                  for all rel. documents
 Query 113: 0.0158                                    0.3444                                                                       Recall
 Query 114: 0.4607                  Precision:
 Query 115: 0.5252                    At    5 docs:   0.3837                                                              Run IRSTen2it1
 Query 116: 0.7606                    At   10 docs:   0.3327                                                           Comparison to median by topic
 Query 117: 0.3464                    At   15 docs:   0.2939
                                                                                                     +1.0
 Query 118: 0.2567                    At   20 docs:   0.2714
 Query 119: 0.5218                    At   30 docs:   0.2388
 Query 121: 0.0923                    At 100 docs:    0.1202
 Query 122: 0.2672                    At 200 docs:    0.0730
 Query 123: 0.9397                    At 500 docs:    0.0331
 Query 124: 0.0170                    At 1000 docs:   0.0181                                         +0.5
 Query 125: 0.0711
 Query 126: 0.0000                  R-Precision (prec. after R
 Query 127: 0.5436                  (=num_rel) docs. retrieved):
 Query 128: 0.0209                      Exact:        0.3275
 Query 129: 0.2541                                                                                    0.0
 Query 130: 0.3877
 Query 131: 0.1059
 Query 132: 0.3778
 Query 133: 0.0000
 Query 134: 0.6588
                                                                    Difference (average precision)




 Query 135: 0.1491                                                                                   −0.5
 Query 136: 0.9812
 Query 137: 0.0005
 Query 138: 0.0096
 Query 139: 0.0863
 Query 140: 0.2231                                                                                   −1.0
                                                                                                            91   100       110              120        130   140

                                                                                                                                 Topic number
ITC-IRST, Bilingual English to Italian, Auto, TD                                                                         Run IRSTen2it2
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 49 queries):                                                 1.0

 Query 91: 0.0068                   Total number of documents
 Query 92: 0.3327                   over all queries
 Query 93: 0.9079                       Retrieved:    45487                                          0.8
 Query 94: 0.5750                       Relevant:      1072
 Query 95: 0.0640                       Rel_ret:        903
 Query 96: 0.1786
 Query 97: 1.0000                   Interpolated Recall -
                                                                                                     0.6
 Query 98: 0.3944                   Precision Averages:
 Query 99: 0.1293                       at 0.00       0.6078
 Query 100: 0.5990                      at 0.10       0.5400




                                                                    Precision
 Query 101: 0.4594                      at 0.20       0.4853
 Query 102: 0.3861                      at 0.30       0.4268                                         0.4
 Query 103: 0.0419                      at 0.40       0.3922
 Query 104: 0.0417                      at 0.50       0.3662
 Query 105: 0.6048                      at 0.60       0.3324
 Query 106: 0.4026                      at 0.70       0.3020                                         0.2
 Query 107: 0.4686                      at 0.80       0.2543
 Query 108: 0.1564                      at 0.90       0.2118
 Query 109: 0.4321                      at 1.00       0.1718
 Query 110: 0.9608
                                                                                                     0.0
 Query 111: 0.1001                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.7509                  for all rel. documents
 Query 113: 0.0160                                    0.3531                                                                       Recall
 Query 114: 0.4352                  Precision:
 Query 115: 0.5603                    At    5 docs:   0.3796                                                              Run IRSTen2it2
 Query 116: 0.7688                    At   10 docs:   0.3429                                                           Comparison to median by topic
 Query 117: 0.3979                    At   15 docs:   0.3211
                                                                                                     +1.0
 Query 118: 0.2565                    At   20 docs:   0.2918
 Query 119: 0.5147                    At   30 docs:   0.2524
 Query 121: 0.0631                    At 100 docs:    0.1243
 Query 122: 0.0954                    At 200 docs:    0.0741
 Query 123: 0.9527                    At 500 docs:    0.0340
 Query 124: 0.0265                    At 1000 docs:   0.0184                                         +0.5
 Query 125: 0.0675
 Query 126: 0.0000                  R-Precision (prec. after R
 Query 127: 0.5860                  (=num_rel) docs. retrieved):
 Query 128: 0.0304                      Exact:        0.3383
 Query 129: 0.2482                                                                                    0.0
 Query 130: 0.3868
 Query 131: 0.1235
 Query 132: 0.3889
 Query 133: 0.0127
 Query 134: 0.6588
                                                                    Difference (average precision)




 Query 135: 0.2733                                                                                   −0.5
 Query 136: 0.9812
 Query 137: 0.0000
 Query 138: 0.0661
 Query 139: 0.1555
 Query 140: 0.2426                                                                                   −1.0
                                                                                                            91   100       110              120        130   140

                                                                                                                                 Topic number
ITC-IRST, Bilingual English to Italian, Auto, TD                                                                         Run IRSTen2it3
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 49 queries):                                                 1.0

 Query 91: 0.0064                   Total number of documents
 Query 92: 0.3300                   over all queries
 Query 93: 0.9079                       Retrieved:    47846                                          0.8
 Query 94: 0.5385                       Relevant:      1072
 Query 95: 0.0796                       Rel_ret:        893
 Query 96: 0.1720
 Query 97: 1.0000                   Interpolated Recall -
                                                                                                     0.6
 Query 98: 0.4968                   Precision Averages:
 Query 99: 0.1279                       at 0.00       0.6371
 Query 100: 0.6047                      at 0.10       0.5337




                                                                    Precision
 Query 101: 0.4683                      at 0.20       0.4894
 Query 102: 0.3852                      at 0.30       0.4307                                         0.4
 Query 103: 0.0287                      at 0.40       0.3809
 Query 104: 0.0413                      at 0.50       0.3612
 Query 105: 0.5970                      at 0.60       0.3368
 Query 106: 0.4053                      at 0.70       0.3036                                         0.2
 Query 107: 0.4782                      at 0.80       0.2604
 Query 108: 0.1419                      at 0.90       0.2197
 Query 109: 0.4361                      at 1.00       0.1744
 Query 110: 0.9619
                                                                                                     0.0
 Query 111: 0.1000                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.7509                  for all rel. documents
 Query 113: 0.0185                                    0.3552                                                                       Recall
 Query 114: 0.5416                  Precision:
 Query 115: 0.4250                    At    5 docs:   0.3959                                                              Run IRSTen2it3
 Query 116: 0.7688                    At   10 docs:   0.3347                                                           Comparison to median by topic
 Query 117: 0.4039                    At   15 docs:   0.3061
                                                                                                     +1.0
 Query 118: 0.2564                    At   20 docs:   0.2867
 Query 119: 0.5132                    At   30 docs:   0.2429
 Query 121: 0.1054                    At 100 docs:    0.1204
 Query 122: 0.0954                    At 200 docs:    0.0736
 Query 123: 0.9527                    At 500 docs:    0.0335
 Query 124: 0.0422                    At 1000 docs:   0.0182                                         +0.5
 Query 125: 0.0175
 Query 126: 0.0000                  R-Precision (prec. after R
 Query 127: 0.6418                  (=num_rel) docs. retrieved):
 Query 128: 0.0206                      Exact:        0.3313
 Query 129: 0.2600                                                                                    0.0
 Query 130: 0.3843
 Query 131: 0.1319
 Query 132: 0.3889
 Query 133: 0.0073
 Query 134: 0.6622
                                                                    Difference (average precision)




 Query 135: 0.1923                                                                                   −0.5
 Query 136: 0.9936
 Query 137: 0.0004
 Query 138: 0.1309
 Query 139: 0.1259
 Query 140: 0.2634                                                                                   −1.0
                                                                                                            91   100       110              120        130   140

                                                                                                                                 Topic number
Univ. Jaen/SINAI, Bilingual English to Italian, Auto, TD                                                                  Run UJABIIT
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 49 queries):                                                 1.0

 Query 91: 0.0016                   Total number of documents
 Query 92: 0.1852                   over all queries
 Query 93: 0.7812                       Retrieved:    49000                                          0.8
 Query 94: 0.4311                       Relevant:      1072
 Query 95: 0.0701                       Rel_ret:        759
 Query 96: 0.0000
 Query 97: 0.6679                   Interpolated Recall -                                            0.6
 Query 98: 0.0212                   Precision Averages:
 Query 99: 0.0290                       at 0.00       0.5235
 Query 100: 0.3969                      at 0.10       0.4137




                                                                    Precision
 Query 101: 0.2126                      at 0.20       0.3728
 Query 102: 0.3005                      at 0.30       0.3168                                         0.4
 Query 103: 0.3112                      at 0.40       0.2510
 Query 104: 0.0368                      at 0.50       0.2375
 Query 105: 0.3222                      at 0.60       0.2165
 Query 106: 0.0768                      at 0.70       0.1943                                         0.2
 Query 107: 0.0443                      at 0.80       0.1407
 Query 108: 0.0869                      at 0.90       0.0982
 Query 109: 0.0004                      at 1.00       0.0709
 Query 110: 0.7533                                                                                   0.0
 Query 111: 0.0001                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.3392                  for all rel. documents
 Query 113: 0.0071                                    0.2438                                                                       Recall
 Query 114: 0.2194                  Precision:
 Query 115: 0.0060                    At    5 docs:   0.3265                                                               Run UJABIIT
 Query 116: 0.6520                    At   10 docs:   0.2776                                                           Comparison to median by topic
 Query 117: 0.1634                    At   15 docs:   0.2408                                         +1.0
 Query 118: 0.0749                    At   20 docs:   0.2143
 Query 119: 0.7205                    At   30 docs:   0.1837
 Query 121: 0.3742                    At 100 docs:    0.0882
 Query 122: 0.0498                    At 200 docs:    0.0561
 Query 123: 0.9820                    At 500 docs:    0.0281
 Query 124: 0.0265                    At 1000 docs:   0.0155                                         +0.5
 Query 125: 0.0045
 Query 126: 0.3846                  R-Precision (prec. after R
 Query 127: 0.1956                  (=num_rel) docs. retrieved):
 Query 128: 0.0015                      Exact:        0.2620
 Query 129: 0.0000                                                                                    0.0
 Query 130: 0.2303
 Query 131: 0.0564
 Query 132: 0.2292
 Query 133: 0.0585
 Query 134: 0.8588
                                                                    Difference (average precision)




 Query 135: 0.2796                                                                                   −0.5
 Query 136: 0.9722
 Query 137: 0.0534
 Query 138: 0.1780
 Query 139: 0.0003
 Query 140: 0.0987                                                                                   −1.0
                                                                                                            91   100       110              120        130   140

                                                                                                                                 Topic number
Université de Neuchâtel, Bilingual English to Italian, Auto, TD                                                           Run UniNEitBi
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 49 queries):                                                 1.0

 Query 91: 0.0243                   Total number of documents
 Query 92: 0.3238                   over all queries
 Query 93: 0.6712                       Retrieved:    49000                                          0.8
 Query 94: 0.4753                       Relevant:      1072
 Query 95: 0.0927                       Rel_ret:        941
 Query 96: 0.4103
 Query 97: 0.2764                   Interpolated Recall -
                                                                                                     0.6
 Query 98: 0.4161                   Precision Averages:
 Query 99: 0.4003                       at 0.00       0.6867
 Query 100: 0.4885                      at 0.10       0.6123




                                                                    Precision
 Query 101: 0.3510                      at 0.20       0.5469
 Query 102: 0.2945                      at 0.30       0.4774                                         0.4
 Query 103: 0.6055                      at 0.40       0.4208
 Query 104: 0.0524                      at 0.50       0.3927
 Query 105: 0.5858                      at 0.60       0.3445
 Query 106: 0.2962                      at 0.70       0.2696                                         0.2
 Query 107: 0.1472                      at 0.80       0.2292
 Query 108: 0.1377                      at 0.90       0.1904
 Query 109: 0.0447                      at 1.00       0.1356
 Query 110: 0.9733                                                                                   0.0
 Query 111: 0.0405                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.6608                  for all rel. documents
 Query 113: 0.0081                                    0.3736                                                                       Recall
 Query 114: 0.3569                  Precision:
 Query 115: 0.6379                    At    5 docs:   0.4408                                                              Run UniNEitBi
 Query 116: 0.7468                    At   10 docs:   0.3939                                                           Comparison to median by topic
 Query 117: 0.4261                    At   15 docs:   0.3551
                                                                                                     +1.0
 Query 118: 0.0964                    At   20 docs:   0.3296
 Query 119: 0.7634                    At   30 docs:   0.2769
 Query 121: 0.3895                    At 100 docs:    0.1320
 Query 122: 0.1152                    At 200 docs:    0.0788
 Query 123: 0.9507                    At 500 docs:    0.0367
 Query 124: 0.0752                    At 1000 docs:   0.0192                                         +0.5
 Query 125: 0.1221
 Query 126: 0.4269                  R-Precision (prec. after R
 Query 127: 0.5029                  (=num_rel) docs. retrieved):
 Query 128: 0.0517                      Exact:        0.3524
 Query 129: 0.3881                                                                                    0.0
 Query 130: 0.0000
 Query 131: 0.0000
 Query 132: 0.3125
 Query 133: 0.3054
 Query 134: 0.9029
                                                                    Difference (average precision)




 Query 135: 0.7541                                                                                   −0.5
 Query 136: 0.9736
 Query 137: 0.3243
 Query 138: 0.1619
 Query 139: 0.2405
 Query 140: 0.5025                                                                                   −1.0
                                                                                                            91   100       110              120        130   140

                                                                                                                                 Topic number
Université de Neuchâtel, Bilingual English to Italian, Auto, TD                                                          Run UniNEitBi2
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 49 queries):                                                 1.0

 Query 91: 0.0270                   Total number of documents
 Query 92: 0.3095                   over all queries
 Query 93: 0.6710                       Retrieved:    49000                                          0.8
 Query 94: 0.4711                       Relevant:      1072
 Query 95: 0.0819                       Rel_ret:        940
 Query 96: 0.4080
 Query 97: 0.2874                   Interpolated Recall -
                                                                                                     0.6
 Query 98: 0.4897                   Precision Averages:
 Query 99: 0.4987                       at 0.00       0.6775
 Query 100: 0.4586                      at 0.10       0.6136




                                                                    Precision
 Query 101: 0.0852                      at 0.20       0.5621
 Query 102: 0.3157                      at 0.30       0.4959                                         0.4
 Query 103: 0.6017                      at 0.40       0.4186
 Query 104: 0.0494                      at 0.50       0.3842
 Query 105: 0.5765                      at 0.60       0.3431
 Query 106: 0.3026                      at 0.70       0.2675                                         0.2
 Query 107: 0.0944                      at 0.80       0.2303
 Query 108: 0.1365                      at 0.90       0.1873
 Query 109: 0.1447                      at 1.00       0.1362
 Query 110: 0.9753                                                                                   0.0
 Query 111: 0.1399                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.4801                  for all rel. documents
 Query 113: 0.0069                                    0.3756                                                                       Recall
 Query 114: 0.4960                  Precision:
 Query 115: 0.6766                    At    5 docs:   0.4531                                                             Run UniNEitBi2
 Query 116: 0.7661                    At   10 docs:   0.4020                                                           Comparison to median by topic
 Query 117: 0.4010                    At   15 docs:   0.3714
                                                                                                     +1.0
 Query 118: 0.0797                    At   20 docs:   0.3459
 Query 119: 0.7608                    At   30 docs:   0.2850
 Query 121: 0.3950                    At 100 docs:    0.1351
 Query 122: 0.1132                    At 200 docs:    0.0808
 Query 123: 0.9483                    At 500 docs:    0.0368
 Query 124: 0.0601                    At 1000 docs:   0.0192                                         +0.5
 Query 125: 0.2710
 Query 126: 0.4711                  R-Precision (prec. after R
 Query 127: 0.5165                  (=num_rel) docs. retrieved):
 Query 128: 0.0725                      Exact:        0.3608
 Query 129: 0.3842                                                                                    0.0
 Query 130: 0.0000
 Query 131: 0.0000
 Query 132: 0.2847
 Query 133: 0.3162
 Query 134: 0.9029
                                                                    Difference (average precision)




 Query 135: 0.6965                                                                                   −0.5
 Query 136: 0.9812
 Query 137: 0.2868
 Query 138: 0.2359
 Query 139: 0.2331
 Query 140: 0.4429                                                                                   −1.0
                                                                                                            91   100       110              120        130   140

                                                                                                                                 Topic number
CWI/CNLP, Bilingual English to Dutch, Auto, T                                                                           Run AAbiENNLt
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.0000                   Total number of documents
 Query 92: 0.0696                   over all queries
 Query 93: 0.7315                       Retrieved:    46858                                          0.8
 Query 94: 0.0024                       Relevant:      1862
 Query 95: 0.0004                       Rel_ret:        699
 Query 96: 0.0000
 Query 97: 0.0943                   Interpolated Recall -
                                                                                                     0.6
 Query 98: 0.0014                   Precision Averages:
 Query 99: 0.1349                       at 0.00       0.3216
 Query 100: 0.1153                      at 0.10       0.2444




                                                                    Precision
 Query 101: 0.6506                      at 0.20       0.2021
 Query 102: 0.4871                      at 0.30       0.1668                                         0.4
 Query 103: 0.0000                      at 0.40       0.1424
 Query 104: 0.0214                      at 0.50       0.1292
 Query 105: 0.3925                      at 0.60       0.1177
 Query 106: 0.0081                      at 0.70       0.1092                                         0.2
 Query 107: 0.0067                      at 0.80       0.0807
 Query 108: 0.3629                      at 0.90       0.0473
 Query 109: 0.0567                      at 1.00       0.0294
 Query 110: 0.0066                                                                                   0.0
 Query 111: 0.1721                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.1443                  for all rel. documents
 Query 113: 0.0001                                    0.1326                                                                       Recall
 Query 114: 0.0252                  Precision:
 Query 115: 0.2481                    At    5 docs:   0.1800                                                             Run AAbiENNLt
 Query 116: 0.5492                    At   10 docs:   0.1760                                                           Comparison to median by topic
 Query 117: 0.0009                    At   15 docs:   0.1587
                                                                                                     +1.0
 Query 118: 0.0446                    At   20 docs:   0.1540
 Query 119: 0.0036                    At   30 docs:   0.1287
 Query 120: 0.0370                    At 100 docs:    0.0720
 Query 121: 0.4300                    At 200 docs:    0.0452
 Query 122: 0.0088                    At 500 docs:    0.0244
 Query 123: 0.0186                    At 1000 docs:   0.0140                                         +0.5
 Query 124: 0.0192
 Query 125: 0.0005                  R-Precision (prec. after R
 Query 126: 0.0000                  (=num_rel) docs. retrieved):
 Query 127: 0.0064                      Exact:        0.1429
 Query 128: 0.0008                                                                                    0.0
 Query 129: 0.0018
 Query 130: 0.0670
 Query 131: 0.1270
 Query 132: 0.4329
 Query 133: 0.0094
                                                                    Difference (average precision)




 Query 134: 0.7500                                                                                   −0.5
 Query 135: 0.0060
 Query 136: 0.2182
 Query 137: 0.0000
 Query 138: 0.0000
 Query 139: 0.0171                                                                                   −1.0
 Query 140: 0.1476                                                                                          91   100       110              120        130   140

                                                                                                                                 Topic number
CWI/CNLP, Bilingual English to Dutch, Auto, TD                                                                         Run AAbiENNLtd
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.0001                   Total number of documents
 Query 92: 0.1092                   over all queries
 Query 93: 0.6391                       Retrieved:    50000                                          0.8
 Query 94: 0.0027                       Relevant:      1862
 Query 95: 0.0001                       Rel_ret:        816
 Query 96: 0.0000
 Query 97: 0.1317                   Interpolated Recall -
                                                                                                     0.6
 Query 98: 0.0044                   Precision Averages:
 Query 99: 0.0006                       at 0.00       0.3352
 Query 100: 0.0492                      at 0.10       0.2987




                                                                    Precision
 Query 101: 0.5951                      at 0.20       0.2274
 Query 102: 0.4226                      at 0.30       0.2130                                         0.4
 Query 103: 0.0335                      at 0.40       0.1787
 Query 104: 0.0141                      at 0.50       0.1678
 Query 105: 0.3326                      at 0.60       0.1471
 Query 106: 0.0036                      at 0.70       0.1272                                         0.2
 Query 107: 0.0059                      at 0.80       0.1079
 Query 108: 0.3210                      at 0.90       0.0811
 Query 109: 0.2202                      at 1.00       0.0672
 Query 110: 0.3289                                                                                   0.0
 Query 111: 0.0145                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.4493                  for all rel. documents
 Query 113: 0.0011                                    0.1622                                                                       Recall
 Query 114: 0.1896                  Precision:
 Query 115: 0.1413                    At    5 docs:   0.1960                                                            Run AAbiENNLtd
 Query 116: 0.5025                    At   10 docs:   0.1800                                                           Comparison to median by topic
 Query 117: 0.0002                    At   15 docs:   0.1653
                                                                                                     +1.0
 Query 118: 0.0183                    At   20 docs:   0.1480
 Query 119: 0.0031                    At   30 docs:   0.1353
 Query 120: 0.0490                    At 100 docs:    0.0772
 Query 121: 0.2947                    At 200 docs:    0.0519
 Query 122: 0.0017                    At 500 docs:    0.0278
 Query 123: 0.9160                    At 1000 docs:   0.0163                                         +0.5
 Query 124: 0.0147
 Query 125: 0.0015                  R-Precision (prec. after R
 Query 126: 0.0000                  (=num_rel) docs. retrieved):
 Query 127: 0.0476                      Exact:        0.1745
 Query 128: 0.0007                                                                                    0.0
 Query 129: 0.0004
 Query 130: 0.1141
 Query 131: 0.0130
 Query 132: 0.3406
 Query 133: 0.0251
                                                                    Difference (average precision)




 Query 134: 1.0000                                                                                   −0.5
 Query 135: 0.1059
 Query 136: 0.4867
 Query 137: 0.0000
 Query 138: 0.0000
 Query 139: 0.0153                                                                                   −1.0
 Query 140: 0.1476                                                                                          91   100       110              120        130   140

                                                                                                                                 Topic number
JHU/APL, Bilingual English to Dutch, Auto, TD                                                                              Run aplbiennl
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.0028                   Total number of documents
 Query 92: 0.4238                   over all queries
 Query 93: 0.0012                       Retrieved:    50000                                          0.8
 Query 94: 0.7476                       Relevant:      1862
 Query 95: 0.6341                       Rel_ret:       1625
 Query 96: 0.1376
 Query 97: 0.1541                   Interpolated Recall -
 Query 98: 0.5190                   Precision Averages:                                              0.6
 Query 99: 0.0535                       at 0.00       0.6456
 Query 100: 0.6386                      at 0.10       0.5694
 Query 101: 0.5855                      at 0.20       0.5039




                                                                    Precision
 Query 102: 0.7029                      at 0.30       0.4423                                         0.4
 Query 103: 0.2829                      at 0.40       0.3980
 Query 104: 0.5656                      at 0.50       0.3734
 Query 105: 0.4078                      at 0.60       0.3229
 Query 106: 0.0514                      at 0.70       0.2692                                         0.2
 Query 107: 0.1980                      at 0.80       0.2429
 Query 108: 0.3539                      at 0.90       0.1818
 Query 109: 0.2453                      at 1.00       0.1111
 Query 110: 0.0769
                                                                                                     0.0
 Query 111: 0.1324                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.0475                  for all rel. documents
 Query 113: 0.0038                                    0.3516                                                                       Recall
 Query 114: 0.8430                  Precision:
 Query 115: 0.3079                    At    5 docs:   0.4440                                                               Run aplbiennl
 Query 116: 0.0875                    At   10 docs:   0.4140
 Query 117: 0.1236                    At   15 docs:   0.3813                                                           Comparison to median by topic
 Query 118: 0.0235                    At   20 docs:   0.3560                                         +1.0
 Query 119: 0.8516                    At   30 docs:   0.3147
 Query 120: 0.0764                    At 100 docs:    0.1772
 Query 121: 0.2977                    At 200 docs:    0.1136
 Query 122: 0.2189                    At 500 docs:    0.0576
 Query 123: 0.8568                    At 1000 docs:   0.0325                                         +0.5
 Query 124: 0.2197
 Query 125: 0.0590                  R-Precision (prec. after R
 Query 126: 0.6795                  (=num_rel) docs. retrieved):
 Query 127: 0.0319                      Exact:        0.3559
 Query 128: 0.0122                                                                                    0.0
 Query 129: 0.5334
 Query 130: 0.6353
 Query 131: 0.6180
 Query 132: 0.9040
 Query 133: 0.0105
                                                                    Difference (average precision)




 Query 134: 0.2369                                                                                   −0.5
 Query 135: 0.8104
 Query 136: 0.6862
 Query 137: 0.0000
 Query 138: 0.6025
 Query 139: 0.1809                                                                                   −1.0
 Query 140: 0.7078                                                                                          91   100       110              120        130   140

                                                                                                                                 Topic number
Univ. of Ca. at Berkeley 2, Bilingual English to Dutch, Auto, TD                                                         Run bky2biennl
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.0011                   Total number of documents
 Query 92: 0.1586                   over all queries
 Query 93: 0.6790                       Retrieved:    50000
                                                                                                     0.8
 Query 94: 0.0405                       Relevant:      1862
 Query 95: 0.6454                       Rel_ret:       1524
 Query 96: 0.1276
 Query 97: 0.1024                   Interpolated Recall -
 Query 98: 0.9167                   Precision Averages:                                              0.6
 Query 99: 0.0146                       at 0.00       0.5415
 Query 100: 0.7628                      at 0.10       0.4731
 Query 101: 0.7222                      at 0.20       0.4326




                                                                    Precision
 Query 102: 0.5815                      at 0.30       0.4062                                         0.4
 Query 103: 0.2651                      at 0.40       0.3646
 Query 104: 0.0987                      at 0.50       0.3386
 Query 105: 0.3053                      at 0.60       0.3069
 Query 106: 0.0716                      at 0.70       0.2632                                         0.2
 Query 107: 0.0169                      at 0.80       0.2220
 Query 108: 0.4186                      at 0.90       0.1778
 Query 109: 0.0559                      at 1.00       0.1304
 Query 110: 0.8750
                                                                                                     0.0
 Query 111: 0.0011                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.2256                  for all rel. documents
 Query 113: 0.0316                                    0.3199                                                                       Recall
 Query 114: 0.7395                  Precision:
 Query 115: 0.2806                    At    5 docs:   0.3680                                                              Run bky2biennl
 Query 116: 0.7758                    At   10 docs:   0.3580
 Query 117: 0.0322                    At   15 docs:   0.3333                                                           Comparison to median by topic
 Query 118: 0.0186                    At   20 docs:   0.3090                                         +1.0
 Query 119: 0.5778                    At   30 docs:   0.2747
 Query 120: 0.0260                    At 100 docs:    0.1530
 Query 121: 0.3415                    At 200 docs:    0.0984
 Query 122: 0.1420                    At 500 docs:    0.0534
 Query 123: 0.9273                    At 1000 docs:   0.0305                                         +0.5
 Query 124: 0.1983
 Query 125: 0.2256                  R-Precision (prec. after R
 Query 126: 0.3226                  (=num_rel) docs. retrieved):
 Query 127: 0.8720                      Exact:        0.3238
 Query 128: 0.0886                                                                                    0.0
 Query 129: 0.0068
 Query 130: 0.3347
 Query 131: 0.0191
 Query 132: 0.8625
 Query 133: 0.2599
                                                                    Difference (average precision)




 Query 134: 1.0000                                                                                   −0.5
 Query 135: 0.0199
 Query 136: 0.0053
 Query 137: 0.0000
 Query 138: 0.0078
 Query 139: 0.1918                                                                                   −1.0
 Query 140: 0.6026                                                                                          91   100       110              120        130   140

                                                                                                                                 Topic number
Univ. Tampere, Dept. IS, Bilingual English to Dutch, Auto, TD                                                               Run dualge
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.0000                   Total number of documents
 Query 92: 0.0002                   over all queries
 Query 93: 0.0000                       Retrieved:    41009
                                                                                                     0.8
 Query 94: 0.0000                       Relevant:      1862
 Query 95: 0.0000                       Rel_ret:         25
 Query 96: 0.0000
 Query 97: 0.0000                   Interpolated Recall -
 Query 98: 0.0000                   Precision Averages:                                              0.6
 Query 99: 0.0000                       at 0.00       0.0457
 Query 100: 0.0000                      at 0.10       0.0021
 Query 101: 0.0000                      at 0.20       0.0000




                                                                    Precision
 Query 102: 0.0000                      at 0.30       0.0000                                         0.4
 Query 103: 0.0000                      at 0.40       0.0000
 Query 104: 0.0104                      at 0.50       0.0000
 Query 105: 0.0000                      at 0.60       0.0000
 Query 106: 0.0000                      at 0.70       0.0000                                         0.2
 Query 107: 0.0000                      at 0.80       0.0000
 Query 108: 0.0000                      at 0.90       0.0000
 Query 109: 0.0000                      at 1.00       0.0000
 Query 110: 0.0000
                                                                                                     0.0
 Query 111: 0.0101                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.0000                  for all rel. documents
 Query 113: 0.0417                                    0.0023                                                                       Recall
 Query 114: 0.0000                  Precision:
 Query 115: 0.0000                    At    5 docs:   0.0280                                                                 Run dualge
 Query 116: 0.0002                    At   10 docs:   0.0240
 Query 117: 0.0037                    At   15 docs:   0.0160                                                           Comparison to median by topic
 Query 118: 0.0000                    At   20 docs:   0.0120                                         +1.0
 Query 119: 0.0000                    At   30 docs:   0.0093
 Query 120: 0.0000                    At 100 docs:    0.0036
 Query 121: 0.0001                    At 200 docs:    0.0018
 Query 122: 0.0000                    At 500 docs:    0.0008
 Query 123: 0.0000                    At 1000 docs:   0.0005                                         +0.5
 Query 124: 0.0000
 Query 125: 0.0000                  R-Precision (prec. after R
 Query 126: 0.0000                  (=num_rel) docs. retrieved):
 Query 127: 0.0000                      Exact:        0.0040
 Query 128: 0.0000                                                                                    0.0
 Query 129: 0.0000
 Query 130: 0.0000
 Query 131: 0.0000
 Query 132: 0.0000
 Query 133: 0.0000
                                                                    Difference (average precision)




 Query 134: 0.0000                                                                                   −0.5
 Query 135: 0.0000
 Query 136: 0.0000
 Query 137: 0.0000
 Query 138: 0.0000
 Query 139: 0.0000                                                                                   −1.0
 Query 140: 0.0463                                                                                          91   100       110              120        130   140

                                                                                                                                 Topic number
Océ, Bilingual English to Dutch, Auto, TD                                                                              Run oce02en2nlER
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.0002                   Total number of documents
 Query 92: 0.3796                   over all queries
 Query 93: 0.0018                       Retrieved:    50000                                          0.8
 Query 94: 0.0215                       Relevant:      1862
 Query 95: 0.0153                       Rel_ret:        902
 Query 96: 0.0822
 Query 97: 0.0011                   Interpolated Recall -
                                                                                                     0.6
 Query 98: 0.8367                   Precision Averages:
 Query 99: 0.0077                       at 0.00       0.4767
 Query 100: 0.3673                      at 0.10       0.3133




                                                                    Precision
 Query 101: 0.1201                      at 0.20       0.2614
 Query 102: 0.2330                      at 0.30       0.2433                                         0.4
 Query 103: 0.2336                      at 0.40       0.2172
 Query 104: 0.0985                      at 0.50       0.1861
 Query 105: 0.0480                      at 0.60       0.1581
 Query 106: 0.0021                      at 0.70       0.1302                                         0.2
 Query 107: 0.0005                      at 0.80       0.1200
 Query 108: 0.5068                      at 0.90       0.0885
 Query 109: 0.0012                      at 1.00       0.0750
 Query 110: 0.7679                                                                                   0.0
 Query 111: 0.0102                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.6542                  for all rel. documents
 Query 113: 0.0013                                    0.1912                                                                       Recall
 Query 114: 0.0540                  Precision:
 Query 115: 0.0174                    At    5 docs:   0.2800                                                            Run oce02en2nlER
 Query 116: 0.0166                    At   10 docs:   0.2160                                                           Comparison to median by topic
 Query 117: 0.0040                    At   15 docs:   0.1880
                                                                                                     +1.0
 Query 118: 0.0155                    At   20 docs:   0.1640
 Query 119: 0.4085                    At   30 docs:   0.1433
 Query 120: 0.0580                    At 100 docs:    0.0844
 Query 121: 0.1291                    At 200 docs:    0.0531
 Query 122: 0.0464                    At 500 docs:    0.0288
 Query 123: 0.8453                    At 1000 docs:   0.0180                                         +0.5
 Query 124: 0.2020
 Query 125: 0.0547                  R-Precision (prec. after R
 Query 126: 0.0004                  (=num_rel) docs. retrieved):
 Query 127: 0.5813                      Exact:        0.2107
 Query 128: 0.0009                                                                                    0.0
 Query 129: 0.1012
 Query 130: 0.3308
 Query 131: 0.0241
 Query 132: 0.0392
 Query 133: 0.0415
                                                                    Difference (average precision)




 Query 134: 1.0000                                                                                   −0.5
 Query 135: 0.1847
 Query 136: 0.9267
 Query 137: 0.0000
 Query 138: 0.0179
 Query 139: 0.0557                                                                                   −1.0
 Query 140: 0.0131                                                                                          91   100       110              120        130   140

                                                                                                                                 Topic number
Univ. of Twente, Bilingual English to Dutch, Auto, TD                                                                       Run tnoen1
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.0000                   Total number of documents
 Query 92: 0.4278                   over all queries
 Query 93: 0.7596                       Retrieved:    49361                                          0.8
 Query 94: 0.2169                       Relevant:      1862
 Query 95: 0.4290                       Rel_ret:       1549
 Query 96: 0.1767
 Query 97: 0.1354                   Interpolated Recall -
                                                                                                     0.6
 Query 98: 0.8413                   Precision Averages:
 Query 99: 0.1109                       at 0.00       0.7382
 Query 100: 0.5993                      at 0.10       0.5657




                                                                    Precision
 Query 101: 0.3213                      at 0.20       0.4565
 Query 102: 0.4988                      at 0.30       0.3958                                         0.4
 Query 103: 0.3318                      at 0.40       0.3636
 Query 104: 0.2612                      at 0.50       0.3285
 Query 105: 0.3448                      at 0.60       0.2980
 Query 106: 0.1020                      at 0.70       0.2730                                         0.2
 Query 107: 0.1142                      at 0.80       0.2330
 Query 108: 0.0835                      at 0.90       0.1688
 Query 109: 0.0401                      at 1.00       0.1371
 Query 110: 1.0000                                                                                   0.0
 Query 111: 0.1938                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.4775                  for all rel. documents
 Query 113: 0.0015                                    0.3369                                                                       Recall
 Query 114: 0.3213                  Precision:
 Query 115: 0.1368                    At    5 docs:   0.4560                                                                 Run tnoen1
 Query 116: 0.6608                    At   10 docs:   0.3800                                                           Comparison to median by topic
 Query 117: 0.1357                    At   15 docs:   0.3360
                                                                                                     +1.0
 Query 118: 0.0932                    At   20 docs:   0.3060
 Query 119: 0.1855                    At   30 docs:   0.2607
 Query 120: 0.2232                    At 100 docs:    0.1516
 Query 121: 0.3899                    At 200 docs:    0.1016
 Query 122: 0.0886                    At 500 docs:    0.0553
 Query 123: 0.9414                    At 1000 docs:   0.0310                                         +0.5
 Query 124: 0.1399
 Query 125: 0.2994                  R-Precision (prec. after R
 Query 126: 0.2614                  (=num_rel) docs. retrieved):
 Query 127: 0.8432                      Exact:        0.3443
 Query 128: 0.0764                                                                                    0.0
 Query 129: 0.3960
 Query 130: 0.0662
 Query 131: 0.2742
 Query 132: 0.6222
 Query 133: 0.0496
                                                                    Difference (average precision)




 Query 134: 1.0000                                                                                   −0.5
 Query 135: 0.1430
 Query 136: 1.0000
 Query 137: 0.0000
 Query 138: 0.1418
 Query 139: 0.3483                                                                                   −1.0
 Query 140: 0.5400                                                                                          91   100       110              120        130   140

                                                                                                                                 Topic number
University of Amsterdam, Bilingual English to Dutch, Auto, TD                                                          Run UAmsC02EnDuMorph
 Average precision                  Overall statistics                                                                     Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.0003                   Total number of documents
 Query 92: 0.4495                   over all queries
 Query 93: 0.2921                       Retrieved:    50000
                                                                                                     0.8
 Query 94: 0.0232                       Relevant:      1862
 Query 95: 0.4873                       Rel_ret:       1171
 Query 96: 0.0000
 Query 97: 0.0021                   Interpolated Recall -
 Query 98: 0.0300                   Precision Averages:                                              0.6
 Query 99: 0.0054                       at 0.00       0.4772
 Query 100: 0.0018                      at 0.10       0.4213
 Query 101: 0.4911                      at 0.20       0.3700




                                                                    Precision
 Query 102: 0.6188                      at 0.30       0.3238                                         0.4
 Query 103: 0.4767                      at 0.40       0.2933
 Query 104: 0.7000                      at 0.50       0.2569
 Query 105: 0.4679                      at 0.60       0.2331
 Query 106: 0.0213                      at 0.70       0.1946                                         0.2
 Query 107: 0.0003                      at 0.80       0.1627
 Query 108: 0.3751                      at 0.90       0.1204
 Query 109: 0.0013                      at 1.00       0.0941
 Query 110: 0.3826
                                                                                                     0.0
 Query 111: 0.0314                  Avg. prec. (non-interpolated)                                      0.0       0.2         0.4              0.6        0.8   1.0
 Query 112: 0.4559                  for all rel. documents
 Query 113: 0.0013                                    0.2576                                                                         Recall
 Query 114: 0.6285                  Precision:
 Query 115: 0.0008                    At    5 docs:   0.3400                                                           Run UAmsC02EnDuMorph
 Query 116: 0.7256                    At   10 docs:   0.2940
 Query 117: 0.0248                    At   15 docs:   0.2720                                                             Comparison to median by topic
 Query 118: 0.0105                    At   20 docs:   0.2480                                         +1.0
 Query 119: 0.1100                    At   30 docs:   0.2153
 Query 120: 0.0419                    At 100 docs:    0.1232
 Query 121: 0.3113                    At 200 docs:    0.0807
 Query 122: 0.0274                    At 500 docs:    0.0417
 Query 123: 0.8454                    At 1000 docs:   0.0234                                         +0.5
 Query 124: 0.0016
 Query 125: 0.0014                  R-Precision (prec. after R
 Query 126: 0.4569                  (=num_rel) docs. retrieved):
 Query 127: 0.0094                      Exact:        0.2621
 Query 128: 0.0187                                                                                    0.0
 Query 129: 0.0169
 Query 130: 0.5914
 Query 131: 0.0003
 Query 132: 0.5458
 Query 133: 0.0266
                                                                    Difference (average precision)




 Query 134: 1.0000                                                                                   −0.5
 Query 135: 0.0692
 Query 136: 0.9267
 Query 137: 0.0000
 Query 138: 0.4446
 Query 139: 0.1542                                                                                   −1.0
 Query 140: 0.5726                                                                                          91   100         110              120        130   140

                                                                                                                                   Topic number
University of Amsterdam, Bilingual English to Dutch, Auto, TD                                                          Run UAmsC02EnDuNGiMO
 Average precision                  Overall statistics                                                                      Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.0080                   Total number of documents
 Query 92: 0.3930                   over all queries
 Query 93: 0.7893                       Retrieved:    50000                                          0.8
 Query 94: 0.4939                       Relevant:      1862
 Query 95: 0.4047                       Rel_ret:       1206
 Query 96: 0.0015
 Query 97: 0.0015                   Interpolated Recall -
                                                                                                     0.6
 Query 98: 0.1729                   Precision Averages:
 Query 99: 0.1489                       at 0.00       0.5652
 Query 100: 0.6770                      at 0.10       0.4744




                                                                    Precision
 Query 101: 0.6211                      at 0.20       0.4211
 Query 102: 0.6760                      at 0.30       0.3765                                         0.4
 Query 103: 0.4779                      at 0.40       0.3336
 Query 104: 0.1777                      at 0.50       0.3075
 Query 105: 0.1002                      at 0.60       0.2654
 Query 106: 0.0069                      at 0.70       0.2294                                         0.2
 Query 107: 0.0110                      at 0.80       0.1804
 Query 108: 0.4452                      at 0.90       0.1284
 Query 109: 0.0225                      at 1.00       0.0999
 Query 110: 0.8875
                                                                                                     0.0
 Query 111: 0.1771                  Avg. prec. (non-interpolated)                                      0.0       0.2          0.4              0.6        0.8   1.0
 Query 112: 0.4910                  for all rel. documents
 Query 113: 0.0000                                    0.2933                                                                          Recall
 Query 114: 0.7581                  Precision:
 Query 115: 0.5210                    At    5 docs:   0.4080                                                           Run UAmsC02EnDuNGiMO
 Query 116: 0.8945                    At   10 docs:   0.3760                                                              Comparison to median by topic
 Query 117: 0.0298                    At   15 docs:   0.3413
                                                                                                     +1.0
 Query 118: 0.0127                    At   20 docs:   0.3160
 Query 119: 0.4670                    At   30 docs:   0.2767
 Query 120: 0.0476                    At 100 docs:    0.1432
 Query 121: 0.3136                    At 200 docs:    0.0877
 Query 122: 0.0702                    At 500 docs:    0.0429
 Query 123: 0.8393                    At 1000 docs:   0.0241                                         +0.5
 Query 124: 0.3809
 Query 125: 0.0019                  R-Precision (prec. after R
 Query 126: 0.0664                  (=num_rel) docs. retrieved):
 Query 127: 0.0016                      Exact:        0.3124
 Query 128: 0.0002                                                                                    0.0
 Query 129: 0.0270
 Query 130: 0.6070
 Query 131: 0.0911
 Query 132: 0.5841
 Query 133: 0.0606
                                                                    Difference (average precision)




 Query 134: 1.0000                                                                                   −0.5
 Query 135: 0.0276
 Query 136: 0.0525
 Query 137: 0.0000
 Query 138: 0.1420
 Query 139: 0.1619                                                                                   −1.0
 Query 140: 0.3197                                                                                          91   100          110              120        130   140

                                                                                                                                    Topic number
University of Amsterdam, Bilingual English to Dutch, Auto, TD                                                          Run UAmsC02EnDuNGram
 Average precision                  Overall statistics                                                                      Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.0085                   Total number of documents
 Query 92: 0.3430                   over all queries
 Query 93: 0.7884                       Retrieved:    50000                                          0.8
 Query 94: 0.6506                       Relevant:      1862
 Query 95: 0.3564                       Rel_ret:       1083
 Query 96: 0.0019
 Query 97: 0.0013                   Interpolated Recall -
                                                                                                     0.6
 Query 98: 0.1195                   Precision Averages:
 Query 99: 0.2326                       at 0.00       0.5146
 Query 100: 0.6980                      at 0.10       0.4379




                                                                    Precision
 Query 101: 0.6158                      at 0.20       0.3943
 Query 102: 0.6040                      at 0.30       0.3533                                         0.4
 Query 103: 0.4149                      at 0.40       0.3230
 Query 104: 0.0620                      at 0.50       0.3035
 Query 105: 0.0402                      at 0.60       0.2593
 Query 106: 0.0012                      at 0.70       0.2184                                         0.2
 Query 107: 0.0147                      at 0.80       0.1823
 Query 108: 0.4512                      at 0.90       0.1233
 Query 109: 0.0190                      at 1.00       0.0952
 Query 110: 1.0000
                                                                                                     0.0
 Query 111: 0.1751                  Avg. prec. (non-interpolated)                                      0.0       0.2          0.4              0.6        0.8   1.0
 Query 112: 0.4821                  for all rel. documents
 Query 113: 0.0000                                    0.2807                                                                          Recall
 Query 114: 0.7393                  Precision:
 Query 115: 0.5459                    At    5 docs:   0.3720                                                           Run UAmsC02EnDuNGram
 Query 116: 0.9269                    At   10 docs:   0.3480                                                              Comparison to median by topic
 Query 117: 0.0138                    At   15 docs:   0.3280
                                                                                                     +1.0
 Query 118: 0.0093                    At   20 docs:   0.2890
 Query 119: 0.5264                    At   30 docs:   0.2473
 Query 120: 0.0501                    At 100 docs:    0.1294
 Query 121: 0.3092                    At 200 docs:    0.0801
 Query 122: 0.0348                    At 500 docs:    0.0398
 Query 123: 0.7899                    At 1000 docs:   0.0217                                         +0.5
 Query 124: 0.3854
 Query 125: 0.0018                  R-Precision (prec. after R
 Query 126: 0.0012                  (=num_rel) docs. retrieved):
 Query 127: 0.0010                      Exact:        0.2972
 Query 128: 0.0000                                                                                    0.0
 Query 129: 0.0245
 Query 130: 0.5903
 Query 131: 0.2250
 Query 132: 0.5592
 Query 133: 0.0372
                                                                    Difference (average precision)




 Query 134: 1.0000                                                                                   −0.5
 Query 135: 0.0116
 Query 136: 0.0057
 Query 137: 0.0000
 Query 138: 0.0003
 Query 139: 0.1254                                                                                   −1.0
 Query 140: 0.0386                                                                                          91   100          110              120        130   140

                                                                                                                                    Topic number
JHU/APL, Bilingual English to Swedish, Auto, TD                                                                           Run aplbiensv
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 49 queries):                                                 1.0

 Query 91: 0.3998                   Total number of documents
 Query 92: 0.5318                   over all queries
 Query 93: 0.0014                       Retrieved:    49000                                          0.8
 Query 94: 0.2754                       Relevant:      1196
 Query 95: 0.2372                       Rel_ret:       1052
 Query 96: 0.0115
 Query 97: 0.0277                   Interpolated Recall -
 Query 98: 0.5833                   Precision Averages:                                              0.6
 Query 99: 0.2216                       at 0.00       0.6244
 Query 100: 0.3303                      at 0.10       0.5183
 Query 101: 0.6016                      at 0.20       0.4095




                                                                    Precision
 Query 102: 0.5509                      at 0.30       0.3770                                         0.4
 Query 103: 0.2045                      at 0.40       0.3329
 Query 104: 0.6371                      at 0.50       0.2993
 Query 105: 0.6753                      at 0.60       0.2628
 Query 106: 0.2456                      at 0.70       0.2260                                         0.2
 Query 107: 0.0134                      at 0.80       0.1993
 Query 108: 0.1463                      at 0.90       0.1406
 Query 109: 0.3544                      at 1.00       0.0858
 Query 111: 0.1178
                                                                                                     0.0
 Query 112: 0.1278                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 113: 0.0043                  for all rel. documents
 Query 114: 0.4760                                    0.3003                                                                       Recall
 Query 115: 0.2206                  Precision:
 Query 116: 0.0000                    At    5 docs:   0.4082                                                               Run aplbiensv
 Query 117: 0.1785                    At   10 docs:   0.3551
 Query 118: 0.0018                    At   15 docs:   0.3184                                                           Comparison to median by topic
 Query 119: 0.6268                    At   20 docs:   0.2969                                         +1.0
 Query 120: 0.3333                    At   30 docs:   0.2578
 Query 121: 0.0294                    At 100 docs:    0.1490
 Query 122: 0.6575                    At 200 docs:    0.0881
 Query 123: 0.8720                    At 500 docs:    0.0390
 Query 124: 0.3129                    At 1000 docs:   0.0215                                         +0.5
 Query 125: 0.5410
 Query 126: 0.0238                  R-Precision (prec. after R
 Query 127: 0.1087                  (=num_rel) docs. retrieved):
 Query 128: 0.1155                      Exact:        0.2832
 Query 129: 0.0652                                                                                    0.0
 Query 130: 0.4910
 Query 131: 0.5386
 Query 132: 0.8252
 Query 133: 0.0232
 Query 134: 0.0061
                                                                    Difference (average precision)




 Query 135: 0.2979                                                                                   −0.5
 Query 136: 0.5239
 Query 137: 0.0000
 Query 138: 0.0150
 Query 139: 0.5099
 Query 140: 0.6221                                                                                   −1.0
                                                                                                            91   100       110              120        130   140

                                                                                                                                 Topic number
JHU/APL, Monolingual German, Auto, TD                                                                                      Run aplmode
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.2640                   Total number of documents
 Query 92: 0.3418                   over all queries
 Query 93: 0.8639                       Retrieved:    50000                                          0.8
 Query 94: 0.9236                       Relevant:      1938
 Query 95: 0.2115                       Rel_ret:       1792
 Query 96: 0.6337
 Query 97: 0.7802                   Interpolated Recall -
 Query 98: 0.3304                   Precision Averages:                                              0.6
 Query 99: 0.5439                       at 0.00       0.7179
 Query 100: 0.6478                      at 0.10       0.6479
 Query 101: 0.5476                      at 0.20       0.6121




                                                                    Precision
 Query 102: 0.3986                      at 0.30       0.5630                                         0.4
 Query 103: 0.5205                      at 0.40       0.5298
 Query 104: 0.5083                      at 0.50       0.4960
 Query 105: 0.2154                      at 0.60       0.4683
 Query 106: 0.3054                      at 0.70       0.4180                                         0.2
 Query 107: 0.1399                      at 0.80       0.3621
 Query 108: 0.4255                      at 0.90       0.2686
 Query 109: 0.1675                      at 1.00       0.1620
 Query 110: 0.7455
                                                                                                     0.0
 Query 111: 0.0635                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.7913                  for all rel. documents
 Query 113: 0.2421                                    0.4663                                                                       Recall
 Query 114: 0.3319                  Precision:
 Query 115: 0.0247                    At    5 docs:   0.5560                                                                Run aplmode
 Query 116: 0.7678                    At   10 docs:   0.5100
 Query 117: 0.3307                    At   15 docs:   0.4893                                                           Comparison to median by topic
 Query 118: 0.1490                    At   20 docs:   0.4580                                         +1.0
 Query 119: 0.8526                    At   30 docs:   0.4127
 Query 120: 0.0220                    At 100 docs:    0.2394
 Query 121: 0.7576                    At 200 docs:    0.1451
 Query 122: 0.0485                    At 500 docs:    0.0681
 Query 123: 0.8881                    At 1000 docs:   0.0358                                         +0.5
 Query 124: 0.6096
 Query 125: 0.6296                  R-Precision (prec. after R
 Query 126: 0.0145                  (=num_rel) docs. retrieved):
 Query 127: 0.8611                      Exact:        0.4591
 Query 128: 0.0478                                                                                    0.0
 Query 129: 0.7166
 Query 130: 0.7645
 Query 131: 0.0011
 Query 132: 0.8105
 Query 133: 0.6304
                                                                    Difference (average precision)




 Query 134: 0.7871                                                                                   −0.5
 Query 135: 0.3590
 Query 136: 1.0000
 Query 137: 0.0185
 Query 138: 0.7140
 Query 139: 0.1706                                                                                   −1.0
 Query 140: 0.3934                                                                                          91   100       110              120        130   140

                                                                                                                                 Topic number
Univ. of Ca. at Berkeley 1, Monolingual German, Auto, TDN                                                                Run BKMLGG1
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.3080                   Total number of documents
 Query 92: 0.3299                   over all queries
 Query 93: 0.9098                       Retrieved:    50000                                          0.8
 Query 94: 0.8850                       Relevant:      1938
 Query 95: 0.1490                       Rel_ret:       1705
 Query 96: 0.6141
 Query 97: 0.8464                   Interpolated Recall -
                                                                                                     0.6
 Query 98: 0.6179                   Precision Averages:
 Query 99: 0.6241                       at 0.00       0.7686
 Query 100: 0.6057                      at 0.10       0.6750




                                                                    Precision
 Query 101: 0.5057                      at 0.20       0.6257
 Query 102: 0.4255                      at 0.30       0.5654                                         0.4
 Query 103: 0.4666                      at 0.40       0.5367
 Query 104: 0.3366                      at 0.50       0.5018
 Query 105: 0.4665                      at 0.60       0.4722
 Query 106: 0.1309                      at 0.70       0.4239                                         0.2
 Query 107: 0.0719                      at 0.80       0.3413
 Query 108: 0.4175                      at 0.90       0.2642
 Query 109: 0.1793                      at 1.00       0.1681
 Query 110: 0.5800
                                                                                                     0.0
 Query 111: 0.0825                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.6229                  for all rel. documents
 Query 113: 0.1216                                    0.4696                                                                       Recall
 Query 114: 0.4547                  Precision:
 Query 115: 0.3580                    At    5 docs:   0.5960                                                             Run BKMLGG1
 Query 116: 0.7008                    At   10 docs:   0.5460                                                           Comparison to median by topic
 Query 117: 0.5523                    At   15 docs:   0.5187
                                                                                                     +1.0
 Query 118: 0.4267                    At   20 docs:   0.4800
 Query 119: 0.8477                    At   30 docs:   0.4333
 Query 120: 0.0183                    At 100 docs:    0.2376
 Query 121: 0.4514                    At 200 docs:    0.1423
 Query 122: 0.0389                    At 500 docs:    0.0650
 Query 123: 0.8833                    At 1000 docs:   0.0341                                         +0.5
 Query 124: 0.5805
 Query 125: 0.6196                  R-Precision (prec. after R
 Query 126: 0.2315                  (=num_rel) docs. retrieved):
 Query 127: 0.8973                      Exact:        0.4639
 Query 128: 0.0372                                                                                    0.0
 Query 129: 0.6964
 Query 130: 0.8487
 Query 131: 0.0295
 Query 132: 0.6380
 Query 133: 0.7521
                                                                    Difference (average precision)




 Query 134: 0.5802                                                                                   −0.5
 Query 135: 0.6250
 Query 136: 1.0000
 Query 137: 0.0000
 Query 138: 0.8772
 Query 139: 0.0386                                                                                   −1.0
 Query 140: 0.0004                                                                                          91   100       110              120        130   140

                                                                                                                                 Topic number
Univ. of Ca. at Berkeley 1, Monolingual German, Auto, TD                                                                 Run BKMLGG2
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.3434                   Total number of documents
 Query 92: 0.3334                   over all queries
 Query 93: 0.8868                       Retrieved:    50000                                          0.8
 Query 94: 0.9008                       Relevant:      1938
 Query 95: 0.1486                       Rel_ret:       1734
 Query 96: 0.7040
 Query 97: 0.5706                   Interpolated Recall -
                                                                                                     0.6
 Query 98: 0.6335                   Precision Averages:
 Query 99: 0.4569                       at 0.00       0.7670
 Query 100: 0.5964                      at 0.10       0.6161




                                                                    Precision
 Query 101: 0.7420                      at 0.20       0.5836
 Query 102: 0.4258                      at 0.30       0.5352                                         0.4
 Query 103: 0.5045                      at 0.40       0.4983
 Query 104: 0.2810                      at 0.50       0.4753
 Query 105: 0.2042                      at 0.60       0.4426
 Query 106: 0.2375                      at 0.70       0.4027                                         0.2
 Query 107: 0.1126                      at 0.80       0.3406
 Query 108: 0.4233                      at 0.90       0.2445
 Query 109: 0.0006                      at 1.00       0.1451
 Query 110: 0.5573
                                                                                                     0.0
 Query 111: 0.0453                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.6194                  for all rel. documents
 Query 113: 0.2623                                    0.4404                                                                       Recall
 Query 114: 0.4261                  Precision:
 Query 115: 0.2034                    At    5 docs:   0.5560                                                             Run BKMLGG2
 Query 116: 0.7067                    At   10 docs:   0.5220                                                           Comparison to median by topic
 Query 117: 0.6375                    At   15 docs:   0.4853
                                                                                                     +1.0
 Query 118: 0.1233                    At   20 docs:   0.4600
 Query 119: 0.8198                    At   30 docs:   0.4127
 Query 120: 0.0426                    At 100 docs:    0.2236
 Query 121: 0.3833                    At 200 docs:    0.1382
 Query 122: 0.0241                    At 500 docs:    0.0650
 Query 123: 0.8929                    At 1000 docs:   0.0347                                         +0.5
 Query 124: 0.4533
 Query 125: 0.5425                  R-Precision (prec. after R
 Query 126: 0.0437                  (=num_rel) docs. retrieved):
 Query 127: 0.8996                      Exact:        0.4223
 Query 128: 0.1307                                                                                    0.0
 Query 129: 0.6890
 Query 130: 0.7301
 Query 131: 0.0114
 Query 132: 0.7202
 Query 133: 0.7082
                                                                    Difference (average precision)




 Query 134: 0.6619                                                                                   −0.5
 Query 135: 0.3091
 Query 136: 0.9481
 Query 137: 0.0000
 Query 138: 0.8052
 Query 139: 0.0467                                                                                   −1.0
 Query 140: 0.0718                                                                                          91   100       110              120        130   140

                                                                                                                                 Topic number
Univ. of Ca. at Berkeley 2, Monolingual German, Auto, TD                                                                  Run bky2mode
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.3621                   Total number of documents
 Query 92: 0.3485                   over all queries
 Query 93: 0.8289                       Retrieved:    50000
                                                                                                     0.8
 Query 94: 0.8517                       Relevant:      1938
 Query 95: 0.1451                       Rel_ret:       1807
 Query 96: 0.4631
 Query 97: 0.6372                   Interpolated Recall -
 Query 98: 0.6020                   Precision Averages:                                              0.6
 Query 99: 0.1539                       at 0.00       0.8308
 Query 100: 0.7521                      at 0.10       0.7349
 Query 101: 0.8186                      at 0.20       0.6989




                                                                    Precision
 Query 102: 0.4513                      at 0.30       0.6489                                         0.4
 Query 103: 0.6436                      at 0.40       0.6043
 Query 104: 0.1337                      at 0.50       0.5675
 Query 105: 0.6399                      at 0.60       0.5202
 Query 106: 0.3993                      at 0.70       0.4705                                         0.2
 Query 107: 0.6462                      at 0.80       0.3898
 Query 108: 0.4214                      at 0.90       0.2884
 Query 109: 0.5214                      at 1.00       0.1735
 Query 110: 0.4726
                                                                                                     0.0
 Query 111: 0.0428                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.9250                  for all rel. documents
 Query 113: 0.1856                                    0.5234                                                                       Recall
 Query 114: 0.3313                  Precision:
 Query 115: 0.5274                    At    5 docs:   0.6480                                                              Run bky2mode
 Query 116: 0.6150                    At   10 docs:   0.5800
 Query 117: 0.5123                    At   15 docs:   0.5467                                                           Comparison to median by topic
 Query 118: 0.1200                    At   20 docs:   0.5130                                         +1.0
 Query 119: 0.8392                    At   30 docs:   0.4573
 Query 120: 0.0382                    At 100 docs:    0.2562
 Query 121: 0.3131                    At 200 docs:    0.1532
 Query 122: 0.4119                    At 500 docs:    0.0691
 Query 123: 0.9821                    At 1000 docs:   0.0361                                         +0.5
 Query 124: 0.4723
 Query 125: 0.4944                  R-Precision (prec. after R
 Query 126: 0.2901                  (=num_rel) docs. retrieved):
 Query 127: 0.9090                      Exact:        0.5218
 Query 128: 0.0745                                                                                    0.0
 Query 129: 0.6987
 Query 130: 0.7174
 Query 131: 0.0518
 Query 132: 0.7160
 Query 133: 0.5812
                                                                    Difference (average precision)




 Query 134: 0.8231                                                                                   −0.5
 Query 135: 0.7314
 Query 136: 1.0000
 Query 137: 1.0000
 Query 138: 0.5224
 Query 139: 0.3670                                                                                   −1.0
 Query 140: 0.5857                                                                                          91   100       110              120        130   140

                                                                                                                                 Topic number
Eurospider IT AG, Monolingual German, Auto, TD                                                                           Run EIT2GDB1
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.1106                   Total number of documents
 Query 92: 0.2981                   over all queries
 Query 93: 0.8649                       Retrieved:    50000                                          0.8
 Query 94: 0.8726                       Relevant:      1938
 Query 95: 0.0098                       Rel_ret:       1692
 Query 96: 0.5354
 Query 97: 0.1412                   Interpolated Recall -
                                                                                                     0.6
 Query 98: 0.4342                   Precision Averages:
 Query 99: 0.0868                       at 0.00       0.7908
 Query 100: 0.7434                      at 0.10       0.6267




                                                                    Precision
 Query 101: 0.7668                      at 0.20       0.5772
 Query 102: 0.4311                      at 0.30       0.5441                                         0.4
 Query 103: 0.6714                      at 0.40       0.5139
 Query 104: 0.1202                      at 0.50       0.4800
 Query 105: 0.6055                      at 0.60       0.4425
 Query 106: 0.2696                      at 0.70       0.3974                                         0.2
 Query 107: 0.3371                      at 0.80       0.3384
 Query 108: 0.3437                      at 0.90       0.2311
 Query 109: 0.3336                      at 1.00       0.1291
 Query 110: 0.7007
                                                                                                     0.0
 Query 111: 0.0314                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.9422                  for all rel. documents
 Query 113: 0.2240                                    0.4482                                                                       Recall
 Query 114: 0.1408                  Precision:
 Query 115: 0.1879                    At    5 docs:   0.5640                                                              Run EIT2GDB1
 Query 116: 0.6403                    At   10 docs:   0.5160                                                           Comparison to median by topic
 Query 117: 0.3887                    At   15 docs:   0.4747
                                                                                                     +1.0
 Query 118: 0.1464                    At   20 docs:   0.4460
 Query 119: 0.8102                    At   30 docs:   0.4113
 Query 120: 0.0943                    At 100 docs:    0.2308
 Query 121: 0.2186                    At 200 docs:    0.1395
 Query 122: 0.0616                    At 500 docs:    0.0640
 Query 123: 0.9325                    At 1000 docs:   0.0338                                         +0.5
 Query 124: 0.4478
 Query 125: 0.5894                  R-Precision (prec. after R
 Query 126: 0.5370                  (=num_rel) docs. retrieved):
 Query 127: 0.8977                      Exact:        0.4314
 Query 128: 0.0593                                                                                    0.0
 Query 129: 0.5526
 Query 130: 0.7423
 Query 131: 0.0092
 Query 132: 0.7940
 Query 133: 0.6144
                                                                    Difference (average precision)




 Query 134: 0.8485                                                                                   −0.5
 Query 135: 0.3744
 Query 136: 1.0000
 Query 137: 0.0588
 Query 138: 0.5817
 Query 139: 0.2761                                                                                   −1.0
 Query 140: 0.5300                                                                                          91   100       110              120        130   140

                                                                                                                                 Topic number
Eurospider IT AG, Monolingual German, Auto, TD                                                                           Run EIT2GDL1
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.1369                   Total number of documents
 Query 92: 0.2673                   over all queries
 Query 93: 0.9049                       Retrieved:    50000                                          0.8
 Query 94: 0.8866                       Relevant:      1938
 Query 95: 0.0139                       Rel_ret:       1704
 Query 96: 0.6233
 Query 97: 0.1803                   Interpolated Recall -
                                                                                                     0.6
 Query 98: 0.5652                   Precision Averages:
 Query 99: 0.0409                       at 0.00       0.7596
 Query 100: 0.7611                      at 0.10       0.6408




                                                                    Precision
 Query 101: 0.7405                      at 0.20       0.6027
 Query 102: 0.4209                      at 0.30       0.5657                                         0.4
 Query 103: 0.6765                      at 0.40       0.5283
 Query 104: 0.1289                      at 0.50       0.4828
 Query 105: 0.6018                      at 0.60       0.4439
 Query 106: 0.2510                      at 0.70       0.3974                                         0.2
 Query 107: 0.3297                      at 0.80       0.3258
 Query 108: 0.3693                      at 0.90       0.2406
 Query 109: 0.3268                      at 1.00       0.1412
 Query 110: 0.6775
                                                                                                     0.0
 Query 111: 0.0498                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.9222                  for all rel. documents
 Query 113: 0.1698                                    0.4561                                                                       Recall
 Query 114: 0.1247                  Precision:
 Query 115: 0.2207                    At    5 docs:   0.5920                                                              Run EIT2GDL1
 Query 116: 0.6515                    At   10 docs:   0.5420                                                           Comparison to median by topic
 Query 117: 0.3557                    At   15 docs:   0.4893
                                                                                                     +1.0
 Query 118: 0.1055                    At   20 docs:   0.4620
 Query 119: 0.7713                    At   30 docs:   0.4240
 Query 120: 0.0628                    At 100 docs:    0.2336
 Query 121: 0.2087                    At 200 docs:    0.1393
 Query 122: 0.0872                    At 500 docs:    0.0642
 Query 123: 1.0000                    At 1000 docs:   0.0341                                         +0.5
 Query 124: 0.4421
 Query 125: 0.6592                  R-Precision (prec. after R
 Query 126: 0.4889                  (=num_rel) docs. retrieved):
 Query 127: 0.9123                      Exact:        0.4612
 Query 128: 0.0880                                                                                    0.0
 Query 129: 0.5222
 Query 130: 0.7162
 Query 131: 0.0045
 Query 132: 0.8599
 Query 133: 0.6111
                                                                    Difference (average precision)




 Query 134: 0.7844                                                                                   −0.5
 Query 135: 0.5492
 Query 136: 1.0000
 Query 137: 0.0063
 Query 138: 0.5718
 Query 139: 0.3531                                                                                   −1.0
 Query 140: 0.6045                                                                                          91   100       110              120        130   140

                                                                                                                                 Topic number
Eurospider IT AG, Monolingual German, Auto, TD                                                                           Run EIT2GDM1
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.1291                   Total number of documents
 Query 92: 0.2841                   over all queries
 Query 93: 0.8888                       Retrieved:    50000                                          0.8
 Query 94: 0.8919                       Relevant:      1938
 Query 95: 0.0095                       Rel_ret:       1708
 Query 96: 0.5850
 Query 97: 0.1381                   Interpolated Recall -
                                                                                                     0.6
 Query 98: 0.5032                   Precision Averages:
 Query 99: 0.0651                       at 0.00       0.7737
 Query 100: 0.7507                      at 0.10       0.6448




                                                                    Precision
 Query 101: 0.7689                      at 0.20       0.5928
 Query 102: 0.4501                      at 0.30       0.5604                                         0.4
 Query 103: 0.6944                      at 0.40       0.5236
 Query 104: 0.1260                      at 0.50       0.4865
 Query 105: 0.6151                      at 0.60       0.4494
 Query 106: 0.2635                      at 0.70       0.4049                                         0.2
 Query 107: 0.3382                      at 0.80       0.3398
 Query 108: 0.3583                      at 0.90       0.2372
 Query 109: 0.3753                      at 1.00       0.1357
 Query 110: 0.6950
                                                                                                     0.0
 Query 111: 0.0432                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.9487                  for all rel. documents
 Query 113: 0.1913                                    0.4577                                                                       Recall
 Query 114: 0.1262                  Precision:
 Query 115: 0.2161                    At    5 docs:   0.5960                                                             Run EIT2GDM1
 Query 116: 0.6421                    At   10 docs:   0.5320                                                           Comparison to median by topic
 Query 117: 0.3805                    At   15 docs:   0.4907
                                                                                                     +1.0
 Query 118: 0.1236                    At   20 docs:   0.4470
 Query 119: 0.7967                    At   30 docs:   0.4233
 Query 120: 0.0701                    At 100 docs:    0.2358
 Query 121: 0.2152                    At 200 docs:    0.1402
 Query 122: 0.0760                    At 500 docs:    0.0647
 Query 123: 0.9683                    At 1000 docs:   0.0342                                         +0.5
 Query 124: 0.4514
 Query 125: 0.6364                  R-Precision (prec. after R
 Query 126: 0.5264                  (=num_rel) docs. retrieved):
 Query 127: 0.9100                      Exact:        0.4541
 Query 128: 0.0749                                                                                    0.0
 Query 129: 0.5486
 Query 130: 0.7470
 Query 131: 0.0066
 Query 132: 0.8239
 Query 133: 0.6245
                                                                    Difference (average precision)




 Query 134: 0.8120                                                                                   −0.5
 Query 135: 0.4675
 Query 136: 1.0000
 Query 137: 0.0213
 Query 138: 0.5927
 Query 139: 0.3338                                                                                   −1.0
 Query 140: 0.5795                                                                                          91   100       110              120        130   140

                                                                                                                                 Topic number
Eurospider IT AG, Monolingual German, Auto, TDN                                                                          Run EIT2GNM1
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.2311                   Total number of documents
 Query 92: 0.2933                   over all queries
 Query 93: 0.9424                       Retrieved:    50000                                          0.8
 Query 94: 0.8929                       Relevant:      1938
 Query 95: 0.3791                       Rel_ret:       1843
 Query 96: 0.5480
 Query 97: 0.7767                   Interpolated Recall -
                                                                                                     0.6
 Query 98: 0.4905                   Precision Averages:
 Query 99: 0.4454                       at 0.00       0.8352
 Query 100: 0.7627                      at 0.10       0.7262




                                                                    Precision
 Query 101: 0.6292                      at 0.20       0.6908
 Query 102: 0.4644                      at 0.30       0.6289                                         0.4
 Query 103: 0.7158                      at 0.40       0.5854
 Query 104: 0.1256                      at 0.50       0.5388
 Query 105: 0.6323                      at 0.60       0.4966
 Query 106: 0.3625                      at 0.70       0.4463                                         0.2
 Query 107: 0.3324                      at 0.80       0.3808
 Query 108: 0.3617                      at 0.90       0.2660
 Query 109: 0.4613                      at 1.00       0.1574
 Query 110: 0.6794
                                                                                                     0.0
 Query 111: 0.0521                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.9452                  for all rel. documents
 Query 113: 0.2066                                    0.5148                                                                       Recall
 Query 114: 0.4153                  Precision:
 Query 115: 0.1728                    At    5 docs:   0.6760                                                             Run EIT2GNM1
 Query 116: 0.5222                    At   10 docs:   0.5940                                                           Comparison to median by topic
 Query 117: 0.2727                    At   15 docs:   0.5440
                                                                                                     +1.0
 Query 118: 0.3329                    At   20 docs:   0.5050
 Query 119: 0.8156                    At   30 docs:   0.4680
 Query 120: 0.0576                    At 100 docs:    0.2604
 Query 121: 0.4556                    At 200 docs:    0.1566
 Query 122: 0.1406                    At 500 docs:    0.0709
 Query 123: 0.9683                    At 1000 docs:   0.0369                                         +0.5
 Query 124: 0.5000
 Query 125: 0.7027                  R-Precision (prec. after R
 Query 126: 0.6779                  (=num_rel) docs. retrieved):
 Query 127: 0.9239                      Exact:        0.5025
 Query 128: 0.0406                                                                                    0.0
 Query 129: 0.4886
 Query 130: 0.8268
 Query 131: 0.0410
 Query 132: 0.8025
 Query 133: 0.6779
                                                                    Difference (average precision)




 Query 134: 0.8072                                                                                   −0.5
 Query 135: 0.5437
 Query 136: 1.0000
 Query 137: 0.0141
 Query 138: 0.8190
 Query 139: 0.3218                                                                                   −1.0
 Query 140: 0.6682                                                                                          91   100       110              120        130   140

                                                                                                                                 Topic number
Hummingbird, Monolingual German, Auto, TD                                                                                 Run humDE02
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.2582                   Total number of documents
 Query 92: 0.2706                   over all queries
 Query 93: 0.8614                       Retrieved:    50000                                          0.8
 Query 94: 0.8291                       Relevant:      1938
 Query 95: 0.0331                       Rel_ret:       1707
 Query 96: 0.3325
 Query 97: 0.3809                   Interpolated Recall -
                                                                                                     0.6
 Query 98: 0.3748                   Precision Averages:
 Query 99: 0.1882                       at 0.00       0.8087
 Query 100: 0.7532                      at 0.10       0.6996




                                                                    Precision
 Query 101: 0.8040                      at 0.20       0.6129
 Query 102: 0.4237                      at 0.30       0.5415                                         0.4
 Query 103: 0.4728                      at 0.40       0.4932
 Query 104: 0.2736                      at 0.50       0.4344
 Query 105: 0.6278                      at 0.60       0.4049
 Query 106: 0.2700                      at 0.70       0.3505                                         0.2
 Query 107: 0.0924                      at 0.80       0.2882
 Query 108: 0.4700                      at 0.90       0.2086
 Query 109: 0.2642                      at 1.00       0.1162
 Query 110: 0.5360
                                                                                                     0.0
 Query 111: 0.0644                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.9309                  for all rel. documents
 Query 113: 0.1130                                    0.4370                                                                       Recall
 Query 114: 0.1553                  Precision:
 Query 115: 0.2908                    At    5 docs:   0.6440                                                               Run humDE02
 Query 116: 0.5417                    At   10 docs:   0.5520                                                           Comparison to median by topic
 Query 117: 0.2999                    At   15 docs:   0.4987
                                                                                                     +1.0
 Query 118: 0.1435                    At   20 docs:   0.4680
 Query 119: 0.8307                    At   30 docs:   0.4073
 Query 120: 0.0744                    At 100 docs:    0.2202
 Query 121: 0.1765                    At 200 docs:    0.1363
 Query 122: 0.2397                    At 500 docs:    0.0630
 Query 123: 1.0000                    At 1000 docs:   0.0341                                         +0.5
 Query 124: 0.5016
 Query 125: 0.5081                  R-Precision (prec. after R
 Query 126: 0.4020                  (=num_rel) docs. retrieved):
 Query 127: 0.6645                      Exact:        0.4462
 Query 128: 0.1141                                                                                    0.0
 Query 129: 0.4423
 Query 130: 0.6562
 Query 131: 0.0265
 Query 132: 0.8081
 Query 133: 0.5544
                                                                    Difference (average precision)




 Query 134: 0.8844                                                                                   −0.5
 Query 135: 0.3846
 Query 136: 1.0000
 Query 137: 0.2500
 Query 138: 0.5587
 Query 139: 0.2776                                                                                   −1.0
 Query 140: 0.4416                                                                                          91   100       110              120        130   140

                                                                                                                                 Topic number
IMBIT Inst., Univ. Hildesheim, Monolingual German, Manual, TDN                                                              Run IMBIT
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.1474                   Total number of documents
 Query 92: 0.0101                   over all queries
 Query 93: 0.4722                       Retrieved:      653                                          0.8
 Query 94: 0.2500                       Relevant:      1938
 Query 95: 0.0059                       Rel_ret:        358
 Query 96: 0.1468
 Query 97: 0.1833                   Interpolated Recall -
                                                                                                     0.6
 Query 98: 0.3600                   Precision Averages:
 Query 99: 0.0438                       at 0.00       0.7814
 Query 100: 0.1111                      at 0.10       0.5775




                                                                    Precision
 Query 101: 0.1505                      at 0.20       0.4014
 Query 102: 0.4352                      at 0.30       0.1982                                         0.4
 Query 103: 0.0340                      at 0.40       0.0727
 Query 104: 0.6736                      at 0.50       0.0218
 Query 105: 0.0545                      at 0.60       0.0218
 Query 106: 0.0398                      at 0.70       0.0182                                         0.2
 Query 107: 0.1103                      at 0.80       0.0000
 Query 108: 0.0673                      at 0.90       0.0000
 Query 109: 0.0286                      at 1.00       0.0000
 Query 110: 0.0417                                                                                   0.0
 Query 111: 0.0208                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.2143                  for all rel. documents
 Query 113: 0.1887                                    0.1645                                                                       Recall
 Query 114: 0.2184                  Precision:
 Query 115: 0.0347                    At    5 docs:   0.5840                                                                 Run IMBIT
 Query 116: 0.3871                    At   10 docs:   0.4700                                                           Comparison to median by topic
 Query 117: 0.1705                    At   15 docs:   0.3747
                                                                                                     +1.0
 Query 118: 0.0694                    At   20 docs:   0.3110
 Query 119: 0.2761                    At   30 docs:   0.2273
 Query 120: 0.0000                    At 100 docs:    0.0716
 Query 121: 0.1162                    At 200 docs:    0.0358
 Query 122: 0.0737                    At 500 docs:    0.0143
 Query 123: 0.2143                    At 1000 docs:   0.0072                                         +0.5
 Query 124: 0.2413
 Query 125: 0.0580                  R-Precision (prec. after R
 Query 126: 0.0319                  (=num_rel) docs. retrieved):
 Query 127: 0.1865                      Exact:        0.1997
 Query 128: 0.0000                                                                                    0.0
 Query 129: 0.0794
 Query 130: 0.3333
 Query 131: 0.1332
 Query 132: 0.4407
 Query 133: 0.1153
                                                                    Difference (average precision)




 Query 134: 0.2857                                                                                   −0.5
 Query 135: 0.3281
 Query 136: 0.0762
 Query 137: 0.0000
 Query 138: 0.3522
 Query 139: 0.0691                                                                                   −1.0
 Query 140: 0.1454                                                                                          91   100       110              120        130   140

                                                                                                                                 Topic number
Univ. Dortmund, Monolingual German, Auto, TD                                                                               Run MLstem
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.1843                   Total number of documents
 Query 92: 0.2857                   over all queries
 Query 93: 0.7490                       Retrieved:    50000                                          0.8
 Query 94: 0.7945                       Relevant:      1938
 Query 95: 0.1040                       Rel_ret:       1385
 Query 96: 0.1834
 Query 97: 0.5434                   Interpolated Recall -
                                                                                                     0.6
 Query 98: 0.3635                   Precision Averages:
 Query 99: 0.1712                       at 0.00       0.6688
 Query 100: 0.2516                      at 0.10       0.5055




                                                                    Precision
 Query 101: 0.4487                      at 0.20       0.4402
 Query 102: 0.3681                      at 0.30       0.3893                                         0.4
 Query 103: 0.2805                      at 0.40       0.3582
 Query 104: 0.0958                      at 0.50       0.3139
 Query 105: 0.0218                      at 0.60       0.2795
 Query 106: 0.1165                      at 0.70       0.2246                                         0.2
 Query 107: 0.0446                      at 0.80       0.1766
 Query 108: 0.2314                      at 0.90       0.1216
 Query 109: 0.0033                      at 1.00       0.0734
 Query 110: 0.5223                                                                                   0.0
 Query 111: 0.0000                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.8678                  for all rel. documents
 Query 113: 0.0438                                    0.3049                                                                       Recall
 Query 114: 0.0752                  Precision:
 Query 115: 0.0382                    At    5 docs:   0.4840                                                                Run MLstem
 Query 116: 0.5646                    At   10 docs:   0.4240                                                           Comparison to median by topic
 Query 117: 0.1369                    At   15 docs:   0.3773
                                                                                                     +1.0
 Query 118: 0.0700                    At   20 docs:   0.3530
 Query 119: 0.6439                    At   30 docs:   0.3027
 Query 120: 0.0831                    At 100 docs:    0.1614
 Query 121: 0.1667                    At 200 docs:    0.0975
 Query 122: 0.0113                    At 500 docs:    0.0488
 Query 123: 1.0000                    At 1000 docs:   0.0277                                         +0.5
 Query 124: 0.4682
 Query 125: 0.1562                  R-Precision (prec. after R
 Query 126: 0.0435                  (=num_rel) docs. retrieved):
 Query 127: 0.6419                      Exact:        0.3361
 Query 128: 0.0784                                                                                    0.0
 Query 129: 0.2515
 Query 130: 0.5261
 Query 131: 0.0099
 Query 132: 0.6372
 Query 133: 0.5909
                                                                    Difference (average precision)




 Query 134: 0.8687                                                                                   −0.5
 Query 135: 0.1104
 Query 136: 1.0000
 Query 137: 0.0000
 Query 138: 0.3165
 Query 139: 0.0158                                                                                   −1.0
 Query 140: 0.0639                                                                                          91   100       110              120        130   140

                                                                                                                                 Topic number
Océ, Monolingual German, Auto, TD                                                                                       Run oce02monDE
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.2007                   Total number of documents
 Query 92: 0.2862                   over all queries
 Query 93: 0.9057                       Retrieved:    50000                                          0.8
 Query 94: 0.7876                       Relevant:      1938
 Query 95: 0.0707                       Rel_ret:       1544
 Query 96: 0.3032
 Query 97: 0.5187                   Interpolated Recall -                                            0.6
 Query 98: 0.4247                   Precision Averages:
 Query 99: 0.1133                       at 0.00       0.7061
 Query 100: 0.6355                      at 0.10       0.6057




                                                                    Precision
 Query 101: 0.6566                      at 0.20       0.5324
 Query 102: 0.3392                      at 0.30       0.4657                                         0.4
 Query 103: 0.3455                      at 0.40       0.4179
 Query 104: 0.0965                      at 0.50       0.3863
 Query 105: 0.0769                      at 0.60       0.3438
 Query 106: 0.1427                      at 0.70       0.2932                                         0.2
 Query 107: 0.2059                      at 0.80       0.2337
 Query 108: 0.2181                      at 0.90       0.1607
 Query 109: 0.1274                      at 1.00       0.1055
 Query 110: 0.5045                                                                                   0.0
 Query 111: 0.0168                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.9190                  for all rel. documents
 Query 113: 0.1196                                    0.3710                                                                       Recall
 Query 114: 0.1295                  Precision:
 Query 115: 0.1485                    At    5 docs:   0.5520                                                            Run oce02monDE
 Query 116: 0.7006                    At   10 docs:   0.4820                                                           Comparison to median by topic
 Query 117: 0.2474                    At   15 docs:   0.4560                                         +1.0
 Query 118: 0.2411                    At   20 docs:   0.4180
 Query 119: 0.7518                    At   30 docs:   0.3507
 Query 120: 0.0613                    At 100 docs:    0.1912
 Query 121: 0.2032                    At 200 docs:    0.1150
 Query 122: 0.0431                    At 500 docs:    0.0555
 Query 123: 0.9821                    At 1000 docs:   0.0309                                         +0.5
 Query 124: 0.5786
 Query 125: 0.4395                  R-Precision (prec. after R
 Query 126: 0.2898                  (=num_rel) docs. retrieved):
 Query 127: 0.7112                      Exact:        0.3938
 Query 128: 0.1886                                                                                    0.0
 Query 129: 0.3576
 Query 130: 0.5604
 Query 131: 0.0051
 Query 132: 0.6697
 Query 133: 0.6310
                                                                    Difference (average precision)




 Query 134: 0.8984                                                                                   −0.5
 Query 135: 0.1379
 Query 136: 1.0000
 Query 137: 0.0000
 Query 138: 0.3961
 Query 139: 0.0178                                                                                   −1.0
 Query 140: 0.1439                                                                                          91   100       110              120        130   140

                                                                                                                                 Topic number
Océ, Monolingual German, Auto, T                                                                                      Run oce02monDEto
 Average precision                 Overall statistics                                                                   Recall−Precision Values
 (individual queries):             (for 50 queries):                                                 1.0

 Query 91: 0.1791                  Total number of documents
 Query 92: 0.1649                  over all queries
 Query 93: 0.7254                      Retrieved:    39709                                          0.8
 Query 94: 0.8222                      Relevant:      1938
 Query 95: 0.0042                      Rel_ret:       1229
 Query 96: 0.0014
 Query 97: 0.6752                  Interpolated Recall -                                            0.6
 Query 98: 0.0000                  Precision Averages:
 Query 99: 0.0414                      at 0.00       0.6435
 Query 100: 0.5395                     at 0.10       0.4978




                                                                   Precision
 Query 101: 0.6388                     at 0.20       0.4317
 Query 102: 0.4135                     at 0.30       0.3968                                         0.4
 Query 103: 0.1301                     at 0.40       0.3469
 Query 104: 0.1079                     at 0.50       0.2962
 Query 105: 0.0500                     at 0.60       0.2634
 Query 106: 0.0391                     at 0.70       0.2266                                         0.2
 Query 107: 0.2213                     at 0.80       0.1918
 Query 108: 0.3267                     at 0.90       0.1263
 Query 109: 0.0504                     at 1.00       0.0839
 Query 110: 0.1102                                                                                  0.0
 Query 111: 0.0160                 Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.6737                 for all rel. documents
 Query 113: 0.0000                                   0.3025                                                                       Recall
 Query 114: 0.0690                 Precision:
 Query 115: 0.0417                   At    5 docs:   0.4560                                                           Run oce02monDEto
 Query 116: 0.8020                   At   10 docs:   0.3900                                                           Comparison to median by topic
 Query 117: 0.1505                   At   15 docs:   0.3573                                         +1.0
 Query 118: 0.2668                   At   20 docs:   0.3240
 Query 119: 0.6898                   At   30 docs:   0.2867
 Query 120: 0.0113                   At 100 docs:    0.1474
 Query 121: 0.3928                   At 200 docs:    0.0926
 Query 122: 0.0300                   At 500 docs:    0.0447
 Query 123: 0.9094                   At 1000 docs:   0.0246                                         +0.5
 Query 124: 0.3821
 Query 125: 0.3464                 R-Precision (prec. after R
 Query 126: 0.3732                 (=num_rel) docs. retrieved):
 Query 127: 0.0033                     Exact:        0.3137
 Query 128: 0.1135                                                                                   0.0
 Query 129: 0.3091
 Query 130: 0.5747
 Query 131: 0.0100
 Query 132: 0.8273
 Query 133: 0.5518
                                                                   Difference (average precision)




 Query 134: 0.7836                                                                                  −0.5
 Query 135: 0.0272
 Query 136: 1.0000
 Query 137: 0.0000
 Query 138: 0.1903
 Query 139: 0.0203                                                                                  −1.0
 Query 140: 0.3192                                                                                         91   100       110              120        130   140

                                                                                                                                Topic number
City University, Monolingual German, Auto, T                                                                                Run plge02t
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.0715                   Total number of documents
 Query 92: 0.1856                   over all queries
 Query 93: 0.0000                       Retrieved:    50000
                                                                                                     0.8
 Query 94: 0.8599                       Relevant:      1938
 Query 95: 0.0000                       Rel_ret:        748
 Query 96: 0.0000
 Query 97: 0.2002                   Interpolated Recall -
 Query 98: 0.0013                   Precision Averages:                                              0.6
 Query 99: 0.0128                       at 0.00       0.3576
 Query 100: 0.0000                      at 0.10       0.2540
 Query 101: 0.0087                      at 0.20       0.2233




                                                                    Precision
 Query 102: 0.0000                      at 0.30       0.1833                                         0.4
 Query 103: 0.0854                      at 0.40       0.1645
 Query 104: 0.0021                      at 0.50       0.1477
 Query 105: 0.0000                      at 0.60       0.1409
 Query 106: 0.0764                      at 0.70       0.1221                                         0.2
 Query 107: 0.0000                      at 0.80       0.0796
 Query 108: 0.1244                      at 0.90       0.0559
 Query 109: 0.0000                      at 1.00       0.0218
 Query 110: 0.0430
                                                                                                     0.0
 Query 111: 0.0000                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.5605                  for all rel. documents
 Query 113: 0.0000                                    0.1470                                                                       Recall
 Query 114: 0.1359                  Precision:
 Query 115: 0.0000                    At    5 docs:   0.2280                                                                Run plge02t
 Query 116: 0.5792                    At   10 docs:   0.2100
 Query 117: 0.0101                    At   15 docs:   0.1987                                                           Comparison to median by topic
 Query 118: 0.2534                    At   20 docs:   0.1880                                         +1.0
 Query 119: 0.7229                    At   30 docs:   0.1687
 Query 120: 0.0084                    At 100 docs:    0.0860
 Query 121: 0.0000                    At 200 docs:    0.0524
 Query 122: 0.0091                    At 500 docs:    0.0257
 Query 123: 0.5479                    At 1000 docs:   0.0150                                         +0.5
 Query 124: 0.0528
 Query 125: 0.0000                  R-Precision (prec. after R
 Query 126: 0.0440                  (=num_rel) docs. retrieved):
 Query 127: 0.0006                      Exact:        0.1721
 Query 128: 0.0491                                                                                    0.0
 Query 129: 0.3264
 Query 130: 0.0001
 Query 131: 0.0055
 Query 132: 0.5762
 Query 133: 0.5584
                                                                    Difference (average precision)




 Query 134: 0.0000                                                                                   −0.5
 Query 135: 0.0038
 Query 136: 0.9683
 Query 137: 0.0000
 Query 138: 0.0049
 Query 139: 0.0154                                                                                   −1.0
 Query 140: 0.2473                                                                                          91   100       110              120        130   140

                                                                                                                                 Topic number
City University, Monolingual German, Auto, TD                                                                              Run plge02td
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.2022                   Total number of documents
 Query 92: 0.2505                   over all queries
 Query 93: 0.0000                       Retrieved:    50000
                                                                                                     0.8
 Query 94: 0.7761                       Relevant:      1938
 Query 95: 0.0000                       Rel_ret:        918
 Query 96: 0.1156
 Query 97: 0.1695                   Interpolated Recall -
 Query 98: 0.0000                   Precision Averages:                                              0.6
 Query 99: 0.0698                       at 0.00       0.4347
 Query 100: 0.0009                      at 0.10       0.3226
 Query 101: 0.0040                      at 0.20       0.2638




                                                                    Precision
 Query 102: 0.0001                      at 0.30       0.2120                                         0.4
 Query 103: 0.0729                      at 0.40       0.1860
 Query 104: 0.0315                      at 0.50       0.1620
 Query 105: 0.0025                      at 0.60       0.1344
 Query 106: 0.0982                      at 0.70       0.1153                                         0.2
 Query 107: 0.0000                      at 0.80       0.0954
 Query 108: 0.0360                      at 0.90       0.0647
 Query 109: 0.0000                      at 1.00       0.0452
 Query 110: 0.5409
                                                                                                     0.0
 Query 111: 0.0006                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.9328                  for all rel. documents
 Query 113: 0.0008                                    0.1729                                                                       Recall
 Query 114: 0.0836                  Precision:
 Query 115: 0.0022                    At    5 docs:   0.2840                                                                Run plge02td
 Query 116: 0.4405                    At   10 docs:   0.2540
 Query 117: 0.0230                    At   15 docs:   0.2187                                                           Comparison to median by topic
 Query 118: 0.0910                    At   20 docs:   0.1980                                         +1.0
 Query 119: 0.5351                    At   30 docs:   0.1787
 Query 120: 0.0236                    At 100 docs:    0.1016
 Query 121: 0.0000                    At 200 docs:    0.0635
 Query 122: 0.0005                    At 500 docs:    0.0314
 Query 123: 0.8736                    At 1000 docs:   0.0184                                         +0.5
 Query 124: 0.1813
 Query 125: 0.0006                  R-Precision (prec. after R
 Query 126: 0.0435                  (=num_rel) docs. retrieved):
 Query 127: 0.4602                      Exact:        0.1973
 Query 128: 0.0855                                                                                    0.0
 Query 129: 0.2379
 Query 130: 0.0438
 Query 131: 0.0127
 Query 132: 0.3806
 Query 133: 0.5416
                                                                    Difference (average precision)




 Query 134: 0.1894                                                                                   −0.5
 Query 135: 0.0525
 Query 136: 0.9341
 Query 137: 0.0000
 Query 138: 0.0174
 Query 139: 0.0126                                                                                   −1.0
 Query 140: 0.0708                                                                                          91   100       110              120        130   140

                                                                                                                                 Topic number
TLR Research, Monolingual German, Auto, TD                                                                                       Run tlrde
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.3084                   Total number of documents
 Query 92: 0.2604                   over all queries
 Query 93: 0.8007                       Retrieved:    50000                                          0.8
 Query 94: 0.8060                       Relevant:      1938
 Query 95: 0.0356                       Rel_ret:       1687
 Query 96: 0.3092
 Query 97: 0.1749                   Interpolated Recall -
                                                                                                     0.6
 Query 98: 0.4879                   Precision Averages:
 Query 99: 0.1515                       at 0.00       0.8671
 Query 100: 0.7187                      at 0.10       0.7044




                                                                    Precision
 Query 101: 0.8142                      at 0.20       0.5970
 Query 102: 0.5015                      at 0.30       0.5052                                         0.4
 Query 103: 0.4601                      at 0.40       0.4714
 Query 104: 0.4552                      at 0.50       0.4187
 Query 105: 0.5865                      at 0.60       0.3816
 Query 106: 0.1890                      at 0.70       0.3345                                         0.2
 Query 107: 0.0855                      at 0.80       0.2793
 Query 108: 0.3888                      at 0.90       0.1887
 Query 109: 0.3102                      at 1.00       0.1095
 Query 110: 0.5579
                                                                                                     0.0
 Query 111: 0.0658                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4               0.6       0.8   1.0
 Query 112: 0.8834                  for all rel. documents
 Query 113: 0.3738                                    0.4221                                                                       Recall
 Query 114: 0.1547                  Precision:
 Query 115: 0.2508                    At    5 docs:   0.6240                                                                     Run tlrde
 Query 116: 0.5055                    At   10 docs:   0.5340                                                           Comparison to median by topic
 Query 117: 0.3397                    At   15 docs:   0.4653
                                                                                                     +1.0
 Query 118: 0.1710                    At   20 docs:   0.4310
 Query 119: 0.8104                    At   30 docs:   0.3800
 Query 120: 0.0505                    At 100 docs:    0.2144
 Query 121: 0.1730                    At 200 docs:    0.1330
 Query 122: 0.2181                    At 500 docs:    0.0629
 Query 123: 1.0000                    At 1000 docs:   0.0337                                         +0.5
 Query 124: 0.5215
 Query 125: 0.4084                  R-Precision (prec. after R
 Query 126: 0.2809                  (=num_rel) docs. retrieved):
 Query 127: 0.6916                      Exact:        0.4294
 Query 128: 0.1463                                                                                    0.0
 Query 129: 0.3090
 Query 130: 0.6215
 Query 131: 0.0170
 Query 132: 0.6750
 Query 133: 0.4935
                                                                    Difference (average precision)




 Query 134: 0.8810                                                                                   −0.5
 Query 135: 0.3159
 Query 136: 1.0000
 Query 137: 0.0323
 Query 138: 0.4898
 Query 139: 0.3845                                                                                   −1.0
 Query 140: 0.4360                                                                                          91   100       110               120       130   140

                                                                                                                                 Topic number
University of Amsterdam, Monolingual German, Auto, TD                                                                  Run UAmsC02GeGeLC2F
 Average precision                  Overall statistics                                                                     Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.2857                   Total number of documents
 Query 92: 0.2726                   over all queries
 Query 93: 0.8140                       Retrieved:    50000                                          0.8
 Query 94: 0.8975                       Relevant:      1938
 Query 95: 0.0631                       Rel_ret:       1774
 Query 96: 0.4892
 Query 97: 0.1218                   Interpolated Recall -
                                                                                                     0.6
 Query 98: 0.4200                   Precision Averages:
 Query 99: 0.6378                       at 0.00       0.7862
 Query 100: 0.6685                      at 0.10       0.6970




                                                                    Precision
 Query 101: 0.4733                      at 0.20       0.6171
 Query 102: 0.6837                      at 0.30       0.5637                                         0.4
 Query 103: 0.5387                      at 0.40       0.5084
 Query 104: 0.3448                      at 0.50       0.4643
 Query 105: 0.3313                      at 0.60       0.4125
 Query 106: 0.2995                      at 0.70       0.3625                                         0.2
 Query 107: 0.1894                      at 0.80       0.3161
 Query 108: 0.3807                      at 0.90       0.2193
 Query 109: 0.0647                      at 1.00       0.1235
 Query 110: 0.6472
                                                                                                     0.0
 Query 111: 0.0669                  Avg. prec. (non-interpolated)                                      0.0       0.2         0.4              0.6        0.8   1.0
 Query 112: 0.6475                  for all rel. documents
 Query 113: 0.0079                                    0.4476                                                                         Recall
 Query 114: 0.3228                  Precision:
 Query 115: 0.2841                    At    5 docs:   0.5560                                                           Run UAmsC02GeGeLC2F
 Query 116: 0.6160                    At   10 docs:   0.5520                                                             Comparison to median by topic
 Query 117: 0.1509                    At   15 docs:   0.5067
                                                                                                     +1.0
 Query 118: 0.4499                    At   20 docs:   0.4650
 Query 119: 0.8126                    At   30 docs:   0.4033
 Query 120: 0.1853                    At 100 docs:    0.2290
 Query 121: 0.5286                    At 200 docs:    0.1428
 Query 122: 0.3282                    At 500 docs:    0.0666
 Query 123: 0.9478                    At 1000 docs:   0.0355                                         +0.5
 Query 124: 0.3449
 Query 125: 0.4636                  R-Precision (prec. after R
 Query 126: 0.5214                  (=num_rel) docs. retrieved):
 Query 127: 0.9230                      Exact:        0.4435
 Query 128: 0.1365                                                                                    0.0
 Query 129: 0.6176
 Query 130: 0.7510
 Query 131: 0.0511
 Query 132: 0.7571
 Query 133: 0.4497
                                                                    Difference (average precision)




 Query 134: 0.3663                                                                                   −0.5
 Query 135: 0.2119
 Query 136: 1.0000
 Query 137: 0.0094
 Query 138: 0.8064
 Query 139: 0.3633                                                                                   −1.0
 Query 140: 0.6347                                                                                          91   100         110              120        130   140

                                                                                                                                   Topic number
University of Amsterdam, Monolingual German, Auto, TD                                                                  Run UAmsC02GeGeNGiMO
 Average precision                  Overall statistics                                                                      Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.3350                   Total number of documents
 Query 92: 0.2770                   over all queries
 Query 93: 0.8446                       Retrieved:    50000                                          0.8
 Query 94: 0.9124                       Relevant:      1938
 Query 95: 0.0928                       Rel_ret:       1789
 Query 96: 0.5228
 Query 97: 0.3864                   Interpolated Recall -
                                                                                                     0.6
 Query 98: 0.5495                   Precision Averages:
 Query 99: 0.7001                       at 0.00       0.8226
 Query 100: 0.7104                      at 0.10       0.7224




                                                                    Precision
 Query 101: 0.4816                      at 0.20       0.6471
 Query 102: 0.6558                      at 0.30       0.6026                                         0.4
 Query 103: 0.6032                      at 0.40       0.5441
 Query 104: 0.3561                      at 0.50       0.4994
 Query 105: 0.3838                      at 0.60       0.4496
 Query 106: 0.2782                      at 0.70       0.3997                                         0.2
 Query 107: 0.1919                      at 0.80       0.3472
 Query 108: 0.3807                      at 0.90       0.2474
 Query 109: 0.1306                      at 1.00       0.1442
 Query 110: 0.6459
                                                                                                     0.0
 Query 111: 0.0626                  Avg. prec. (non-interpolated)                                      0.0       0.2          0.4              0.6        0.8   1.0
 Query 112: 0.7097                  for all rel. documents
 Query 113: 0.0113                                    0.4802                                                                          Recall
 Query 114: 0.3620                  Precision:
 Query 115: 0.2833                    At    5 docs:   0.6040                                                           Run UAmsC02GeGeNGiMO
 Query 116: 0.7707                    At   10 docs:   0.5560                                                              Comparison to median by topic
 Query 117: 0.1643                    At   15 docs:   0.5160
                                                                                                     +1.0
 Query 118: 0.5283                    At   20 docs:   0.4770
 Query 119: 0.8422                    At   30 docs:   0.4247
 Query 120: 0.1814                    At 100 docs:    0.2398
 Query 121: 0.4909                    At 200 docs:    0.1463
 Query 122: 0.2827                    At 500 docs:    0.0677
 Query 123: 0.9821                    At 1000 docs:   0.0358                                         +0.5
 Query 124: 0.3502
 Query 125: 0.4685                  R-Precision (prec. after R
 Query 126: 0.4901                  (=num_rel) docs. retrieved):
 Query 127: 0.9318                      Exact:        0.4690
 Query 128: 0.2201                                                                                    0.0
 Query 129: 0.6097
 Query 130: 0.7579
 Query 131: 0.0455
 Query 132: 0.7906
 Query 133: 0.4640
                                                                    Difference (average precision)




 Query 134: 0.6957                                                                                   −0.5
 Query 135: 0.2144
 Query 136: 1.0000
 Query 137: 0.0029
 Query 138: 0.8055
 Query 139: 0.3744                                                                                   −1.0
 Query 140: 0.6774                                                                                          91   100          110              120        130   140

                                                                                                                                    Topic number
University of Amsterdam, Monolingual German, Auto, TD                                                                  Run UAmsC02GeGeNGram
 Average precision                  Overall statistics                                                                      Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.2401                   Total number of documents
 Query 92: 0.2875                   over all queries
 Query 93: 0.7205                       Retrieved:    50000                                          0.8
 Query 94: 0.9108                       Relevant:      1938
 Query 95: 0.1139                       Rel_ret:       1619
 Query 96: 0.4140
 Query 97: 0.6092                   Interpolated Recall -
                                                                                                     0.6
 Query 98: 0.7476                   Precision Averages:
 Query 99: 0.6599                       at 0.00       0.7215
 Query 100: 0.6740                      at 0.10       0.6366




                                                                    Precision
 Query 101: 0.3773                      at 0.20       0.5507
 Query 102: 0.2016                      at 0.30       0.5183                                         0.4
 Query 103: 0.6135                      at 0.40       0.4705
 Query 104: 0.2518                      at 0.50       0.4449
 Query 105: 0.4393                      at 0.60       0.3952
 Query 106: 0.1792                      at 0.70       0.3536                                         0.2
 Query 107: 0.1716                      at 0.80       0.3005
 Query 108: 0.3563                      at 0.90       0.2166
 Query 109: 0.1734                      at 1.00       0.1341
 Query 110: 0.6734
                                                                                                     0.0
 Query 111: 0.0258                  Avg. prec. (non-interpolated)                                      0.0       0.2          0.4              0.6        0.8   1.0
 Query 112: 0.8737                  for all rel. documents
 Query 113: 0.0100                                    0.4177                                                                          Recall
 Query 114: 0.3910                  Precision:
 Query 115: 0.3131                    At    5 docs:   0.5360                                                           Run UAmsC02GeGeNGram
 Query 116: 0.8189                    At   10 docs:   0.4800                                                              Comparison to median by topic
 Query 117: 0.1555                    At   15 docs:   0.4547
                                                                                                     +1.0
 Query 118: 0.4556                    At   20 docs:   0.4170
 Query 119: 0.7991                    At   30 docs:   0.3767
 Query 120: 0.0151                    At 100 docs:    0.2094
 Query 121: 0.4304                    At 200 docs:    0.1292
 Query 122: 0.1788                    At 500 docs:    0.0608
 Query 123: 0.9617                    At 1000 docs:   0.0324                                         +0.5
 Query 124: 0.1763
 Query 125: 0.1731                  R-Precision (prec. after R
 Query 126: 0.0147                  (=num_rel) docs. retrieved):
 Query 127: 0.9203                      Exact:        0.4216
 Query 128: 0.1503                                                                                    0.0
 Query 129: 0.2009
 Query 130: 0.7200
 Query 131: 0.0070
 Query 132: 0.8467
 Query 133: 0.3945
                                                                    Difference (average precision)




 Query 134: 0.9683                                                                                   −0.5
 Query 135: 0.0979
 Query 136: 1.0000
 Query 137: 0.0000
 Query 138: 0.1118
 Query 139: 0.2767                                                                                   −1.0
 Query 140: 0.5848                                                                                          91   100          110              120        130   140

                                                                                                                                    Topic number
Université de Neuchâtel, Monolingual German, Auto, TD                                                                     Run UniNEde
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.3652                   Total number of documents
 Query 92: 0.3182                   over all queries
 Query 93: 0.8750                       Retrieved:    50000                                          0.8
 Query 94: 0.8349                       Relevant:      1938
 Query 95: 0.2091                       Rel_ret:       1777
 Query 96: 0.6086
 Query 97: 0.4998                   Interpolated Recall -
                                                                                                     0.6
 Query 98: 0.6240                   Precision Averages:
 Query 99: 0.2540                       at 0.00       0.7685
 Query 100: 0.8028                      at 0.10       0.6735




                                                                    Precision
 Query 101: 0.7931                      at 0.20       0.6192
 Query 102: 0.4553                      at 0.30       0.5716                                         0.4
 Query 103: 0.5502                      at 0.40       0.5259
 Query 104: 0.2522                      at 0.50       0.4787
 Query 105: 0.2088                      at 0.60       0.4444
 Query 106: 0.2127                      at 0.70       0.4091                                         0.2
 Query 107: 0.1538                      at 0.80       0.3554
 Query 108: 0.4465                      at 0.90       0.2633
 Query 109: 0.0913                      at 1.00       0.1592
 Query 110: 0.6265                                                                                   0.0
 Query 111: 0.0477                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.9495                  for all rel. documents
 Query 113: 0.0789                                    0.4672                                                                       Recall
 Query 114: 0.3230                  Precision:
 Query 115: 0.1952                    At    5 docs:   0.6000                                                               Run UniNEde
 Query 116: 0.7582                    At   10 docs:   0.5520                                                           Comparison to median by topic
 Query 117: 0.3553                    At   15 docs:   0.5080
                                                                                                     +1.0
 Query 118: 0.2066                    At   20 docs:   0.4610
 Query 119: 0.8357                    At   30 docs:   0.4187
 Query 120: 0.0491                    At 100 docs:    0.2344
 Query 121: 0.4667                    At 200 docs:    0.1440
 Query 122: 0.1433                    At 500 docs:    0.0674
 Query 123: 1.0000                    At 1000 docs:   0.0355                                         +0.5
 Query 124: 0.5448
 Query 125: 0.6269                  R-Precision (prec. after R
 Query 126: 0.0146                  (=num_rel) docs. retrieved):
 Query 127: 0.9311                      Exact:        0.4571
 Query 128: 0.2016                                                                                    0.0
 Query 129: 0.5690
 Query 130: 0.6210
 Query 131: 0.0018
 Query 132: 0.8220
 Query 133: 0.6916
                                                                    Difference (average precision)




 Query 134: 0.9137                                                                                   −0.5
 Query 135: 0.3587
 Query 136: 1.0000
 Query 137: 0.0227
 Query 138: 0.7577
 Query 139: 0.1103                                                                                   −1.0
 Query 140: 0.5831                                                                                          91   100       110              120        130   140

                                                                                                                                 Topic number
Université de Neuchâtel, Monolingual German, Manual, TDN                                                                Run UniNEdetdn
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.4205                   Total number of documents
 Query 92: 0.2803                   over all queries
 Query 93: 0.9004                       Retrieved:    50000                                          0.8
 Query 94: 0.8574                       Relevant:      1938
 Query 95: 0.2295                       Rel_ret:       1799
 Query 96: 0.5580
 Query 97: 0.8074                   Interpolated Recall -
                                                                                                     0.6
 Query 98: 0.7256                   Precision Averages:
 Query 99: 0.3798                       at 0.00       0.7900
 Query 100: 0.7985                      at 0.10       0.7128




                                                                    Precision
 Query 101: 0.5579                      at 0.20       0.6575
 Query 102: 0.3282                      at 0.30       0.6074                                         0.4
 Query 103: 0.6072                      at 0.40       0.5521
 Query 104: 0.2330                      at 0.50       0.5094
 Query 105: 0.2760                      at 0.60       0.4690
 Query 106: 0.2440                      at 0.70       0.4203                                         0.2
 Query 107: 0.1229                      at 0.80       0.3659
 Query 108: 0.4459                      at 0.90       0.2797
 Query 109: 0.4225                      at 1.00       0.1584
 Query 110: 0.6040                                                                                   0.0
 Query 111: 0.0626                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.9470                  for all rel. documents
 Query 113: 0.0362                                    0.4911                                                                       Recall
 Query 114: 0.5787                  Precision:
 Query 115: 0.3580                    At    5 docs:   0.6000                                                             Run UniNEdetdn
 Query 116: 0.7757                    At   10 docs:   0.5940                                                           Comparison to median by topic
 Query 117: 0.3635                    At   15 docs:   0.5387
                                                                                                     +1.0
 Query 118: 0.2898                    At   20 docs:   0.4890
 Query 119: 0.8384                    At   30 docs:   0.4393
 Query 120: 0.0325                    At 100 docs:    0.2410
 Query 121: 0.4574                    At 200 docs:    0.1466
 Query 122: 0.1124                    At 500 docs:    0.0680
 Query 123: 1.0000                    At 1000 docs:   0.0360                                         +0.5
 Query 124: 0.5698
 Query 125: 0.6482                  R-Precision (prec. after R
 Query 126: 0.1698                  (=num_rel) docs. retrieved):
 Query 127: 0.9374                      Exact:        0.4849
 Query 128: 0.0423                                                                                    0.0
 Query 129: 0.5498
 Query 130: 0.7889
 Query 131: 0.0009
 Query 132: 0.6498
 Query 133: 0.7171
                                                                    Difference (average precision)




 Query 134: 0.8588                                                                                   −0.5
 Query 135: 0.4876
 Query 136: 1.0000
 Query 137: 0.0128
 Query 138: 0.8359
 Query 139: 0.1224                                                                                   −1.0
 Query 140: 0.5125                                                                                          91   100       110              120        130   140

                                                                                                                                 Topic number
JHU/APL, Monolingual Spanish, Auto, TD                                                                                     Run aplmoes
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.6455                   Total number of documents
 Query 92: 0.4669                   over all queries
 Query 93: 0.2916                       Retrieved:    50000                                          0.8
 Query 94: 0.8455                       Relevant:      2854
 Query 95: 0.3673                       Rel_ret:       2659
 Query 96: 0.3847
 Query 97: 0.8642                   Interpolated Recall -
 Query 98: 0.6810                   Precision Averages:                                              0.6
 Query 99: 0.4831                       at 0.00       0.8039
 Query 100: 0.9082                      at 0.10       0.7398
 Query 101: 0.5857                      at 0.20       0.7150




                                                                    Precision
 Query 102: 0.4375                      at 0.30       0.6539                                         0.4
 Query 103: 0.6162                      at 0.40       0.6103
 Query 104: 0.0493                      at 0.50       0.5606
 Query 105: 0.7560                      at 0.60       0.4928
 Query 106: 0.1859                      at 0.70       0.4359                                         0.2
 Query 107: 0.0906                      at 0.80       0.3713
 Query 108: 0.7438                      at 0.90       0.2727
 Query 109: 0.5935                      at 1.00       0.1547
 Query 110: 0.6051
                                                                                                     0.0
 Query 111: 0.0156                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.6867                  for all rel. documents
 Query 113: 0.6983                                    0.5192                                                                       Recall
 Query 114: 0.0826                  Precision:
 Query 115: 0.3597                    At    5 docs:   0.6120                                                                Run aplmoes
 Query 116: 0.9127                    At   10 docs:   0.5920
 Query 117: 0.2976                    At   15 docs:   0.5480                                                           Comparison to median by topic
 Query 118: 0.3809                    At   20 docs:   0.5090                                         +1.0
 Query 119: 0.9080                    At   30 docs:   0.4700
 Query 120: 0.1245                    At 100 docs:    0.3070
 Query 121: 0.5908                    At 200 docs:    0.2056
 Query 122: 0.0897                    At 500 docs:    0.0991
 Query 123: 0.8803                    At 1000 docs:   0.0532                                         +0.5
 Query 124: 0.5564
 Query 125: 0.7336                  R-Precision (prec. after R
 Query 126: 0.0245                  (=num_rel) docs. retrieved):
 Query 127: 0.7786                      Exact:        0.4901
 Query 128: 0.3636                                                                                    0.0
 Query 129: 0.4450
 Query 130: 0.8008
 Query 131: 0.8122
 Query 132: 0.7908
 Query 133: 0.0062
                                                                    Difference (average precision)




 Query 134: 0.4900                                                                                   −0.5
 Query 135: 0.8735
 Query 136: 0.7253
 Query 137: 0.2745
 Query 138: 0.7420
 Query 139: 0.7434                                                                                   −1.0
 Query 140: 0.1687                                                                                          91   100       110              120        130   140

                                                                                                                                 Topic number
Univ. of Ca. at Berkeley 2, Monolingual Spanish, Auto, TD                                                                 Run bky2moes
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.6703                   Total number of documents
 Query 92: 0.4633                   over all queries
 Query 93: 0.2997                       Retrieved:    50000
                                                                                                     0.8
 Query 94: 0.8726                       Relevant:      2854
 Query 95: 0.4559                       Rel_ret:       2673
 Query 96: 0.2799
 Query 97: 0.8554                   Interpolated Recall -
 Query 98: 0.9000                   Precision Averages:                                              0.6
 Query 99: 0.4140                       at 0.00       0.8822
 Query 100: 0.7434                      at 0.10       0.7646
 Query 101: 0.3491                      at 0.20       0.7343




                                                                    Precision
 Query 102: 0.6314                      at 0.30       0.6650                                         0.4
 Query 103: 0.8304                      at 0.40       0.6242
 Query 104: 0.2386                      at 0.50       0.5679
 Query 105: 0.7937                      at 0.60       0.5157
 Query 106: 0.2374                      at 0.70       0.4643                                         0.2
 Query 107: 0.0495                      at 0.80       0.3642
 Query 108: 0.6780                      at 0.90       0.2862
 Query 109: 0.3702                      at 1.00       0.1723
 Query 110: 0.6311
                                                                                                     0.0
 Query 111: 0.0277                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.5535                  for all rel. documents
 Query 113: 0.7725                                    0.5338                                                                       Recall
 Query 114: 0.1091                  Precision:
 Query 115: 0.2699                    At    5 docs:   0.6600                                                               Run bky2moes
 Query 116: 0.7119                    At   10 docs:   0.6020
 Query 117: 0.2672                    At   15 docs:   0.5480                                                           Comparison to median by topic
 Query 118: 0.2678                    At   20 docs:   0.5200                                         +1.0
 Query 119: 0.8623                    At   30 docs:   0.4780
 Query 120: 0.3795                    At 100 docs:    0.3176
 Query 121: 0.8036                    At 200 docs:    0.2096
 Query 122: 0.1376                    At 500 docs:    0.1018
 Query 123: 0.9062                    At 1000 docs:   0.0535                                         +0.5
 Query 124: 0.4980
 Query 125: 0.7411                  R-Precision (prec. after R
 Query 126: 0.0278                  (=num_rel) docs. retrieved):
 Query 127: 0.7436                      Exact:        0.5100
 Query 128: 0.1462                                                                                    0.0
 Query 129: 0.2977
 Query 130: 0.7932
 Query 131: 0.8000
 Query 132: 0.6861
 Query 133: 0.0007
                                                                    Difference (average precision)




 Query 134: 1.0000                                                                                   −0.5
 Query 135: 0.8572
 Query 136: 0.7637
 Query 137: 0.5160
 Query 138: 0.7546
 Query 139: 0.8316                                                                                   −1.0
 Query 140: 0.3973                                                                                          91   100       110              120        130   140

                                                                                                                                 Topic number
COLE Group Univ. La Coruna, Monolingual Spanish, Auto, TD                                                               Run coleTDlem02
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.4066                   Total number of documents
 Query 92: 0.3544                   over all queries
 Query 93: 0.2125                       Retrieved:    50000                                          0.8
 Query 94: 0.6461                       Relevant:      2854
 Query 95: 0.1839                       Rel_ret:       2495
 Query 96: 0.2868
 Query 97: 0.6441                   Interpolated Recall -
                                                                                                     0.6
 Query 98: 0.2726                   Precision Averages:
 Query 99: 0.2039                       at 0.00       0.7173
 Query 100: 0.6594                      at 0.10       0.6226




                                                                    Precision
 Query 101: 0.1130                      at 0.20       0.5587
 Query 102: 0.6181                      at 0.30       0.4786                                         0.4
 Query 103: 0.3669                      at 0.40       0.4375
 Query 104: 0.0197                      at 0.50       0.3877
 Query 105: 0.7554                      at 0.60       0.3154
 Query 106: 0.2396                      at 0.70       0.2673                                         0.2
 Query 107: 0.0917                      at 0.80       0.2061
 Query 108: 0.4879                      at 0.90       0.1480
 Query 109: 0.3543                      at 1.00       0.0627
 Query 110: 0.6503
                                                                                                     0.0
 Query 111: 0.0035                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.4053                  for all rel. documents
 Query 113: 0.2901                                    0.3608                                                                       Recall
 Query 114: 0.0362                  Precision:
 Query 115: 0.2775                    At    5 docs:   0.4600                                                            Run coleTDlem02
 Query 116: 0.5875                    At   10 docs:   0.4540                                                           Comparison to median by topic
 Query 117: 0.2076                    At   15 docs:   0.4133
                                                                                                     +1.0
 Query 118: 0.2339                    At   20 docs:   0.4050
 Query 119: 0.7690                    At   30 docs:   0.3693
 Query 120: 0.1229                    At 100 docs:    0.2348
 Query 121: 0.5385                    At 200 docs:    0.1645
 Query 122: 0.0380                    At 500 docs:    0.0892
 Query 123: 0.8091                    At 1000 docs:   0.0499                                         +0.5
 Query 124: 0.3273
 Query 125: 0.2070                  R-Precision (prec. after R
 Query 126: 0.0249                  (=num_rel) docs. retrieved):
 Query 127: 0.5186                      Exact:        0.3697
 Query 128: 0.2135                                                                                    0.0
 Query 129: 0.3250
 Query 130: 0.6574
 Query 131: 0.7524
 Query 132: 0.7314
 Query 133: 0.0049
                                                                    Difference (average precision)




 Query 134: 0.3302                                                                                   −0.5
 Query 135: 0.4762
 Query 136: 0.6365
 Query 137: 0.1126
 Query 138: 0.1665
 Query 139: 0.5029                                                                                   −1.0
 Query 140: 0.1683                                                                                          91   100       110              120        130   140

                                                                                                                                 Topic number
COLE Group Univ. La Coruna, Monolingual Spanish, Auto, TDN                                                             Run coleTDNlem02
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.4765                   Total number of documents
 Query 92: 0.3542                   over all queries
 Query 93: 0.4282                       Retrieved:    50000                                          0.8
 Query 94: 0.6847                       Relevant:      2854
 Query 95: 0.3395                       Rel_ret:       2634
 Query 96: 0.3122
 Query 97: 0.7619                   Interpolated Recall -
                                                                                                     0.6
 Query 98: 0.3123                   Precision Averages:
 Query 99: 0.2866                       at 0.00       0.8065
 Query 100: 0.7255                      at 0.10       0.7311




                                                                    Precision
 Query 101: 0.4742                      at 0.20       0.6699
 Query 102: 0.6320                      at 0.30       0.5788                                         0.4
 Query 103: 0.4435                      at 0.40       0.5360
 Query 104: 0.0426                      at 0.50       0.4645
 Query 105: 0.7268                      at 0.60       0.3971
 Query 106: 0.2498                      at 0.70       0.3560                                         0.2
 Query 107: 0.0566                      at 0.80       0.2769
 Query 108: 0.4604                      at 0.90       0.1883
 Query 109: 0.2927                      at 1.00       0.0877
 Query 110: 0.6853
                                                                                                     0.0
 Query 111: 0.0055                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.4238                  for all rel. documents
 Query 113: 0.3113                                    0.4448                                                                       Recall
 Query 114: 0.7244                  Precision:
 Query 115: 0.3127                    At    5 docs:   0.5480                                                           Run coleTDNlem02
 Query 116: 0.6217                    At   10 docs:   0.5280                                                           Comparison to median by topic
 Query 117: 0.1494                    At   15 docs:   0.5000
                                                                                                     +1.0
 Query 118: 0.2320                    At   20 docs:   0.4760
 Query 119: 0.7812                    At   30 docs:   0.4327
 Query 120: 0.1268                    At 100 docs:    0.2636
 Query 121: 0.5539                    At 200 docs:    0.1831
 Query 122: 0.0573                    At 500 docs:    0.0952
 Query 123: 0.8513                    At 1000 docs:   0.0527                                         +0.5
 Query 124: 0.3769
 Query 125: 0.3301                  R-Precision (prec. after R
 Query 126: 0.5947                  (=num_rel) docs. retrieved):
 Query 127: 0.6280                      Exact:        0.4466
 Query 128: 0.2244                                                                                    0.0
 Query 129: 0.2854
 Query 130: 0.6884
 Query 131: 0.7358
 Query 132: 0.7231
 Query 133: 0.2634
                                                                    Difference (average precision)




 Query 134: 0.5952                                                                                   −0.5
 Query 135: 0.4917
 Query 136: 0.7917
 Query 137: 0.1464
 Query 138: 0.6471
 Query 139: 0.4987                                                                                   −1.0
 Query 140: 0.3240                                                                                          91   100       110              120        130   140

                                                                                                                                 Topic number
COLE Group Univ. La Coruna, Monolingual Spanish, Auto, TDN                                                             Run coleTDNpds02
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.4172                   Total number of documents
 Query 92: 0.3382                   over all queries
 Query 93: 0.2995                       Retrieved:    50000
                                                                                                     0.8
 Query 94: 0.6641                       Relevant:      2854
 Query 95: 0.3132                       Rel_ret:       2624
 Query 96: 0.3215
 Query 97: 0.7175                   Interpolated Recall -
 Query 98: 0.1308                   Precision Averages:                                              0.6
 Query 99: 0.4919                       at 0.00       0.7732
 Query 100: 0.7147                      at 0.10       0.6785
 Query 101: 0.3097                      at 0.20       0.6158




                                                                    Precision
 Query 102: 0.6935                      at 0.30       0.5278                                         0.4
 Query 103: 0.1687                      at 0.40       0.4816
 Query 104: 0.0233                      at 0.50       0.4263
 Query 105: 0.6474                      at 0.60       0.3598
 Query 106: 0.1878                      at 0.70       0.3009                                         0.2
 Query 107: 0.0919                      at 0.80       0.2307
 Query 108: 0.5774                      at 0.90       0.1624
 Query 109: 0.3361                      at 1.00       0.0689
 Query 110: 0.6839
                                                                                                     0.0
 Query 111: 0.0008                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.4668                  for all rel. documents
 Query 113: 0.3354                                    0.4043                                                                       Recall
 Query 114: 0.4524                  Precision:
 Query 115: 0.3555                    At    5 docs:   0.5680                                                           Run coleTDNpds02
 Query 116: 0.5566                    At   10 docs:   0.5280
 Query 117: 0.1490                    At   15 docs:   0.4880                                                           Comparison to median by topic
 Query 118: 0.2690                    At   20 docs:   0.4510                                         +1.0
 Query 119: 0.6212                    At   30 docs:   0.3960
 Query 120: 0.1120                    At 100 docs:    0.2474
 Query 121: 0.5669                    At 200 docs:    0.1780
 Query 122: 0.0260                    At 500 docs:    0.0933
 Query 123: 0.8030                    At 1000 docs:   0.0525                                         +0.5
 Query 124: 0.3736
 Query 125: 0.3528                  R-Precision (prec. after R
 Query 126: 0.4440                  (=num_rel) docs. retrieved):
 Query 127: 0.6525                      Exact:        0.3983
 Query 128: 0.0708                                                                                    0.0
 Query 129: 0.1776
 Query 130: 0.6503
 Query 131: 0.7248
 Query 132: 0.6089
 Query 133: 0.0512
                                                                    Difference (average precision)




 Query 134: 0.4083                                                                                   −0.5
 Query 135: 0.4997
 Query 136: 0.7493
 Query 137: 0.1069
 Query 138: 0.6025
 Query 139: 0.5665                                                                                   −1.0
 Query 140: 0.3303                                                                                          91   100       110              120        130   140

                                                                                                                                 Topic number
COLE Group Univ. La Coruna, Monolingual Spanish, Auto, TDN                                                             Run coleTDNsyn02
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.4656                   Total number of documents
 Query 92: 0.3570                   over all queries
 Query 93: 0.4282                       Retrieved:    50000
                                                                                                     0.8
 Query 94: 0.6847                       Relevant:      2854
 Query 95: 0.3395                       Rel_ret:       2632
 Query 96: 0.2923
 Query 97: 0.7619                   Interpolated Recall -
 Query 98: 0.3123                   Precision Averages:                                              0.6
 Query 99: 0.2814                       at 0.00       0.8052
 Query 100: 0.7255                      at 0.10       0.7199
 Query 101: 0.4742                      at 0.20       0.6637




                                                                    Precision
 Query 102: 0.6320                      at 0.30       0.5812                                         0.4
 Query 103: 0.4435                      at 0.40       0.5355
 Query 104: 0.0376                      at 0.50       0.4619
 Query 105: 0.7296                      at 0.60       0.4004
 Query 106: 0.2525                      at 0.70       0.3558                                         0.2
 Query 107: 0.0592                      at 0.80       0.2704
 Query 108: 0.4604                      at 0.90       0.1908
 Query 109: 0.2927                      at 1.00       0.0837
 Query 110: 0.6877
                                                                                                     0.0
 Query 111: 0.0055                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.4238                  for all rel. documents
 Query 113: 0.3113                                    0.4423                                                                       Recall
 Query 114: 0.7171                  Precision:
 Query 115: 0.3259                    At    5 docs:   0.5440                                                           Run coleTDNsyn02
 Query 116: 0.6217                    At   10 docs:   0.5280
 Query 117: 0.1494                    At   15 docs:   0.4933                                                           Comparison to median by topic
 Query 118: 0.2297                    At   20 docs:   0.4690                                         +1.0
 Query 119: 0.7818                    At   30 docs:   0.4280
 Query 120: 0.1348                    At 100 docs:    0.2642
 Query 121: 0.5539                    At 200 docs:    0.1825
 Query 122: 0.0822                    At 500 docs:    0.0952
 Query 123: 0.8465                    At 1000 docs:   0.0526                                         +0.5
 Query 124: 0.2951
 Query 125: 0.3301                  R-Precision (prec. after R
 Query 126: 0.5947                  (=num_rel) docs. retrieved):
 Query 127: 0.6118                      Exact:        0.4438
 Query 128: 0.2244                                                                                    0.0
 Query 129: 0.2811
 Query 130: 0.6884
 Query 131: 0.7266
 Query 132: 0.7183
 Query 133: 0.2535
                                                                    Difference (average precision)




 Query 134: 0.6071                                                                                   −0.5
 Query 135: 0.4917
 Query 136: 0.7917
 Query 137: 0.1418
 Query 138: 0.6374
 Query 139: 0.4987                                                                                   −1.0
 Query 140: 0.3238                                                                                          91   100       110              120        130   140

                                                                                                                                 Topic number
Univ. Exeter, Monolingual Spanish, Auto, TD                                                                            Run exespmgcntmn
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.5143                   Total number of documents
 Query 92: 0.4469                   over all queries
 Query 93: 0.2640                       Retrieved:    50000                                          0.8
 Query 94: 0.7357                       Relevant:      2854
 Query 95: 0.1823                       Rel_ret:       2460
 Query 96: 0.2946
 Query 97: 0.8294                   Interpolated Recall -
 Query 98: 0.9667                   Precision Averages:                                              0.6
 Query 99: 0.3588                       at 0.00       0.8038
 Query 100: 0.5819                      at 0.10       0.7267
 Query 101: 0.1489                      at 0.20       0.6566




                                                                    Precision
 Query 102: 0.6141                      at 0.30       0.5755                                         0.4
 Query 103: 0.7593                      at 0.40       0.5298
 Query 104: 0.2242                      at 0.50       0.4913
 Query 105: 0.8155                      at 0.60       0.4481
 Query 106: 0.2170                      at 0.70       0.4081                                         0.2
 Query 107: 0.0983                      at 0.80       0.3268
 Query 108: 0.7479                      at 0.90       0.2253
 Query 109: 0.3481                      at 1.00       0.1164
 Query 110: 0.7682
                                                                                                     0.0
 Query 111: 0.0072                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.5342                  for all rel. documents
 Query 113: 0.3381                                    0.4684                                                                       Recall
 Query 114: 0.0303                  Precision:
 Query 115: 0.4047                    At    5 docs:   0.5880                                                           Run exespmgcntmn
 Query 116: 0.8733                    At   10 docs:   0.5400
 Query 117: 0.2883                    At   15 docs:   0.5000                                                           Comparison to median by topic
 Query 118: 0.2189                    At   20 docs:   0.4730                                         +1.0
 Query 119: 0.7759                    At   30 docs:   0.4173
 Query 120: 0.1446                    At 100 docs:    0.2766
 Query 121: 0.6649                    At 200 docs:    0.1878
 Query 122: 0.1062                    At 500 docs:    0.0912
 Query 123: 0.8587                    At 1000 docs:   0.0492                                         +0.5
 Query 124: 0.1150
 Query 125: 0.6415                  R-Precision (prec. after R
 Query 126: 0.0325                  (=num_rel) docs. retrieved):
 Query 127: 0.6333                      Exact:        0.4555
 Query 128: 0.0815                                                                                    0.0
 Query 129: 0.3779
 Query 130: 0.7953
 Query 131: 0.7232
 Query 132: 0.7563
 Query 133: 0.0952
                                                                    Difference (average precision)




 Query 134: 0.9500                                                                                   −0.5
 Query 135: 0.3955
 Query 136: 0.7514
 Query 137: 0.1189
 Query 138: 0.6252
 Query 139: 0.8202                                                                                   −1.0
 Query 140: 0.3448                                                                                          91   100       110              120        130   140

                                                                                                                                 Topic number
Univ. Exeter, Monolingual Spanish, Auto, TD                                                                              Run exespmgmn
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.5483                   Total number of documents
 Query 92: 0.4583                   over all queries
 Query 93: 0.3322                       Retrieved:    50000                                          0.8
 Query 94: 0.7581                       Relevant:      2854
 Query 95: 0.3337                       Rel_ret:       2479
 Query 96: 0.2060
 Query 97: 0.8489                   Interpolated Recall -
 Query 98: 0.8278                   Precision Averages:                                              0.6
 Query 99: 0.4020                       at 0.00       0.7942
 Query 100: 0.5186                      at 0.10       0.7220
 Query 101: 0.1248                      at 0.20       0.6613




                                                                    Precision
 Query 102: 0.5618                      at 0.30       0.5787                                         0.4
 Query 103: 0.7964                      at 0.40       0.5454
 Query 104: 0.1520                      at 0.50       0.5113
 Query 105: 0.8104                      at 0.60       0.4534
 Query 106: 0.2018                      at 0.70       0.3968                                         0.2
 Query 107: 0.1014                      at 0.80       0.3327
 Query 108: 0.6559                      at 0.90       0.2161
 Query 109: 0.3387                      at 1.00       0.1015
 Query 110: 0.6671
                                                                                                     0.0
 Query 111: 0.0089                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.5233                  for all rel. documents
 Query 113: 0.3614                                    0.4701                                                                       Recall
 Query 114: 0.0295                  Precision:
 Query 115: 0.4370                    At    5 docs:   0.6040                                                             Run exespmgmn
 Query 116: 0.8753                    At   10 docs:   0.5440
 Query 117: 0.3345                    At   15 docs:   0.5040                                                           Comparison to median by topic
 Query 118: 0.2352                    At   20 docs:   0.4770                                         +1.0
 Query 119: 0.7436                    At   30 docs:   0.4213
 Query 120: 0.1577                    At 100 docs:    0.2834
 Query 121: 0.6816                    At 200 docs:    0.1895
 Query 122: 0.1064                    At 500 docs:    0.0920
 Query 123: 0.8608                    At 1000 docs:   0.0496                                         +0.5
 Query 124: 0.0168
 Query 125: 0.7289                  R-Precision (prec. after R
 Query 126: 0.0298                  (=num_rel) docs. retrieved):
 Query 127: 0.7451                      Exact:        0.4508
 Query 128: 0.1619                                                                                    0.0
 Query 129: 0.3392
 Query 130: 0.8507
 Query 131: 0.7508
 Query 132: 0.7712
 Query 133: 0.0884
                                                                    Difference (average precision)




 Query 134: 0.8875                                                                                   −0.5
 Query 135: 0.3955
 Query 136: 0.7598
 Query 137: 0.2501
 Query 138: 0.5334
 Query 139: 0.8252                                                                                   −1.0
 Query 140: 0.3688                                                                                          91   100       110              120        130   140

                                                                                                                                 Topic number
Univ. Exeter, Monolingual Spanish, Auto, TD                                                                              Run exesporgmn
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.5690                   Total number of documents
 Query 92: 0.4039                   over all queries
 Query 93: 0.3196                       Retrieved:    50000                                          0.8
 Query 94: 0.7525                       Relevant:      2854
 Query 95: 0.3442                       Rel_ret:       2517
 Query 96: 0.1050
 Query 97: 0.8781                   Interpolated Recall -
 Query 98: 1.0000                   Precision Averages:                                              0.6
 Query 99: 0.3958                       at 0.00       0.7785
 Query 100: 0.5642                      at 0.10       0.7268
 Query 101: 0.1278                      at 0.20       0.6689




                                                                    Precision
 Query 102: 0.5866                      at 0.30       0.5793                                         0.4
 Query 103: 0.7782                      at 0.40       0.5486
 Query 104: 0.1495                      at 0.50       0.5068
 Query 105: 0.8133                      at 0.60       0.4587
 Query 106: 0.2263                      at 0.70       0.4050                                         0.2
 Query 107: 0.1132                      at 0.80       0.3341
 Query 108: 0.6559                      at 0.90       0.2322
 Query 109: 0.4015                      at 1.00       0.1149
 Query 110: 0.7307
                                                                                                     0.0
 Query 111: 0.0042                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.5351                  for all rel. documents
 Query 113: 0.3602                                    0.4745                                                                       Recall
 Query 114: 0.0322                  Precision:
 Query 115: 0.4370                    At    5 docs:   0.6320                                                             Run exesporgmn
 Query 116: 0.8753                    At   10 docs:   0.5680
 Query 117: 0.3094                    At   15 docs:   0.5160                                                           Comparison to median by topic
 Query 118: 0.2348                    At   20 docs:   0.4960                                         +1.0
 Query 119: 0.7925                    At   30 docs:   0.4387
 Query 120: 0.1113                    At 100 docs:    0.2858
 Query 121: 0.6832                    At 200 docs:    0.1872
 Query 122: 0.1238                    At 500 docs:    0.0932
 Query 123: 0.8728                    At 1000 docs:   0.0503                                         +0.5
 Query 124: 0.2729
 Query 125: 0.7289                  R-Precision (prec. after R
 Query 126: 0.0299                  (=num_rel) docs. retrieved):
 Query 127: 0.7211                      Exact:        0.4526
 Query 128: 0.0928                                                                                    0.0
 Query 129: 0.4289
 Query 130: 0.8267
 Query 131: 0.7455
 Query 132: 0.7689
 Query 133: 0.0884
                                                                    Difference (average precision)




 Query 134: 0.9500                                                                                   −0.5
 Query 135: 0.3955
 Query 136: 0.7566
 Query 137: 0.1985
 Query 138: 0.2486
 Query 139: 0.7900                                                                                   −1.0
 Query 140: 0.3962                                                                                          91   100       110              120        130   140

                                                                                                                                 Topic number
Univ. Exeter, Monolingual Spanish, Auto, TD                                                                             Run exespwtpimn
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.6783                   Total number of documents
 Query 92: 0.3800                   over all queries
 Query 93: 0.4453                       Retrieved:    50000
                                                                                                     0.8
 Query 94: 0.6552                       Relevant:      2854
 Query 95: 0.2324                       Rel_ret:       2538
 Query 96: 0.2115
 Query 97: 0.7483                   Interpolated Recall -
 Query 98: 1.0000                   Precision Averages:                                              0.6
 Query 99: 0.3502                       at 0.00       0.8148
 Query 100: 0.5344                      at 0.10       0.7429
 Query 101: 0.4216                      at 0.20       0.6894




                                                                    Precision
 Query 102: 0.7205                      at 0.30       0.5822                                         0.4
 Query 103: 0.7542                      at 0.40       0.5499
 Query 104: 0.1185                      at 0.50       0.5104
 Query 105: 0.8191                      at 0.60       0.4455
 Query 106: 0.2663                      at 0.70       0.3919                                         0.2
 Query 107: 0.0414                      at 0.80       0.3190
 Query 108: 0.6528                      at 0.90       0.2103
 Query 109: 0.4362                      at 1.00       0.0899
 Query 110: 0.7409
                                                                                                     0.0
 Query 111: 0.0125                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.5252                  for all rel. documents
 Query 113: 0.3448                                    0.4726                                                                       Recall
 Query 114: 0.1002                  Precision:
 Query 115: 0.3684                    At    5 docs:   0.6240                                                            Run exespwtpimn
 Query 116: 0.8916                    At   10 docs:   0.5800
 Query 117: 0.2465                    At   15 docs:   0.5253                                                           Comparison to median by topic
 Query 118: 0.2218                    At   20 docs:   0.4900                                         +1.0
 Query 119: 0.7532                    At   30 docs:   0.4427
 Query 120: 0.1002                    At 100 docs:    0.2880
 Query 121: 0.7578                    At 200 docs:    0.1953
 Query 122: 0.1542                    At 500 docs:    0.0933
 Query 123: 0.8579                    At 1000 docs:   0.0508                                         +0.5
 Query 124: 0.3770
 Query 125: 0.4761                  R-Precision (prec. after R
 Query 126: 0.0317                  (=num_rel) docs. retrieved):
 Query 127: 0.7257                      Exact:        0.4724
 Query 128: 0.1359                                                                                    0.0
 Query 129: 0.4265
 Query 130: 0.7359
 Query 131: 0.7208
 Query 132: 0.4937
 Query 133: 0.3297
                                                                    Difference (average precision)




 Query 134: 0.7333                                                                                   −0.5
 Query 135: 0.8598
 Query 136: 0.7719
 Query 137: 0.1262
 Query 138: 0.0459
 Query 139: 0.7603                                                                                   −1.0
 Query 140: 0.3378                                                                                          91   100       110              120        130   140

                                                                                                                                 Topic number
Hummingbird, Monolingual Spanish, Auto, TD                                                                                Run humES02
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.6381                   Total number of documents
 Query 92: 0.4404                   over all queries
 Query 93: 0.3427                       Retrieved:    50000                                          0.8
 Query 94: 0.7402                       Relevant:      2854
 Query 95: 0.2135                       Rel_ret:       2561
 Query 96: 0.4172
 Query 97: 0.8222                   Interpolated Recall -
                                                                                                     0.6
 Query 98: 0.4525                   Precision Averages:
 Query 99: 0.3870                       at 0.00       0.8684
 Query 100: 0.7695                      at 0.10       0.7887




                                                                    Precision
 Query 101: 0.4478                      at 0.20       0.7206
 Query 102: 0.7288                      at 0.30       0.6124                                         0.4
 Query 103: 0.8312                      at 0.40       0.5820
 Query 104: 0.2381                      at 0.50       0.5106
 Query 105: 0.7852                      at 0.60       0.4512
 Query 106: 0.2167                      at 0.70       0.4088                                         0.2
 Query 107: 0.0714                      at 0.80       0.3158
 Query 108: 0.6533                      at 0.90       0.2170
 Query 109: 0.3013                      at 1.00       0.1092
 Query 110: 0.5765
                                                                                                     0.0
 Query 111: 0.0207                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.5319                  for all rel. documents
 Query 113: 0.7153                                    0.4909                                                                       Recall
 Query 114: 0.0473                  Precision:
 Query 115: 0.2474                    At    5 docs:   0.6760                                                               Run humES02
 Query 116: 0.7619                    At   10 docs:   0.5900                                                           Comparison to median by topic
 Query 117: 0.3201                    At   15 docs:   0.5413
                                                                                                     +1.0
 Query 118: 0.4033                    At   20 docs:   0.5150
 Query 119: 0.8449                    At   30 docs:   0.4687
 Query 120: 0.3932                    At 100 docs:    0.2944
 Query 121: 0.6746                    At 200 docs:    0.1988
 Query 122: 0.1190                    At 500 docs:    0.0955
 Query 123: 0.8722                    At 1000 docs:   0.0512                                         +0.5
 Query 124: 0.5319
 Query 125: 0.5956                  R-Precision (prec. after R
 Query 126: 0.0769                  (=num_rel) docs. retrieved):
 Query 127: 0.6990                      Exact:        0.4713
 Query 128: 0.4282                                                                                    0.0
 Query 129: 0.3942
 Query 130: 0.7941
 Query 131: 0.7781
 Query 132: 0.8453
 Query 133: 0.0098
                                                                    Difference (average precision)




 Query 134: 0.5226                                                                                   −0.5
 Query 135: 0.6440
 Query 136: 0.6845
 Query 137: 0.3312
 Query 138: 0.2075
 Query 139: 0.7723                                                                                   −1.0
 Query 140: 0.2025                                                                                          91   100       110              120        130   140

                                                                                                                                 Topic number
University of Alicante, Monolingual Spanish, Auto, TD                                                                            Run irn1
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.6346                   Total number of documents
 Query 92: 0.5571                   over all queries
 Query 93: 0.2766                       Retrieved:    50000                                          0.8
 Query 94: 0.8835                       Relevant:      2854
 Query 95: 0.2619                       Rel_ret:       2571
 Query 96: 0.4153
 Query 97: 0.7800                   Interpolated Recall -
                                                                                                     0.6
 Query 98: 0.3341                   Precision Averages:
 Query 99: 0.0879                       at 0.00       0.8891
 Query 100: 0.5623                      at 0.10       0.7720




                                                                    Precision
 Query 101: 0.4686                      at 0.20       0.7038
 Query 102: 0.8183                      at 0.30       0.6078                                         0.4
 Query 103: 0.6046                      at 0.40       0.5447
 Query 104: 0.1725                      at 0.50       0.4688
 Query 105: 0.6807                      at 0.60       0.4148
 Query 106: 0.1904                      at 0.70       0.3568                                         0.2
 Query 107: 0.0693                      at 0.80       0.2799
 Query 108: 0.6674                      at 0.90       0.1971
 Query 109: 0.3314                      at 1.00       0.1018
 Query 110: 0.6222
                                                                                                     0.0
 Query 111: 0.0144                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.6341                  for all rel. documents
 Query 113: 0.4552                                    0.4684                                                                       Recall
 Query 114: 0.1477                  Precision:
 Query 115: 0.3210                    At    5 docs:   0.6800                                                                     Run irn1
 Query 116: 0.8571                    At   10 docs:   0.5820                                                           Comparison to median by topic
 Query 117: 0.2170                    At   15 docs:   0.5453
                                                                                                     +1.0
 Query 118: 0.2098                    At   20 docs:   0.5140
 Query 119: 0.8107                    At   30 docs:   0.4620
 Query 120: 0.3062                    At 100 docs:    0.2752
 Query 121: 0.7361                    At 200 docs:    0.1837
 Query 122: 0.0719                    At 500 docs:    0.0932
 Query 123: 0.9234                    At 1000 docs:   0.0514                                         +0.5
 Query 124: 0.4900
 Query 125: 0.5743                  R-Precision (prec. after R
 Query 126: 0.0861                  (=num_rel) docs. retrieved):
 Query 127: 0.6989                      Exact:        0.4637
 Query 128: 0.2761                                                                                    0.0
 Query 129: 0.3599
 Query 130: 0.6655
 Query 131: 0.6768
 Query 132: 0.9116
 Query 133: 0.0601
                                                                    Difference (average precision)




 Query 134: 0.8269                                                                                   −0.5
 Query 135: 0.5638
 Query 136: 0.7595
 Query 137: 0.2245
 Query 138: 0.3964
 Query 139: 0.4784                                                                                   −1.0
 Query 140: 0.2500                                                                                          91   100       110              120        130   140

                                                                                                                                 Topic number
University of Alicante, Monolingual Spanish, Auto, TDN                                                                           Run irn2
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.6219                   Total number of documents
 Query 92: 0.5513                   over all queries
 Query 93: 0.3259                       Retrieved:    50000                                          0.8
 Query 94: 0.8818                       Relevant:      2854
 Query 95: 0.4110                       Rel_ret:       2644
 Query 96: 0.3643
 Query 97: 0.8149                   Interpolated Recall -
                                                                                                     0.6
 Query 98: 0.4115                   Precision Averages:
 Query 99: 0.1796                       at 0.00       0.9240
 Query 100: 0.5640                      at 0.10       0.8209




                                                                    Precision
 Query 101: 0.5238                      at 0.20       0.7539
 Query 102: 0.7339                      at 0.30       0.6496                                         0.4
 Query 103: 0.6513                      at 0.40       0.5861
 Query 104: 0.1834                      at 0.50       0.5106
 Query 105: 0.6492                      at 0.60       0.4454
 Query 106: 0.1925                      at 0.70       0.3986                                         0.2
 Query 107: 0.0803                      at 0.80       0.3064
 Query 108: 0.6180                      at 0.90       0.2206
 Query 109: 0.3634                      at 1.00       0.0977
 Query 110: 0.5555
                                                                                                     0.0
 Query 111: 0.0341                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.5411                  for all rel. documents
 Query 113: 0.5018                                    0.5067                                                                       Recall
 Query 114: 0.8852                  Precision:
 Query 115: 0.4233                    At    5 docs:   0.7200                                                                     Run irn2
 Query 116: 0.5918                    At   10 docs:   0.6380                                                           Comparison to median by topic
 Query 117: 0.2051                    At   15 docs:   0.5933
                                                                                                     +1.0
 Query 118: 0.2096                    At   20 docs:   0.5600
 Query 119: 0.8050                    At   30 docs:   0.4813
 Query 120: 0.5226                    At 100 docs:    0.2880
 Query 121: 0.7384                    At 200 docs:    0.1898
 Query 122: 0.0500                    At 500 docs:    0.0958
 Query 123: 0.8873                    At 1000 docs:   0.0529                                         +0.5
 Query 124: 0.4520
 Query 125: 0.5729                  R-Precision (prec. after R
 Query 126: 0.6482                  (=num_rel) docs. retrieved):
 Query 127: 0.6797                      Exact:        0.4958
 Query 128: 0.2171                                                                                    0.0
 Query 129: 0.3015
 Query 130: 0.6716
 Query 131: 0.5983
 Query 132: 0.7385
 Query 133: 0.4367
                                                                    Difference (average precision)




 Query 134: 0.8214                                                                                   −0.5
 Query 135: 0.5184
 Query 136: 0.7640
 Query 137: 0.1668
 Query 138: 0.8753
 Query 139: 0.4020                                                                                   −1.0
 Query 140: 0.3983                                                                                          91   100       110              120        130   140

                                                                                                                                 Topic number
University of Alicante, Monolingual Spanish, Auto, TD                                                                            Run irn3
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.6650                   Total number of documents
 Query 92: 0.5516                   over all queries
 Query 93: 0.4493                       Retrieved:    50000                                          0.8
 Query 94: 0.9127                       Relevant:      2854
 Query 95: 0.4365                       Rel_ret:       2669
 Query 96: 0.4428
 Query 97: 0.7805                   Interpolated Recall -
                                                                                                     0.6
 Query 98: 0.3572                   Precision Averages:
 Query 99: 0.1752                       at 0.00       0.8549
 Query 100: 0.5371                      at 0.10       0.7597




                                                                    Precision
 Query 101: 0.5476                      at 0.20       0.7091
 Query 102: 0.7987                      at 0.30       0.6391                                         0.4
 Query 103: 0.6184                      at 0.40       0.5891
 Query 104: 0.1969                      at 0.50       0.5145
 Query 105: 0.7754                      at 0.60       0.4592
 Query 106: 0.1514                      at 0.70       0.4126                                         0.2
 Query 107: 0.0453                      at 0.80       0.3119
 Query 108: 0.6209                      at 0.90       0.2342
 Query 109: 0.4063                      at 1.00       0.1181
 Query 110: 0.5574
                                                                                                     0.0
 Query 111: 0.0147                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.6587                  for all rel. documents
 Query 113: 0.5209                                    0.4980                                                                       Recall
 Query 114: 0.1225                  Precision:
 Query 115: 0.3217                    At    5 docs:   0.6920                                                                     Run irn3
 Query 116: 0.6903                    At   10 docs:   0.5920                                                           Comparison to median by topic
 Query 117: 0.1853                    At   15 docs:   0.5560
                                                                                                     +1.0
 Query 118: 0.1308                    At   20 docs:   0.5190
 Query 119: 0.8230                    At   30 docs:   0.4667
 Query 120: 0.1316                    At 100 docs:    0.2944
 Query 121: 0.7222                    At 200 docs:    0.2018
 Query 122: 0.0642                    At 500 docs:    0.0999
 Query 123: 0.9246                    At 1000 docs:   0.0534                                         +0.5
 Query 124: 0.5687
 Query 125: 0.6917                  R-Precision (prec. after R
 Query 126: 0.2431                  (=num_rel) docs. retrieved):
 Query 127: 0.7184                      Exact:        0.4771
 Query 128: 0.2024                                                                                    0.0
 Query 129: 0.4354
 Query 130: 0.6938
 Query 131: 0.7141
 Query 132: 0.8534
 Query 133: 0.1310
                                                                    Difference (average precision)




 Query 134: 0.8500                                                                                   −0.5
 Query 135: 0.8292
 Query 136: 0.7903
 Query 137: 0.2667
 Query 138: 0.6115
 Query 139: 0.5930                                                                                   −1.0
 Query 140: 0.3700                                                                                          91   100       110              120        130   140

                                                                                                                                 Topic number
University of Alicante, Monolingual Spanish, Auto, TDN                                                                           Run irn4
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.6344                   Total number of documents
 Query 92: 0.5588                   over all queries
 Query 93: 0.3317                       Retrieved:    50000                                          0.8
 Query 94: 0.8837                       Relevant:      2854
 Query 95: 0.3155                       Rel_ret:       2621
 Query 96: 0.4030
 Query 97: 0.7846                   Interpolated Recall -
                                                                                                     0.6
 Query 98: 0.3918                   Precision Averages:
 Query 99: 0.1683                       at 0.00       0.9261
 Query 100: 0.5432                      at 0.10       0.8022




                                                                    Precision
 Query 101: 0.5784                      at 0.20       0.7485
 Query 102: 0.8121                      at 0.30       0.6458                                         0.4
 Query 103: 0.6099                      at 0.40       0.5793
 Query 104: 0.1780                      at 0.50       0.5050
 Query 105: 0.7353                      at 0.60       0.4406
 Query 106: 0.1993                      at 0.70       0.3888                                         0.2
 Query 107: 0.0835                      at 0.80       0.2982
 Query 108: 0.6493                      at 0.90       0.2230
 Query 109: 0.4008                      at 1.00       0.1006
 Query 110: 0.5310
                                                                                                     0.0
 Query 111: 0.0236                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.5524                  for all rel. documents
 Query 113: 0.6208                                    0.4976                                                                       Recall
 Query 114: 0.4587                  Precision:
 Query 115: 0.4010                    At    5 docs:   0.7120                                                                     Run irn4
 Query 116: 0.7523                    At   10 docs:   0.6120                                                           Comparison to median by topic
 Query 117: 0.2319                    At   15 docs:   0.5640
                                                                                                     +1.0
 Query 118: 0.2078                    At   20 docs:   0.5380
 Query 119: 0.8022                    At   30 docs:   0.4867
 Query 120: 0.3225                    At 100 docs:    0.2890
 Query 121: 0.7433                    At 200 docs:    0.1936
 Query 122: 0.0909                    At 500 docs:    0.0964
 Query 123: 0.9109                    At 1000 docs:   0.0524                                         +0.5
 Query 124: 0.4833
 Query 125: 0.5897                  R-Precision (prec. after R
 Query 126: 0.2237                  (=num_rel) docs. retrieved):
 Query 127: 0.7020                      Exact:        0.4881
 Query 128: 0.3109                                                                                    0.0
 Query 129: 0.3652
 Query 130: 0.7049
 Query 131: 0.6667
 Query 132: 0.8771
 Query 133: 0.2226
                                                                    Difference (average precision)




 Query 134: 0.8269                                                                                   −0.5
 Query 135: 0.5626
 Query 136: 0.7746
 Query 137: 0.2450
 Query 138: 0.6202
 Query 139: 0.4674                                                                                   −1.0
 Query 140: 0.3290                                                                                          91   100       110              120        130   140

                                                                                                                                 Topic number
Océ, Monolingual Spanish, Auto, TD                                                                                       Run oce02monES
 Average precision                   Overall statistics                                                                   Recall−Precision Values
 (individual queries):               (for 50 queries):                                                 1.0

 Query 91: 0.5800                    Total number of documents
 Query 92: 0.4424                    over all queries
 Query 93: 0.3006                        Retrieved:    50000                                          0.8
 Query 94: 0.7177                        Relevant:      2854
 Query 95: 0.2846                        Rel_ret:       2528
 Query 96: 0.4526
 Query 97: 0.8097                    Interpolated Recall -                                            0.6
 Query 98: 0.3803                    Precision Averages:
 Query 99: 0.3507                        at 0.00       0.8745
 Query 100: 0.7999                       at 0.10       0.7531




                                                                     Precision
 Query 101: 0.3568                       at 0.20       0.6728
 Query 102: 0.6609                       at 0.30       0.5956                                         0.4
 Query 103: 0.6295                       at 0.40       0.5422
 Query 104: 0.2322                       at 0.50       0.4749
 Query 105: 0.6238                       at 0.60       0.4031
 Query 106: 0.2028                       at 0.70       0.3476                                         0.2
 Query 107: 0.0688                       at 0.80       0.2721
 Query 108: 0.6518                       at 0.90       0.1813
 Query 109: 0.1675                       at 1.00       0.0844
 Query 110: 0.7383                                                                                    0.0
 Query 111: 0.0094                   Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.5381                   for all rel. documents
 Query 113: 0.6015                                     0.4557                                                                       Recall
 Query 114: 0.0452                   Precision:
 Query 115: 0.1810                     At    5 docs:   0.6520                                                            Run oce02monES
 Query 116: 0.6090                     At   10 docs:   0.5760                                                           Comparison to median by topic
 Query 117: 0.2650                     At   15 docs:   0.5400                                         +1.0
 Query 118: 0.2923                     At   20 docs:   0.5050
 Query 119: 0.7544                     At   30 docs:   0.4367
 Query 120: 0.4877                     At 100 docs:    0.2760
 Query 121: 0.6880                     At 200 docs:    0.1905
 Query 122: 0.0894                     At 500 docs:    0.0936
 Query 123: 0.8856                     At 1000 docs:   0.0506                                         +0.5
 Query 124: 0.3441
 Query 125: 0.5502                   R-Precision (prec. after R
 Query 126: 0.0014                   (=num_rel) docs. retrieved):
 Query 127: 0.7628                       Exact:        0.4508
 Query 128: 0.4530                                                                                     0.0
 Query 129: 0.2643
 Query 130: 0.7605
 Query 131: 0.7027
 Query 132: 0.6374
 Query 133: 0.0085
                                                                     Difference (average precision)




 Query 134: 0.7784                                                                                    −0.5
 Query 135: 0.5649
 Query 136: 0.6152
 Query 137: 0.1769
 Query 138: 0.3402
 Query 139: 0.7432                                                                                    −1.0
 Query 140: 0.1813                                                                                           91   100       110              120        130   140

                                                                                                                                  Topic number
Océ, Monolingual Spanish, Auto, T                                                                                      Run oce02monESto
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.4120                   Total number of documents
 Query 92: 0.3637                   over all queries
 Query 93: 0.2355                       Retrieved:    45024                                          0.8
 Query 94: 0.8637                       Relevant:      2854
 Query 95: 0.0705                       Rel_ret:       2385
 Query 96: 0.2175
 Query 97: 0.8510                   Interpolated Recall -                                            0.6
 Query 98: 0.0067                   Precision Averages:
 Query 99: 0.2598                       at 0.00       0.7667
 Query 100: 0.4879                      at 0.10       0.6452




                                                                    Precision
 Query 101: 0.4845                      at 0.20       0.5770
 Query 102: 0.7732                      at 0.30       0.5032                                         0.4
 Query 103: 0.5113                      at 0.40       0.4472
 Query 104: 0.0462                      at 0.50       0.3942
 Query 105: 0.7370                      at 0.60       0.3495
 Query 106: 0.1353                      at 0.70       0.2951                                         0.2
 Query 107: 0.1376                      at 0.80       0.2138
 Query 108: 0.6715                      at 0.90       0.1486
 Query 109: 0.2983                      at 1.00       0.0595
 Query 110: 0.3316                                                                                   0.0
 Query 111: 0.0058                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.4279                  for all rel. documents
 Query 113: 0.6016                                    0.3866                                                                       Recall
 Query 114: 0.0299                  Precision:
 Query 115: 0.3247                    At    5 docs:   0.5680                                                           Run oce02monESto
 Query 116: 0.7143                    At   10 docs:   0.5100                                                           Comparison to median by topic
 Query 117: 0.0711                    At   15 docs:   0.4520                                         +1.0
 Query 118: 0.3890                    At   20 docs:   0.4190
 Query 119: 0.2278                    At   30 docs:   0.3647
 Query 120: 0.0636                    At 100 docs:    0.2428
 Query 121: 0.6241                    At 200 docs:    0.1694
 Query 122: 0.1093                    At 500 docs:    0.0858
 Query 123: 0.6897                    At 1000 docs:   0.0477                                         +0.5
 Query 124: 0.3824
 Query 125: 0.5349                  R-Precision (prec. after R
 Query 126: 0.0069                  (=num_rel) docs. retrieved):
 Query 127: 0.5874                      Exact:        0.3910
 Query 128: 0.5305                                                                                    0.0
 Query 129: 0.1185
 Query 130: 0.7880
 Query 131: 0.7353
 Query 132: 0.6992
 Query 133: 0.0025
                                                                    Difference (average precision)




 Query 134: 0.2602                                                                                   −0.5
 Query 135: 0.6573
 Query 136: 0.6370
 Query 137: 0.1667
 Query 138: 0.0479
 Query 139: 0.7910                                                                                   −1.0
 Query 140: 0.2128                                                                                          91   100       110              120        130   140

                                                                                                                                 Topic number
City University, Monolingual Spanish, Auto, T                                                                               Run plsp02t
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.4007                   Total number of documents
 Query 92: 0.3723                   over all queries
 Query 93: 0.0000                       Retrieved:    50000
                                                                                                     0.8
 Query 94: 0.8589                       Relevant:      2854
 Query 95: 0.0305                       Rel_ret:       1761
 Query 96: 0.0576
 Query 97: 0.0068                   Interpolated Recall -
 Query 98: 0.0000                   Precision Averages:                                              0.6
 Query 99: 0.2129                       at 0.00       0.4553
 Query 100: 0.2693                      at 0.10       0.3755
 Query 101: 0.3001                      at 0.20       0.3170




                                                                    Precision
 Query 102: 0.6932                      at 0.30       0.2787                                         0.4
 Query 103: 0.1261                      at 0.40       0.2574
 Query 104: 0.0064                      at 0.50       0.2311
 Query 105: 0.0306                      at 0.60       0.1917
 Query 106: 0.0050                      at 0.70       0.1704                                         0.2
 Query 107: 0.0000                      at 0.80       0.1397
 Query 108: 0.6634                      at 0.90       0.0724
 Query 109: 0.0000                      at 1.00       0.0267
 Query 110: 0.3661
                                                                                                     0.0
 Query 111: 0.0000                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.2221                  for all rel. documents
 Query 113: 0.5598                                    0.2173                                                                       Recall
 Query 114: 0.0188                  Precision:
 Query 115: 0.1139                    At    5 docs:   0.3200                                                                 Run plsp02t
 Query 116: 0.8571                    At   10 docs:   0.2940
 Query 117: 0.0353                    At   15 docs:   0.2680                                                           Comparison to median by topic
 Query 118: 0.0435                    At   20 docs:   0.2540                                         +1.0
 Query 119: 0.6807                    At   30 docs:   0.2320
 Query 120: 0.0661                    At 100 docs:    0.1578
 Query 121: 0.0000                    At 200 docs:    0.1129
 Query 122: 0.0151                    At 500 docs:    0.0605
 Query 123: 0.6616                    At 1000 docs:   0.0352                                         +0.5
 Query 124: 0.0266
 Query 125: 0.1874                  R-Precision (prec. after R
 Query 126: 0.0170                  (=num_rel) docs. retrieved):
 Query 127: 0.5582                      Exact:        0.2252
 Query 128: 0.0000                                                                                    0.0
 Query 129: 0.0000
 Query 130: 0.4863
 Query 131: 0.0020
 Query 132: 0.0000
 Query 133: 0.0479
                                                                    Difference (average precision)




 Query 134: 0.5395                                                                                   −0.5
 Query 135: 0.3231
 Query 136: 0.1303
 Query 137: 0.0832
 Query 138: 0.0037
 Query 139: 0.6833                                                                                   −1.0
 Query 140: 0.1003                                                                                          91   100       110              120        130   140

                                                                                                                                 Topic number
City University, Monolingual Spanish, Auto, TD                                                                             Run plsp02td
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.4167                   Total number of documents
 Query 92: 0.4757                   over all queries
 Query 93: 0.0000                       Retrieved:    50000
                                                                                                     0.8
 Query 94: 0.6381                       Relevant:      2854
 Query 95: 0.0314                       Rel_ret:       1952
 Query 96: 0.2732
 Query 97: 0.0003                   Interpolated Recall -
 Query 98: 0.0000                   Precision Averages:                                              0.6
 Query 99: 0.0461                       at 0.00       0.5612
 Query 100: 0.4825                      at 0.10       0.4570
 Query 101: 0.2686                      at 0.20       0.3854




                                                                    Precision
 Query 102: 0.6628                      at 0.30       0.3380                                         0.4
 Query 103: 0.3387                      at 0.40       0.3069
 Query 104: 0.0481                      at 0.50       0.2766
 Query 105: 0.0008                      at 0.60       0.2254
 Query 106: 0.1037                      at 0.70       0.1956                                         0.2
 Query 107: 0.0000                      at 0.80       0.1466
 Query 108: 0.6527                      at 0.90       0.0711
 Query 109: 0.0005                      at 1.00       0.0248
 Query 110: 0.8571
                                                                                                     0.0
 Query 111: 0.0000                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.4859                  for all rel. documents
 Query 113: 0.4500                                    0.2552                                                                       Recall
 Query 114: 0.0018                  Precision:
 Query 115: 0.1427                    At    5 docs:   0.3760                                                                Run plsp02td
 Query 116: 0.4404                    At   10 docs:   0.3540
 Query 117: 0.1198                    At   15 docs:   0.3400                                                           Comparison to median by topic
 Query 118: 0.0118                    At   20 docs:   0.3130                                         +1.0
 Query 119: 0.5163                    At   30 docs:   0.2820
 Query 120: 0.3429                    At 100 docs:    0.1818
 Query 121: 0.4160                    At 200 docs:    0.1280
 Query 122: 0.0132                    At 500 docs:    0.0691
 Query 123: 0.8312                    At 1000 docs:   0.0390                                         +0.5
 Query 124: 0.0837
 Query 125: 0.2209                  R-Precision (prec. after R
 Query 126: 0.0030                  (=num_rel) docs. retrieved):
 Query 127: 0.7099                      Exact:        0.2791
 Query 128: 0.0036                                                                                    0.0
 Query 129: 0.0963
 Query 130: 0.5964
 Query 131: 0.0256
 Query 132: 0.0005
 Query 133: 0.0085
                                                                    Difference (average precision)




 Query 134: 0.4667                                                                                   −0.5
 Query 135: 0.3346
 Query 136: 0.0556
 Query 137: 0.0377
 Query 138: 0.4222
 Query 139: 0.5389                                                                                   −1.0
 Query 140: 0.0853                                                                                          91   100       110              120        130   140

                                                                                                                                 Topic number
IRIT, Toulouse, Monolingual Spanish, Auto, TD                                                                           Run RunMonoSp
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.1181                   Total number of documents
 Query 92: 0.4917                   over all queries
 Query 93: 0.2285                       Retrieved:    50000                                          0.8
 Query 94: 0.7668                       Relevant:      2854
 Query 95: 0.0770                       Rel_ret:       2060
 Query 96: 0.0946
 Query 97: 0.7439                   Interpolated Recall -
 Query 98: 0.0214                   Precision Averages:                                              0.6
 Query 99: 0.0360                       at 0.00       0.6673
 Query 100: 0.7389                      at 0.10       0.5699
 Query 101: 0.4689                      at 0.20       0.5170




                                                                    Precision
 Query 102: 0.7466                      at 0.30       0.4120                                         0.4
 Query 103: 0.4059                      at 0.40       0.3731
 Query 104: 0.0492                      at 0.50       0.3383
 Query 105: 0.7652                      at 0.60       0.2802
 Query 106: 0.0306                      at 0.70       0.2461                                         0.2
 Query 107: 0.0010                      at 0.80       0.1908
 Query 108: 0.3369                      at 0.90       0.1428
 Query 109: 0.0446                      at 1.00       0.0575
 Query 110: 0.2926
                                                                                                     0.0
 Query 111: 0.0025                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.4675                  for all rel. documents
 Query 113: 0.7396                                    0.3305                                                                       Recall
 Query 114: 0.0068                  Precision:
 Query 115: 0.2057                    At    5 docs:   0.4360                                                             Run RunMonoSp
 Query 116: 0.7283                    At   10 docs:   0.4100
 Query 117: 0.0494                    At   15 docs:   0.3907                                                           Comparison to median by topic
 Query 118: 0.2148                    At   20 docs:   0.3730                                         +1.0
 Query 119: 0.1189                    At   30 docs:   0.3380
 Query 120: 0.1053                    At 100 docs:    0.2092
 Query 121: 0.5812                    At 200 docs:    0.1424
 Query 122: 0.0026                    At 500 docs:    0.0736
 Query 123: 0.8724                    At 1000 docs:   0.0412                                         +0.5
 Query 124: 0.2027
 Query 125: 0.3434                  R-Precision (prec. after R
 Query 126: 0.0117                  (=num_rel) docs. retrieved):
 Query 127: 0.6237                      Exact:        0.3363
 Query 128: 0.2563                                                                                    0.0
 Query 129: 0.1839
 Query 130: 0.7187
 Query 131: 0.5989
 Query 132: 0.7346
 Query 133: 0.0265
                                                                    Difference (average precision)




 Query 134: 0.4232                                                                                   −0.5
 Query 135: 0.3788
 Query 136: 0.6001
 Query 137: 0.2155
 Query 138: 0.0441
 Query 139: 0.6080                                                                                   −1.0
 Query 140: 0.0000                                                                                          91   100       110              120        130   140

                                                                                                                                 Topic number
TLR Research, Monolingual Spanish, Auto, TD                                                                                      Run tlres
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.5768                   Total number of documents
 Query 92: 0.4649                   over all queries
 Query 93: 0.3282                       Retrieved:    50000                                          0.8
 Query 94: 0.7189                       Relevant:      2854
 Query 95: 0.2278                       Rel_ret:       2559
 Query 96: 0.4275
 Query 97: 0.8116                   Interpolated Recall -
                                                                                                     0.6
 Query 98: 0.5109                   Precision Averages:
 Query 99: 0.4889                       at 0.00       0.8606
 Query 100: 0.7422                      at 0.10       0.7773




                                                                    Precision
 Query 101: 0.5505                      at 0.20       0.7113
 Query 102: 0.7938                      at 0.30       0.6271                                         0.4
 Query 103: 0.5160                      at 0.40       0.5853
 Query 104: 0.2291                      at 0.50       0.5274
 Query 105: 0.8004                      at 0.60       0.4774
 Query 106: 0.1689                      at 0.70       0.4116                                         0.2
 Query 107: 0.0607                      at 0.80       0.3391
 Query 108: 0.6145                      at 0.90       0.2249
 Query 109: 0.2729                      at 1.00       0.1242
 Query 110: 0.7538
                                                                                                     0.0
 Query 111: 0.0239                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4               0.6       0.8   1.0
 Query 112: 0.6100                  for all rel. documents
 Query 113: 0.5147                                    0.4993                                                                       Recall
 Query 114: 0.1151                  Precision:
 Query 115: 0.3155                    At    5 docs:   0.6600                                                                     Run tlres
 Query 116: 0.7571                    At   10 docs:   0.5960                                                           Comparison to median by topic
 Query 117: 0.3904                    At   15 docs:   0.5507
                                                                                                     +1.0
 Query 118: 0.7042                    At   20 docs:   0.5130
 Query 119: 0.8463                    At   30 docs:   0.4593
 Query 120: 0.4314                    At 100 docs:    0.2864
 Query 121: 0.5899                    At 200 docs:    0.1966
 Query 122: 0.0524                    At 500 docs:    0.0968
 Query 123: 0.8772                    At 1000 docs:   0.0512                                         +0.5
 Query 124: 0.7525
 Query 125: 0.6271                  R-Precision (prec. after R
 Query 126: 0.0779                  (=num_rel) docs. retrieved):
 Query 127: 0.6616                      Exact:        0.4816
 Query 128: 0.4292                                                                                    0.0
 Query 129: 0.3396
 Query 130: 0.7994
 Query 131: 0.7318
 Query 132: 0.8973
 Query 133: 0.0083
                                                                    Difference (average precision)




 Query 134: 0.6319                                                                                   −0.5
 Query 135: 0.6092
 Query 136: 0.5627
 Query 137: 0.3934
 Query 138: 0.1634
 Query 139: 0.8077                                                                                   −1.0
 Query 140: 0.1861                                                                                          91   100       110               120       130   140

                                                                                                                                 Topic number
University of Amsterdam, Monolingual Spanish, Auto, TD                                                                 Run UAmsC02SpSpNGiSt
 Average precision                  Overall statistics                                                                     Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.1239                   Total number of documents
 Query 92: 0.5088                   over all queries
 Query 93: 0.2510                       Retrieved:    50000
                                                                                                     0.8
 Query 94: 0.9127                       Relevant:      2854
 Query 95: 0.2236                       Rel_ret:       2461
 Query 96: 0.3701
 Query 97: 0.8474                   Interpolated Recall -
 Query 98: 0.4319                   Precision Averages:                                              0.6
 Query 99: 0.2165                       at 0.00       0.8393
 Query 100: 0.5513                      at 0.10       0.7520
 Query 101: 0.3947                      at 0.20       0.7053




                                                                    Precision
 Query 102: 0.6510                      at 0.30       0.6199                                         0.4
 Query 103: 0.8349                      at 0.40       0.5408
 Query 104: 0.2554                      at 0.50       0.4763
 Query 105: 0.6676                      at 0.60       0.4162
 Query 106: 0.2021                      at 0.70       0.3689                                         0.2
 Query 107: 0.1346                      at 0.80       0.2917
 Query 108: 0.6581                      at 0.90       0.2065
 Query 109: 0.5521                      at 1.00       0.1114
 Query 110: 0.6066
                                                                                                     0.0
 Query 111: 0.0187                  Avg. prec. (non-interpolated)                                      0.0       0.2         0.4              0.6        0.8   1.0
 Query 112: 0.6249                  for all rel. documents
 Query 113: 0.6533                                    0.4734                                                                         Recall
 Query 114: 0.0948                  Precision:
 Query 115: 0.4166                    At    5 docs:   0.6440                                                           Run UAmsC02SpSpNGiSt
 Query 116: 0.9201                    At   10 docs:   0.5480
 Query 117: 0.2829                    At   15 docs:   0.5120                                                             Comparison to median by topic
 Query 118: 0.2469                    At   20 docs:   0.4720                                         +1.0
 Query 119: 0.8567                    At   30 docs:   0.4207
 Query 120: 0.0906                    At 100 docs:    0.2678
 Query 121: 0.6818                    At 200 docs:    0.1812
 Query 122: 0.0922                    At 500 docs:    0.0920
 Query 123: 0.8693                    At 1000 docs:   0.0492                                         +0.5
 Query 124: 0.3720
 Query 125: 0.4901                  R-Precision (prec. after R
 Query 126: 0.0340                  (=num_rel) docs. retrieved):
 Query 127: 0.6298                      Exact:        0.4448
 Query 128: 0.3357                                                                                    0.0
 Query 129: 0.3986
 Query 130: 0.7695
 Query 131: 0.7037
 Query 132: 0.8374
 Query 133: 0.0362
                                                                    Difference (average precision)




 Query 134: 0.9500                                                                                   −0.5
 Query 135: 0.4576
 Query 136: 0.7871
 Query 137: 0.1704
 Query 138: 0.7476
 Query 139: 0.5680                                                                                   −1.0
 Query 140: 0.1401                                                                                          91   100         110              120        130   140

                                                                                                                                   Topic number
Université de Neuchâtel, Monolingual Spanish, Auto, TD                                                                     Run UniNEes
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.7244                   Total number of documents
 Query 92: 0.5534                   over all queries
 Query 93: 0.5019                       Retrieved:    50000                                          0.8
 Query 94: 0.9094                       Relevant:      2854
 Query 95: 0.4090                       Rel_ret:       2658
 Query 96: 0.4030
 Query 97: 0.8640                   Interpolated Recall -
                                                                                                     0.6
 Query 98: 0.9111                   Precision Averages:
 Query 99: 0.1228                       at 0.00       0.8702
 Query 100: 0.7572                      at 0.10       0.7892




                                                                    Precision
 Query 101: 0.6941                      at 0.20       0.7263
 Query 102: 0.6469                      at 0.30       0.6695                                         0.4
 Query 103: 0.8464                      at 0.40       0.6300
 Query 104: 0.1545                      at 0.50       0.5799
 Query 105: 0.8147                      at 0.60       0.5232
 Query 106: 0.1370                      at 0.70       0.4616                                         0.2
 Query 107: 0.1212                      at 0.80       0.3966
 Query 108: 0.7132                      at 0.90       0.2658
 Query 109: 0.3754                      at 1.00       0.1473
 Query 110: 0.7899                                                                                   0.0
 Query 111: 0.0186                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.5602                  for all rel. documents
 Query 113: 0.3787                                    0.5441                                                                       Recall
 Query 114: 0.2145                  Precision:
 Query 115: 0.4411                    At    5 docs:   0.6920                                                               Run UniNEes
 Query 116: 0.8395                    At   10 docs:   0.6200                                                           Comparison to median by topic
 Query 117: 0.3546                    At   15 docs:   0.5773
                                                                                                     +1.0
 Query 118: 0.3711                    At   20 docs:   0.5350
 Query 119: 0.8938                    At   30 docs:   0.4787
 Query 120: 0.4453                    At 100 docs:    0.3084
 Query 121: 0.7631                    At 200 docs:    0.2056
 Query 122: 0.1171                    At 500 docs:    0.0999
 Query 123: 0.8988                    At 1000 docs:   0.0532                                         +0.5
 Query 124: 0.4289
 Query 125: 0.7758                  R-Precision (prec. after R
 Query 126: 0.0616                  (=num_rel) docs. retrieved):
 Query 127: 0.6959                      Exact:        0.5021
 Query 128: 0.4029                                                                                    0.0
 Query 129: 0.4079
 Query 130: 0.8774
 Query 131: 0.8009
 Query 132: 0.8180
 Query 133: 0.0088
                                                                    Difference (average precision)




 Query 134: 0.8929                                                                                   −0.5
 Query 135: 0.8640
 Query 136: 0.7739
 Query 137: 0.3703
 Query 138: 0.2891
 Query 139: 0.7223                                                                                   −1.0
 Query 140: 0.2662                                                                                          91   100       110              120        130   140

                                                                                                                                 Topic number
Université de Neuchâtel, Monolingual Spanish, Auto, TDN                                                                 Run UniNEestdn
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.7412                   Total number of documents
 Query 92: 0.5489                   over all queries
 Query 93: 0.5331                       Retrieved:    50000                                          0.8
 Query 94: 0.9571                       Relevant:      2854
 Query 95: 0.3384                       Rel_ret:       2666
 Query 96: 0.4207
 Query 97: 0.8335                   Interpolated Recall -
                                                                                                     0.6
 Query 98: 1.0000                   Precision Averages:
 Query 99: 0.2748                       at 0.00       0.9404
 Query 100: 0.8086                      at 0.10       0.8576




                                                                    Precision
 Query 101: 0.6716                      at 0.20       0.7990
 Query 102: 0.6686                      at 0.30       0.7368                                         0.4
 Query 103: 0.8487                      at 0.40       0.6872
 Query 104: 0.2493                      at 0.50       0.6465
 Query 105: 0.7767                      at 0.60       0.5878
 Query 106: 0.1502                      at 0.70       0.5321                                         0.2
 Query 107: 0.0495                      at 0.80       0.4297
 Query 108: 0.6996                      at 0.90       0.3116
 Query 109: 0.3921                      at 1.00       0.1695
 Query 110: 0.7113                                                                                   0.0
 Query 111: 0.0287                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.6473                  for all rel. documents
 Query 113: 0.6891                                    0.6051                                                                       Recall
 Query 114: 0.9636                  Precision:
 Query 115: 0.4981                    At    5 docs:   0.7760                                                             Run UniNEestdn
 Query 116: 0.8323                    At   10 docs:   0.6920                                                           Comparison to median by topic
 Query 117: 0.3666                    At   15 docs:   0.6413
                                                                                                     +1.0
 Query 118: 0.6175                    At   20 docs:   0.5960
 Query 119: 0.8858                    At   30 docs:   0.5307
 Query 120: 0.6414                    At 100 docs:    0.3218
 Query 121: 0.7481                    At 200 docs:    0.2128
 Query 122: 0.1331                    At 500 docs:    0.1002
 Query 123: 0.9036                    At 1000 docs:   0.0533                                         +0.5
 Query 124: 0.4270
 Query 125: 0.7211                  R-Precision (prec. after R
 Query 126: 0.8063                  (=num_rel) docs. retrieved):
 Query 127: 0.7322                      Exact:        0.5559
 Query 128: 0.1325                                                                                    0.0
 Query 129: 0.3609
 Query 130: 0.8264
 Query 131: 0.7557
 Query 132: 0.7667
 Query 133: 0.3343
                                                                    Difference (average precision)




 Query 134: 0.8929                                                                                   −0.5
 Query 135: 0.8409
 Query 136: 0.8195
 Query 137: 0.3010
 Query 138: 0.8048
 Query 139: 0.6913                                                                                   −1.0
 Query 140: 0.4134                                                                                          91   100       110              120        130   140

                                                                                                                                 Topic number
University of Salamanca, Monolingual Spanish, Auto, TDN                                                                 Run usalFNTDN
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.5873                   Total number of documents
 Query 92: 0.4898                   over all queries
 Query 93: 0.2666                       Retrieved:    50000                                          0.8
 Query 94: 0.8537                       Relevant:      2854
 Query 95: 0.1680                       Rel_ret:       2544
 Query 96: 0.1970
 Query 97: 0.6482                   Interpolated Recall -
                                                                                                     0.6
 Query 98: 0.4972                   Precision Averages:
 Query 99: 0.0971                       at 0.00       0.7743
 Query 100: 0.3904                      at 0.10       0.6570




                                                                    Precision
 Query 101: 0.1744                      at 0.20       0.5850
 Query 102: 0.6756                      at 0.30       0.5139                                         0.4
 Query 103: 0.5570                      at 0.40       0.4798
 Query 104: 0.0254                      at 0.50       0.4134
 Query 105: 0.6701                      at 0.60       0.3615
 Query 106: 0.2465                      at 0.70       0.3259                                         0.2
 Query 107: 0.0380                      at 0.80       0.2438
 Query 108: 0.4694                      at 0.90       0.1824
 Query 109: 0.2680                      at 1.00       0.0789
 Query 110: 0.4773
                                                                                                     0.0
 Query 111: 0.0036                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.4956                  for all rel. documents
 Query 113: 0.6211                                    0.4051                                                                       Recall
 Query 114: 0.6113                  Precision:
 Query 115: 0.3092                    At    5 docs:   0.5360                                                             Run usalFNTDN
 Query 116: 0.6835                    At   10 docs:   0.4900                                                           Comparison to median by topic
 Query 117: 0.1824                    At   15 docs:   0.4573
                                                                                                     +1.0
 Query 118: 0.2375                    At   20 docs:   0.4310
 Query 119: 0.7891                    At   30 docs:   0.3967
 Query 120: 0.1045                    At 100 docs:    0.2504
 Query 121: 0.6387                    At 200 docs:    0.1697
 Query 122: 0.0332                    At 500 docs:    0.0900
 Query 123: 0.8381                    At 1000 docs:   0.0509                                         +0.5
 Query 124: 0.3012
 Query 125: 0.1560                  R-Precision (prec. after R
 Query 126: 0.4355                  (=num_rel) docs. retrieved):
 Query 127: 0.6935                      Exact:        0.4076
 Query 128: 0.0797                                                                                    0.0
 Query 129: 0.1914
 Query 130: 0.6236
 Query 131: 0.4673
 Query 132: 0.7390
 Query 133: 0.1515
                                                                    Difference (average precision)




 Query 134: 0.4182                                                                                   −0.5
 Query 135: 0.2237
 Query 136: 0.7543
 Query 137: 0.1057
 Query 138: 0.9405
 Query 139: 0.3416                                                                                   −1.0
 Query 140: 0.2864                                                                                          91   100       110              120        130   140

                                                                                                                                 Topic number
University of Salamanca, Monolingual Spanish, Auto, T                                                                      Run usalNAT
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.3882                   Total number of documents
 Query 92: 0.4314                   over all queries
 Query 93: 0.5185                       Retrieved:    50000                                          0.8
 Query 94: 0.8591                       Relevant:      2854
 Query 95: 0.0412                       Rel_ret:       2248
 Query 96: 0.1627
 Query 97: 0.6117                   Interpolated Recall -
                                                                                                     0.6
 Query 98: 0.5954                   Precision Averages:
 Query 99: 0.1141                       at 0.00       0.6121
 Query 100: 0.3369                      at 0.10       0.4652




                                                                    Precision
 Query 101: 0.0924                      at 0.20       0.4245
 Query 102: 0.6587                      at 0.30       0.3615                                         0.4
 Query 103: 0.1487                      at 0.40       0.3351
 Query 104: 0.0046                      at 0.50       0.2976
 Query 105: 0.7869                      at 0.60       0.2747
 Query 106: 0.0599                      at 0.70       0.2473                                         0.2
 Query 107: 0.0487                      at 0.80       0.1802
 Query 108: 0.5388                      at 0.90       0.1278
 Query 109: 0.1589                      at 1.00       0.0612
 Query 110: 0.0482
                                                                                                     0.0
 Query 111: 0.0078                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.4889                  for all rel. documents
 Query 113: 0.6043                                    0.2879                                                                       Recall
 Query 114: 0.1382                  Precision:
 Query 115: 0.1520                    At    5 docs:   0.4120                                                               Run usalNAT
 Query 116: 0.6788                    At   10 docs:   0.3540                                                           Comparison to median by topic
 Query 117: 0.0630                    At   15 docs:   0.3307
                                                                                                     +1.0
 Query 118: 0.2248                    At   20 docs:   0.3120
 Query 119: 0.1067                    At   30 docs:   0.2913
 Query 120: 0.0728                    At 100 docs:    0.1884
 Query 121: 0.6227                    At 200 docs:    0.1386
 Query 122: 0.0053                    At 500 docs:    0.0767
 Query 123: 0.3574                    At 1000 docs:   0.0450                                         +0.5
 Query 124: 0.0846
 Query 125: 0.2390                  R-Precision (prec. after R
 Query 126: 0.0083                  (=num_rel) docs. retrieved):
 Query 127: 0.6211                      Exact:        0.2952
 Query 128: 0.0766                                                                                    0.0
 Query 129: 0.0369
 Query 130: 0.5895
 Query 131: 0.4174
 Query 132: 0.7312
 Query 133: 0.0004
                                                                    Difference (average precision)




 Query 134: 0.0628                                                                                   −0.5
 Query 135: 0.1358
 Query 136: 0.7371
 Query 137: 0.0656
 Query 138: 0.0308
 Query 139: 0.3314                                                                                   −1.0
 Query 140: 0.0969                                                                                          91   100       110              120        130   140

                                                                                                                                 Topic number
University of Salamanca, Monolingual Spanish, Auto, TDN                                                                 Run usalNNTDN
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.5376                   Total number of documents
 Query 92: 0.4742                   over all queries
 Query 93: 0.2926                       Retrieved:    50000                                          0.8
 Query 94: 0.8438                       Relevant:      2854
 Query 95: 0.2396                       Rel_ret:       2525
 Query 96: 0.2014
 Query 97: 0.6685                   Interpolated Recall -
                                                                                                     0.6
 Query 98: 0.4505                   Precision Averages:
 Query 99: 0.0797                       at 0.00       0.7345
 Query 100: 0.3723                      at 0.10       0.6462




                                                                    Precision
 Query 101: 0.2291                      at 0.20       0.5753
 Query 102: 0.6742                      at 0.30       0.5052                                         0.4
 Query 103: 0.5899                      at 0.40       0.4760
 Query 104: 0.0156                      at 0.50       0.4152
 Query 105: 0.6038                      at 0.60       0.3565
 Query 106: 0.1553                      at 0.70       0.3083                                         0.2
 Query 107: 0.0399                      at 0.80       0.2282
 Query 108: 0.4566                      at 0.90       0.1688
 Query 109: 0.2172                      at 1.00       0.0758
 Query 110: 0.5696
                                                                                                     0.0
 Query 111: 0.0036                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.4608                  for all rel. documents
 Query 113: 0.6362                                    0.3908                                                                       Recall
 Query 114: 0.6493                  Precision:
 Query 115: 0.2611                    At    5 docs:   0.5200                                                             Run usalNNTDN
 Query 116: 0.6945                    At   10 docs:   0.4840                                                           Comparison to median by topic
 Query 117: 0.1322                    At   15 docs:   0.4613
                                                                                                     +1.0
 Query 118: 0.2278                    At   20 docs:   0.4320
 Query 119: 0.6592                    At   30 docs:   0.3840
 Query 120: 0.1025                    At 100 docs:    0.2402
 Query 121: 0.6453                    At 200 docs:    0.1658
 Query 122: 0.0073                    At 500 docs:    0.0889
 Query 123: 0.8458                    At 1000 docs:   0.0505                                         +0.5
 Query 124: 0.2957
 Query 125: 0.1862                  R-Precision (prec. after R
 Query 126: 0.4347                  (=num_rel) docs. retrieved):
 Query 127: 0.6962                      Exact:        0.3844
 Query 128: 0.0963                                                                                    0.0
 Query 129: 0.1136
 Query 130: 0.6193
 Query 131: 0.5646
 Query 132: 0.7528
 Query 133: 0.0078
                                                                    Difference (average precision)




 Query 134: 0.4413                                                                                   −0.5
 Query 135: 0.1303
 Query 136: 0.7545
 Query 137: 0.0882
 Query 138: 0.7913
 Query 139: 0.2926                                                                                   −1.0
 Query 140: 0.2389                                                                                          91   100       110              120        130   140

                                                                                                                                 Topic number
University of Salamanca, Monolingual Spanish, Auto, T                                                                      Run usalNST
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.4106                   Total number of documents
 Query 92: 0.4958                   over all queries
 Query 93: 0.4921                       Retrieved:    50000                                          0.8
 Query 94: 0.8699                       Relevant:      2854
 Query 95: 0.0599                       Rel_ret:       2326
 Query 96: 0.2062
 Query 97: 0.7025                   Interpolated Recall -
                                                                                                     0.6
 Query 98: 0.8097                   Precision Averages:
 Query 99: 0.1356                       at 0.00       0.6623
 Query 100: 0.3439                      at 0.10       0.5206




                                                                    Precision
 Query 101: 0.1804                      at 0.20       0.4438
 Query 102: 0.6897                      at 0.30       0.3792                                         0.4
 Query 103: 0.2373                      at 0.40       0.3496
 Query 104: 0.0068                      at 0.50       0.3283
 Query 105: 0.7930                      at 0.60       0.3009
 Query 106: 0.0648                      at 0.70       0.2731                                         0.2
 Query 107: 0.0474                      at 0.80       0.2087
 Query 108: 0.6111                      at 0.90       0.1454
 Query 109: 0.2091                      at 1.00       0.0700
 Query 110: 0.0533
                                                                                                     0.0
 Query 111: 0.0078                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.4668                  for all rel. documents
 Query 113: 0.6382                                    0.3143                                                                       Recall
 Query 114: 0.2001                  Precision:
 Query 115: 0.1678                    At    5 docs:   0.4400                                                                Run usalNST
 Query 116: 0.6235                    At   10 docs:   0.3940                                                           Comparison to median by topic
 Query 117: 0.1098                    At   15 docs:   0.3653
                                                                                                     +1.0
 Query 118: 0.2212                    At   20 docs:   0.3460
 Query 119: 0.1491                    At   30 docs:   0.3100
 Query 120: 0.0671                    At 100 docs:    0.2044
 Query 121: 0.6358                    At 200 docs:    0.1494
 Query 122: 0.0084                    At 500 docs:    0.0801
 Query 123: 0.4085                    At 1000 docs:   0.0465                                         +0.5
 Query 124: 0.0617
 Query 125: 0.3211                  R-Precision (prec. after R
 Query 126: 0.0060                  (=num_rel) docs. retrieved):
 Query 127: 0.6266                      Exact:        0.3185
 Query 128: 0.0904                                                                                    0.0
 Query 129: 0.0368
 Query 130: 0.6110
 Query 131: 0.4036
 Query 132: 0.7688
 Query 133: 0.0007
                                                                    Difference (average precision)




 Query 134: 0.0969                                                                                   −0.5
 Query 135: 0.2223
 Query 136: 0.7374
 Query 137: 0.0806
 Query 138: 0.0455
 Query 139: 0.3707                                                                                   −1.0
 Query 140: 0.1127                                                                                          91   100       110              120        130   140

                                                                                                                                 Topic number
JHU/APL, Monolingual Finnish, Auto, TD                                                                                      Run aplmofi
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 30 queries):                                                 1.0

 Query 92: 0.4036                   Total number of documents
 Query 94: 0.3912                   over all queries
 Query 95: 0.1597                       Retrieved:    30000                                          0.8
 Query 98: 0.7800                       Relevant:       502
 Query 100: 0.7317                      Rel_ret:        483
 Query 102: 0.9450
 Query 103: 0.1630                  Interpolated Recall -
 Query 105: 0.3820                  Precision Averages:                                              0.6
 Query 106: 0.0235                      at 0.00       0.5427
 Query 107: 0.0119                      at 0.10       0.5012
 Query 109: 0.1372                      at 0.20       0.4375




                                                                    Precision
 Query 111: 0.0459                      at 0.30       0.4023                                         0.4
 Query 114: 0.0769                      at 0.40       0.3740
 Query 115: 0.0473                      at 0.50       0.3532
 Query 116: 0.0652                      at 0.60       0.3159
 Query 118: 0.6636                      at 0.70       0.2691                                         0.2
 Query 119: 0.3126                      at 0.80       0.2383
 Query 122: 0.0702                      at 0.90       0.2145
 Query 123: 0.3409                      at 1.00       0.1727
 Query 124: 0.4156
                                                                                                     0.0
 Query 125: 0.2265                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 126: 0.0094                  for all rel. documents
 Query 128: 0.0586                                    0.3280                                                                       Recall
 Query 130: 0.6117                  Precision:
 Query 131: 0.4088                    At    5 docs:   0.3333                                                                Run aplmofi
 Query 132: 1.0000                    At   10 docs:   0.2933
 Query 137: 0.0074                    At   15 docs:   0.2644                                                           Comparison to median by topic
 Query 138: 0.1055                    At   20 docs:   0.2450                                         +1.0
 Query 139: 0.7655                    At   30 docs:   0.2311
 Query 140: 0.4792                    At 100 docs:    0.1160
                                      At 200 docs:    0.0717
                                      At 500 docs:    0.0311
                                      At 1000 docs:   0.0161                                         +0.5

                                    R-Precision (prec. after R
                                    (=num_rel) docs. retrieved):
                                        Exact:        0.3118
                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            91   100       110              120        130   140

                                                                                                                                 Topic number
Univ. Tampere, Dept. IS, Monolingual Finnish, Auto, TD                                                                      Run finmo1
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 30 queries):                                                 1.0

 Query 92: 0.3710                   Total number of documents
 Query 94: 0.3518                   over all queries
 Query 95: 0.0367                       Retrieved:    30000                                          0.8
 Query 98: 0.4190                       Relevant:       502
 Query 100: 0.0003                      Rel_ret:        453
 Query 102: 0.8121
 Query 103: 0.2522                  Interpolated Recall -
                                                                                                     0.6
 Query 105: 0.4834                  Precision Averages:
 Query 106: 0.0121                      at 0.00       0.5811
 Query 107: 0.0205                      at 0.10       0.4772




                                                                    Precision
 Query 109: 0.0642                      at 0.20       0.4330
 Query 111: 0.0276                      at 0.30       0.3258                                         0.4
 Query 114: 0.1250                      at 0.40       0.2978
 Query 115: 0.0738                      at 0.50       0.2667
 Query 116: 0.0500                      at 0.60       0.2271
 Query 118: 0.2462                      at 0.70       0.1975                                         0.2
 Query 119: 0.2534                      at 0.80       0.1614
 Query 122: 0.1500                      at 0.90       0.1269
 Query 123: 0.7500                      at 1.00       0.1123
 Query 124: 0.2025
                                                                                                     0.0
 Query 125: 0.2890                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 126: 0.0164                  for all rel. documents
 Query 128: 0.4822                                    0.2700                                                                       Recall
 Query 130: 0.2539                  Precision:
 Query 131: 0.3301                    At    5 docs:   0.2800                                                                 Run finmo1
 Query 132: 1.0000                    At   10 docs:   0.2500                                                           Comparison to median by topic
 Query 137: 0.0008                    At   15 docs:   0.2378
                                                                                                     +1.0
 Query 138: 0.4112                    At   20 docs:   0.2083
 Query 139: 0.4652                    At   30 docs:   0.1844
 Query 140: 0.1500                    At 100 docs:    0.0940
                                      At 200 docs:    0.0552
                                      At 500 docs:    0.0269
                                      At 1000 docs:   0.0151                                         +0.5

                                    R-Precision (prec. after R
                                    (=num_rel) docs. retrieved):
                                        Exact:        0.2556
                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            91   100       110              120        130   140

                                                                                                                                 Topic number
Univ. Tampere, Dept. IS, Monolingual Finnish, Auto, TD                                                                      Run finmo2
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 30 queries):                                                 1.0

 Query 92: 0.3710                   Total number of documents
 Query 94: 0.3518                   over all queries
 Query 95: 0.0367                       Retrieved:    30000                                          0.8
 Query 98: 0.4510                       Relevant:       502
 Query 100: 0.0003                      Rel_ret:        433
 Query 102: 0.0566
 Query 103: 0.1227                  Interpolated Recall -
                                                                                                     0.6
 Query 105: 0.4834                  Precision Averages:
 Query 106: 0.0161                      at 0.00       0.5749
 Query 107: 0.0205                      at 0.10       0.4452




                                                                    Precision
 Query 109: 0.0642                      at 0.20       0.3976
 Query 111: 0.0276                      at 0.30       0.2837                                         0.4
 Query 114: 0.1250                      at 0.40       0.2552
 Query 115: 0.0738                      at 0.50       0.2321
 Query 116: 0.0500                      at 0.60       0.1925
 Query 118: 0.2462                      at 0.70       0.1646                                         0.2
 Query 119: 0.2534                      at 0.80       0.1359
 Query 122: 0.1500                      at 0.90       0.1063
 Query 123: 0.7500                      at 1.00       0.0945
 Query 124: 0.2025
                                                                                                     0.0
 Query 125: 0.2890                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 126: 0.0164                  for all rel. documents
 Query 128: 0.4822                                    0.2400                                                                       Recall
 Query 130: 0.2034                  Precision:
 Query 131: 0.3301                    At    5 docs:   0.2467                                                                 Run finmo2
 Query 132: 1.0000                    At   10 docs:   0.2167                                                           Comparison to median by topic
 Query 137: 0.0008                    At   15 docs:   0.2022
                                                                                                     +1.0
 Query 138: 0.4112                    At   20 docs:   0.1783
 Query 139: 0.4652                    At   30 docs:   0.1600
 Query 140: 0.1500                    At 100 docs:    0.0847
                                      At 200 docs:    0.0505
                                      At 500 docs:    0.0256
                                      At 1000 docs:   0.0144                                         +0.5

                                    R-Precision (prec. after R
                                    (=num_rel) docs. retrieved):
                                        Exact:        0.2199
                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            91   100       110              120        130   140

                                                                                                                                 Topic number
Hummingbird, Monolingual Finnish, Auto, TD                                                                                 Run humFI02
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 30 queries):                                                 1.0

 Query 92: 0.2947                   Total number of documents
 Query 94: 0.3310                   over all queries
 Query 95: 0.0834                       Retrieved:    30000                                          0.8
 Query 98: 0.8302                       Relevant:       502
 Query 100: 0.5000                      Rel_ret:        477
 Query 102: 0.9280
 Query 103: 0.2607                  Interpolated Recall -
                                                                                                     0.6
 Query 105: 0.5082                  Precision Averages:
 Query 106: 0.1617                      at 0.00       0.7034
 Query 107: 0.0327                      at 0.10       0.6532




                                                                    Precision
 Query 109: 0.3529                      at 0.20       0.5703
 Query 111: 0.3363                      at 0.30       0.5060                                         0.4
 Query 114: 0.2500                      at 0.40       0.4724
 Query 115: 0.7530                      at 0.50       0.4337
 Query 116: 0.1130                      at 0.60       0.3436
 Query 118: 0.3698                      at 0.70       0.2867                                         0.2
 Query 119: 0.5759                      at 0.80       0.2624
 Query 122: 0.5141                      at 0.90       0.2206
 Query 123: 0.5625                      at 1.00       0.1880
 Query 124: 0.3325
                                                                                                     0.0
 Query 125: 0.2996                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 126: 0.3279                  for all rel. documents
 Query 128: 0.3833                                    0.3956                                                                       Recall
 Query 130: 0.3327                  Precision:
 Query 131: 0.0260                    At    5 docs:   0.4267                                                               Run humFI02
 Query 132: 1.0000                    At   10 docs:   0.3600                                                           Comparison to median by topic
 Query 137: 0.0029                    At   15 docs:   0.3067
                                                                                                     +1.0
 Query 138: 0.1659                    At   20 docs:   0.2800
 Query 139: 0.8866                    At   30 docs:   0.2389
 Query 140: 0.3521                    At 100 docs:    0.1210
                                      At 200 docs:    0.0712
                                      At 500 docs:    0.0311
                                      At 1000 docs:   0.0159                                         +0.5

                                    R-Precision (prec. after R
                                    (=num_rel) docs. retrieved):
                                        Exact:        0.3621
                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            91   100       110              120        130   140

                                                                                                                                 Topic number
Hummingbird, Monolingual Finnish, Auto, TDN                                                                               Run humFI02n
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 30 queries):                                                 1.0

 Query 92: 0.2848                   Total number of documents
 Query 94: 0.3624                   over all queries
 Query 95: 0.1553                       Retrieved:    30000                                          0.8
 Query 98: 0.8394                       Relevant:       502
 Query 100: 0.4583                      Rel_ret:        473
 Query 102: 0.9271
 Query 103: 0.2514                  Interpolated Recall -
                                                                                                     0.6
 Query 105: 0.6110                  Precision Averages:
 Query 106: 0.0607                      at 0.00       0.6993
 Query 107: 0.0453                      at 0.10       0.6309




                                                                    Precision
 Query 109: 0.3435                      at 0.20       0.5575
 Query 111: 0.5235                      at 0.30       0.5178                                         0.4
 Query 114: 0.3333                      at 0.40       0.4628
 Query 115: 0.5963                      at 0.50       0.4222
 Query 116: 0.3570                      at 0.60       0.3203
 Query 118: 0.3153                      at 0.70       0.2889                                         0.2
 Query 119: 0.5558                      at 0.80       0.2490
 Query 122: 0.1134                      at 0.90       0.2236
 Query 123: 0.6429                      at 1.00       0.1725
 Query 124: 0.3981
                                                                                                     0.0
 Query 125: 0.2457                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 126: 0.6424                  for all rel. documents
 Query 128: 0.1257                                    0.3873                                                                       Recall
 Query 130: 0.3767                  Precision:
 Query 131: 0.0200                    At    5 docs:   0.4267                                                              Run humFI02n
 Query 132: 0.8056                    At   10 docs:   0.3567                                                           Comparison to median by topic
 Query 137: 0.0020                    At   15 docs:   0.3356
                                                                                                     +1.0
 Query 138: 0.2132                    At   20 docs:   0.3067
 Query 139: 0.5540                    At   30 docs:   0.2533
 Query 140: 0.4588                    At 100 docs:    0.1260
                                      At 200 docs:    0.0717
                                      At 500 docs:    0.0304
                                      At 1000 docs:   0.0158                                         +0.5

                                    R-Precision (prec. after R
                                    (=num_rel) docs. retrieved):
                                        Exact:        0.3528
                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            91   100       110              120        130   140

                                                                                                                                 Topic number
City University, Monolingual Finnish, Auto, T                                                                               Run plfn02t
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 30 queries):                                                 1.0

 Query 92: 0.1894                   Total number of documents
 Query 94: 0.1026                   over all queries
 Query 95: 0.0425                       Retrieved:    18699
                                                                                                     0.8
 Query 98: 0.0289                       Relevant:       502
 Query 100: 0.3787                      Rel_ret:        240
 Query 102: 0.4453
 Query 103: 0.0004                  Interpolated Recall -
 Query 105: 0.1036                  Precision Averages:                                              0.6
 Query 106: 0.0000                      at 0.00       0.4066
 Query 107: 0.0000                      at 0.10       0.2892
 Query 109: 0.0001                      at 0.20       0.2296




                                                                    Precision
 Query 111: 0.0000                      at 0.30       0.1595                                         0.4
 Query 114: 0.0204                      at 0.40       0.1051
 Query 115: 0.0000                      at 0.50       0.0831
 Query 116: 0.0093                      at 0.60       0.0616
 Query 118: 0.1942                      at 0.70       0.0566                                         0.2
 Query 119: 0.2496                      at 0.80       0.0452
 Query 122: 0.0072                      at 0.90       0.0425
 Query 123: 0.2534                      at 1.00       0.0407
 Query 124: 0.1432
                                                                                                     0.0
 Query 125: 0.1546                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 126: 0.0045                  for all rel. documents
 Query 128: 0.0007                                    0.1229                                                                       Recall
 Query 130: 0.1095                  Precision:
 Query 131: 0.0192                    At    5 docs:   0.2000                                                                 Run plfn02t
 Query 132: 1.0000                    At   10 docs:   0.1433
 Query 137: 0.0000                    At   15 docs:   0.1222                                                           Comparison to median by topic
 Query 138: 0.0159                    At   20 docs:   0.1000                                         +1.0
 Query 139: 0.1136                    At   30 docs:   0.0800
 Query 140: 0.0994                    At 100 docs:    0.0393
                                      At 200 docs:    0.0288
                                      At 500 docs:    0.0144
                                      At 1000 docs:   0.0080                                         +0.5

                                    R-Precision (prec. after R
                                    (=num_rel) docs. retrieved):
                                        Exact:        0.1504
                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            91   100       110              120        130   140

                                                                                                                                 Topic number
City University, Monolingual Finnish, Auto, TD                                                                             Run plfn02td
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 30 queries):                                                 1.0

 Query 92: 0.4081                   Total number of documents
 Query 94: 0.0517                   over all queries
 Query 95: 0.0173                       Retrieved:    29891
                                                                                                     0.8
 Query 98: 0.3578                       Relevant:       502
 Query 100: 0.2737                      Rel_ret:        308
 Query 102: 0.8167
 Query 103: 0.2115                  Interpolated Recall -
 Query 105: 0.1189                  Precision Averages:                                              0.6
 Query 106: 0.0014                      at 0.00       0.4673
 Query 107: 0.0006                      at 0.10       0.3732
 Query 109: 0.0038                      at 0.20       0.2926




                                                                    Precision
 Query 111: 0.0002                      at 0.30       0.2229                                         0.4
 Query 114: 0.1111                      at 0.40       0.1737
 Query 115: 0.0000                      at 0.50       0.1571
 Query 116: 0.0535                      at 0.60       0.1049
 Query 118: 0.2433                      at 0.70       0.0899                                         0.2
 Query 119: 0.1142                      at 0.80       0.0765
 Query 122: 0.0372                      at 0.90       0.0541
 Query 123: 0.6429                      at 1.00       0.0451
 Query 124: 0.2415
                                                                                                     0.0
 Query 125: 0.0869                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 126: 0.0011                  for all rel. documents
 Query 128: 0.0095                                    0.1709                                                                       Recall
 Query 130: 0.2309                  Precision:
 Query 131: 0.1171                    At    5 docs:   0.2400                                                                Run plfn02td
 Query 132: 0.4306                    At   10 docs:   0.1900
 Query 137: 0.0000                    At   15 docs:   0.1667                                                           Comparison to median by topic
 Query 138: 0.0198                    At   20 docs:   0.1567                                         +1.0
 Query 139: 0.4486                    At   30 docs:   0.1356
 Query 140: 0.0764                    At 100 docs:    0.0657
                                      At 200 docs:    0.0385
                                      At 500 docs:    0.0185
                                      At 1000 docs:   0.0103                                         +0.5

                                    R-Precision (prec. after R
                                    (=num_rel) docs. retrieved):
                                        Exact:        0.1755
                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            91   100       110              120        130   140

                                                                                                                                 Topic number
Univ. of Twente, Monolingual Finnish, Auto, TD                                                                              Run tnofifi1
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 30 queries):                                                 1.0

 Query 92: 0.3144                   Total number of documents
 Query 94: 0.5969                   over all queries
 Query 95: 0.1314                       Retrieved:    30000                                          0.8
 Query 98: 0.8371                       Relevant:       502
 Query 100: 0.2215                      Rel_ret:        478
 Query 102: 0.9158
 Query 103: 0.2834                  Interpolated Recall -
                                                                                                     0.6
 Query 105: 0.3352                  Precision Averages:
 Query 106: 0.0559                      at 0.00       0.7752
 Query 107: 0.0097                      at 0.10       0.6874




                                                                    Precision
 Query 109: 0.3146                      at 0.20       0.5671
 Query 111: 0.3464                      at 0.30       0.4981                                         0.4
 Query 114: 0.2500                      at 0.40       0.4221
 Query 115: 0.5534                      at 0.50       0.4045
 Query 116: 0.0878                      at 0.60       0.3387
 Query 118: 0.3918                      at 0.70       0.3080                                         0.2
 Query 119: 0.7415                      at 0.80       0.2712
 Query 122: 0.2687                      at 0.90       0.2275
 Query 123: 0.6250                      at 1.00       0.2039
 Query 124: 0.3878
                                                                                                     0.0
 Query 125: 0.2985                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 126: 0.1022                  for all rel. documents
 Query 128: 0.2361                                    0.4056                                                                       Recall
 Query 130: 0.3633                  Precision:
 Query 131: 0.7092                    At    5 docs:   0.4467                                                                Run tnofifi1
 Query 132: 1.0000                    At   10 docs:   0.3700                                                           Comparison to median by topic
 Query 137: 0.1667                    At   15 docs:   0.3178
                                                                                                     +1.0
 Query 138: 0.4635                    At   20 docs:   0.2850
 Query 139: 0.7480                    At   30 docs:   0.2456
 Query 140: 0.4118                    At 100 docs:    0.1253
                                      At 200 docs:    0.0732
                                      At 500 docs:    0.0313
                                      At 1000 docs:   0.0159                                         +0.5

                                    R-Precision (prec. after R
                                    (=num_rel) docs. retrieved):
                                        Exact:        0.3420
                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            91   100       110              120        130   140

                                                                                                                                 Topic number
University of Amsterdam, Monolingual Finnish, Auto, TD                                                                 Run UAmsC02FiFiNGram
 Average precision                  Overall statistics                                                                     Recall−Precision Values
 (individual queries):              (for 30 queries):                                                 1.0

 Query 92: 0.2655                   Total number of documents
 Query 94: 0.4747                   over all queries
 Query 95: 0.2018                       Retrieved:    30000                                          0.8
 Query 98: 0.6688                       Relevant:       502
 Query 100: 0.2300                      Rel_ret:        437
 Query 102: 0.5363
 Query 103: 0.2118                  Interpolated Recall -
                                                                                                     0.6
 Query 105: 0.2112                  Precision Averages:
 Query 106: 0.0753                      at 0.00       0.5933
 Query 107: 0.0097                      at 0.10       0.5569




                                                                    Precision
 Query 109: 0.3481                      at 0.20       0.4836
 Query 111: 0.2495                      at 0.30       0.4088                                         0.4
 Query 114: 0.1000                      at 0.40       0.3712
 Query 115: 0.1116                      at 0.50       0.3544
 Query 116: 0.1333                      at 0.60       0.2892
 Query 118: 0.5201                      at 0.70       0.2057                                         0.2
 Query 119: 0.4535                      at 0.80       0.1508
 Query 122: 0.2474                      at 0.90       0.0779
 Query 123: 0.5000                      at 1.00       0.0479
 Query 124: 0.3382
                                                                                                     0.0
 Query 125: 0.1405                  Avg. prec. (non-interpolated)                                      0.0       0.2         0.4              0.6        0.8   1.0
 Query 126: 0.0241                  for all rel. documents
 Query 128: 0.0777                                    0.3034                                                                         Recall
 Query 130: 0.1526                  Precision:
 Query 131: 0.6664                    At    5 docs:   0.3667                                                           Run UAmsC02FiFiNGram
 Query 132: 0.6667                    At   10 docs:   0.3033                                                             Comparison to median by topic
 Query 137: 0.0000                    At   15 docs:   0.2756
                                                                                                     +1.0
 Query 138: 0.1533                    At   20 docs:   0.2567
 Query 139: 0.8542                    At   30 docs:   0.2300
 Query 140: 0.4816                    At 100 docs:    0.1123
                                      At 200 docs:    0.0642
                                      At 500 docs:    0.0280
                                      At 1000 docs:   0.0146                                         +0.5

                                    R-Precision (prec. after R
                                    (=num_rel) docs. retrieved):
                                        Exact:        0.3046
                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            91   100         110              120        130   140

                                                                                                                                   Topic number
Université de Neuchâtel, Monolingual Finnish, Auto, TD                                                                    Run UniNEfi1
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 30 queries):                                                 1.0

 Query 92: 0.3268                   Total number of documents
 Query 94: 0.4857                   over all queries
 Query 95: 0.1610                       Retrieved:    30000                                          0.8
 Query 98: 0.8523                       Relevant:       502
 Query 100: 0.1311                      Rel_ret:        480
 Query 102: 0.9413
 Query 103: 0.1710                  Interpolated Recall -
                                                                                                     0.6
 Query 105: 0.2633                  Precision Averages:
 Query 106: 0.0726                      at 0.00       0.6864
 Query 107: 0.0056                      at 0.10       0.6301




                                                                    Precision
 Query 109: 0.3857                      at 0.20       0.5564
 Query 111: 0.3877                      at 0.30       0.5068                                         0.4
 Query 114: 0.2500                      at 0.40       0.4608
 Query 115: 0.6073                      at 0.50       0.4445
 Query 116: 0.0984                      at 0.60       0.3796
 Query 118: 0.7153                      at 0.70       0.3260                                         0.2
 Query 119: 0.8803                      at 0.80       0.2846
 Query 122: 0.3601                      at 0.90       0.2464
 Query 123: 0.5667                      at 1.00       0.2022
 Query 124: 0.3477                                                                                   0.0
 Query 125: 0.2635                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 126: 0.0639                  for all rel. documents
 Query 128: 0.2110                                    0.4090                                                                       Recall
 Query 130: 0.4236                  Precision:
 Query 131: 0.7633                    At    5 docs:   0.4400                                                               Run UniNEfi1
 Query 132: 1.0000                    At   10 docs:   0.3767                                                           Comparison to median by topic
 Query 137: 0.1263                    At   15 docs:   0.3267
                                                                                                     +1.0
 Query 138: 0.0419                    At   20 docs:   0.2867
 Query 139: 0.8785                    At   30 docs:   0.2533
 Query 140: 0.4871                    At 100 docs:    0.1280
                                      At 200 docs:    0.0733
                                      At 500 docs:    0.0306
                                      At 1000 docs:   0.0160                                         +0.5

                                    R-Precision (prec. after R
                                    (=num_rel) docs. retrieved):
                                        Exact:        0.3735
                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            91   100       110              120        130   140

                                                                                                                                 Topic number
Université de Neuchâtel, Monolingual Finnish, Auto, TD                                                                    Run UniNEfi2
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 30 queries):                                                 1.0

 Query 92: 0.3971                   Total number of documents
 Query 94: 0.5900                   over all queries
 Query 95: 0.1431                       Retrieved:    30000                                          0.8
 Query 98: 0.8326                       Relevant:       502
 Query 100: 0.5993                      Rel_ret:        471
 Query 102: 0.9522
 Query 103: 0.1629                  Interpolated Recall -
                                                                                                     0.6
 Query 105: 0.5317                  Precision Averages:
 Query 106: 0.0522                      at 0.00       0.6704
 Query 107: 0.0057                      at 0.10       0.6007




                                                                    Precision
 Query 109: 0.2572                      at 0.20       0.5471
 Query 111: 0.2778                      at 0.30       0.4819                                         0.4
 Query 114: 0.1667                      at 0.40       0.4482
 Query 115: 0.4027                      at 0.50       0.4292
 Query 116: 0.1140                      at 0.60       0.3889
 Query 118: 0.5531                      at 0.70       0.3327                                         0.2
 Query 119: 0.7621                      at 0.80       0.2609
 Query 122: 0.3112                      at 0.90       0.2263
 Query 123: 0.2976                      at 1.00       0.1815
 Query 124: 0.4303                                                                                   0.0
 Query 125: 0.3141                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 126: 0.0621                  for all rel. documents
 Query 128: 0.1533                                    0.3933                                                                       Recall
 Query 130: 0.4978                  Precision:
 Query 131: 0.6383                    At    5 docs:   0.4600                                                               Run UniNEfi2
 Query 132: 0.9167                    At   10 docs:   0.3767                                                           Comparison to median by topic
 Query 137: 0.0625                    At   15 docs:   0.3267
                                                                                                     +1.0
 Query 138: 0.0404                    At   20 docs:   0.2967
 Query 139: 0.8580                    At   30 docs:   0.2667
 Query 140: 0.4156                    At 100 docs:    0.1293
                                      At 200 docs:    0.0740
                                      At 500 docs:    0.0311
                                      At 1000 docs:   0.0157                                         +0.5

                                    R-Precision (prec. after R
                                    (=num_rel) docs. retrieved):
                                        Exact:        0.3875
                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                            91   100       110              120        130   140

                                                                                                                                 Topic number
JHU/APL, Monolingual French, Auto, TD                                                                                      Run aplmofr
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.0234                   Total number of documents
 Query 92: 0.5255                   over all queries
 Query 93: 0.9667                       Retrieved:    50000                                          0.8
 Query 94: 0.7242                       Relevant:      1383
 Query 95: 0.4640                       Rel_ret:       1364
 Query 96: 0.4970
 Query 97: 0.5318                   Interpolated Recall -
 Query 98: 0.8412                   Precision Averages:                                              0.6
 Query 99: 0.1882                       at 0.00       0.7175
 Query 100: 0.2443                      at 0.10       0.6286
 Query 101: 0.2531                      at 0.20       0.5951




                                                                    Precision
 Query 102: 0.7967                      at 0.30       0.5564                                         0.4
 Query 103: 0.2934                      at 0.40       0.5259
 Query 104: 0.1369                      at 0.50       0.4921
 Query 105: 0.7000                      at 0.60       0.4280
 Query 106: 0.4295                      at 0.70       0.3970                                         0.2
 Query 107: 0.0568                      at 0.80       0.3525
 Query 108: 0.3912                      at 0.90       0.2740
 Query 109: 0.0913                      at 1.00       0.1897
 Query 110: 0.6764
                                                                                                     0.0
 Query 111: 0.0191                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.6371                  for all rel. documents
 Query 113: 0.0310                                    0.4509                                                                       Recall
 Query 114: 0.6585                  Precision:
 Query 115: 0.2234                    At    5 docs:   0.4800                                                                Run aplmofr
 Query 116: 0.5199                    At   10 docs:   0.4440
 Query 117: 0.1542                    At   15 docs:   0.4000                                                           Comparison to median by topic
 Query 118: 0.0599                    At   20 docs:   0.3740                                         +1.0
 Query 119: 0.9315                    At   30 docs:   0.3260
 Query 120: 0.0091                    At 100 docs:    0.1850
 Query 121: 0.0769                    At 200 docs:    0.1117
 Query 122: 0.3958                    At 500 docs:    0.0514
 Query 123: 0.3667                    At 1000 docs:   0.0273                                         +0.5
 Query 124: 0.4402
 Query 125: 0.5276                  R-Precision (prec. after R
 Query 126: 0.7137                  (=num_rel) docs. retrieved):
 Query 127: 0.9281                      Exact:        0.4070
 Query 128: 0.3922                                                                                    0.0
 Query 129: 0.4325
 Query 130: 0.6468
 Query 131: 0.5972
 Query 132: 0.3200
 Query 133: 0.0576
                                                                    Difference (average precision)




 Query 134: 0.8095                                                                                   −0.5
 Query 135: 0.7857
 Query 136: 1.0000
 Query 137: 0.1169
 Query 138: 0.4628
 Query 139: 0.6730                                                                                   −1.0
 Query 140: 0.7281                                                                                          91   100       110              120        130   140

                                                                                                                                 Topic number
Univ. of Ca. at Berkeley 1, Monolingual French, Auto, TDN                                                                Run BKMLFF1
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.1618                   Total number of documents
 Query 92: 0.4657                   over all queries
 Query 93: 0.8393                       Retrieved:    50000                                          0.8
 Query 94: 0.5813                       Relevant:      1383
 Query 95: 0.4307                       Rel_ret:       1337
 Query 96: 0.4934
 Query 97: 0.6535                   Interpolated Recall -
                                                                                                     0.6
 Query 98: 0.9798                   Precision Averages:
 Query 99: 0.5159                       at 0.00       0.8125
 Query 100: 0.3607                      at 0.10       0.7747




                                                                    Precision
 Query 101: 0.3506                      at 0.20       0.6718
 Query 102: 0.4733                      at 0.30       0.5718                                         0.4
 Query 103: 0.4293                      at 0.40       0.5461
 Query 104: 0.3215                      at 0.50       0.5017
 Query 105: 0.8333                      at 0.60       0.4647
 Query 106: 0.3656                      at 0.70       0.3938                                         0.2
 Query 107: 0.0024                      at 0.80       0.3440
 Query 108: 0.3387                      at 0.90       0.2720
 Query 109: 0.0449                      at 1.00       0.1945
 Query 110: 0.6216                                                                                   0.0
 Query 111: 0.1457                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.5913                  for all rel. documents
 Query 113: 0.3840                                    0.4884                                                                       Recall
 Query 114: 0.5204                  Precision:
 Query 115: 0.4851                    At    5 docs:   0.5200                                                              Run BKMLFF1
 Query 116: 0.5628                    At   10 docs:   0.4640                                                           Comparison to median by topic
 Query 117: 0.7460                    At   15 docs:   0.4333
                                                                                                     +1.0
 Query 118: 0.1424                    At   20 docs:   0.3890
 Query 119: 0.9136                    At   30 docs:   0.3453
 Query 120: 0.0157                    At 100 docs:    0.1926
 Query 121: 0.0769                    At 200 docs:    0.1132
 Query 122: 0.4052                    At 500 docs:    0.0512
 Query 123: 0.5833                    At 1000 docs:   0.0267                                         +0.5
 Query 124: 0.5523
 Query 125: 0.5145                  R-Precision (prec. after R
 Query 126: 0.6931                  (=num_rel) docs. retrieved):
 Query 127: 0.7727                      Exact:        0.4445
 Query 128: 0.2611                                                                                    0.0
 Query 129: 0.3782
 Query 130: 0.6859
 Query 131: 0.5466
 Query 132: 0.3716
 Query 133: 0.3872
                                                                    Difference (average precision)




 Query 134: 0.7917                                                                                   −0.5
 Query 135: 0.8095
 Query 136: 1.0000
 Query 137: 0.0080
 Query 138: 0.6813
 Query 139: 0.3364                                                                                   −1.0
 Query 140: 0.7920                                                                                          91   100       110              120        130   140

                                                                                                                                 Topic number
Univ. of Ca. at Berkeley 1, Monolingual French, Auto, TD                                                                 Run BKMLFF2
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.1574                   Total number of documents
 Query 92: 0.4705                   over all queries
 Query 93: 1.0000                       Retrieved:    50000                                          0.8
 Query 94: 0.6211                       Relevant:      1383
 Query 95: 0.5053                       Rel_ret:       1313
 Query 96: 0.5050
 Query 97: 0.4606                   Interpolated Recall -
                                                                                                     0.6
 Query 98: 1.0000                   Precision Averages:
 Query 99: 0.3912                       at 0.00       0.7475
 Query 100: 0.3670                      at 0.10       0.6990




                                                                    Precision
 Query 101: 0.0307                      at 0.20       0.6363
 Query 102: 0.5958                      at 0.30       0.5358                                         0.4
 Query 103: 0.3466                      at 0.40       0.5068
 Query 104: 0.3106                      at 0.50       0.4717
 Query 105: 0.2361                      at 0.60       0.4332
 Query 106: 0.3860                      at 0.70       0.3752                                         0.2
 Query 107: 0.0017                      at 0.80       0.3301
 Query 108: 0.3190                      at 0.90       0.2666
 Query 109: 0.0316                      at 1.00       0.1904
 Query 110: 0.6182                                                                                   0.0
 Query 111: 0.0352                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.4847                  for all rel. documents
 Query 113: 0.0394                                    0.4558                                                                       Recall
 Query 114: 0.5279                  Precision:
 Query 115: 0.4917                    At    5 docs:   0.4880                                                              Run BKMLFF2
 Query 116: 0.8369                    At   10 docs:   0.4620                                                           Comparison to median by topic
 Query 117: 0.2705                    At   15 docs:   0.3947
                                                                                                     +1.0
 Query 118: 0.0500                    At   20 docs:   0.3620
 Query 119: 0.9193                    At   30 docs:   0.3113
 Query 120: 0.0059                    At 100 docs:    0.1762
 Query 121: 1.0000                    At 200 docs:    0.1086
 Query 122: 0.5250                    At 500 docs:    0.0503
 Query 123: 0.7000                    At 1000 docs:   0.0263                                         +0.5
 Query 124: 0.3019
 Query 125: 0.5024                  R-Precision (prec. after R
 Query 126: 0.5964                  (=num_rel) docs. retrieved):
 Query 127: 0.7419                      Exact:        0.4348
 Query 128: 0.2621                                                                                    0.0
 Query 129: 0.4638
 Query 130: 0.6353
 Query 131: 0.5667
 Query 132: 0.3214
 Query 133: 0.0074
                                                                    Difference (average precision)




 Query 134: 0.7778                                                                                   −0.5
 Query 135: 0.8134
 Query 136: 1.0000
 Query 137: 0.0006
 Query 138: 0.3968
 Query 139: 0.3924                                                                                   −1.0
 Query 140: 0.7683                                                                                          91   100       110              120        130   140

                                                                                                                                 Topic number
Univ. of Ca. at Berkeley 2, Monolingual French, Auto, TD                                                                  Run bky2mofr
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.2224                   Total number of documents
 Query 92: 0.4334                   over all queries
 Query 93: 0.9267                       Retrieved:    50000
                                                                                                     0.8
 Query 94: 0.5928                       Relevant:      1383
 Query 95: 0.5886                       Rel_ret:       1354
 Query 96: 0.5370
 Query 97: 0.4999                   Interpolated Recall -
 Query 98: 0.9086                   Precision Averages:                                              0.6
 Query 99: 0.6372                       at 0.00       0.7915
 Query 100: 0.3899                      at 0.10       0.7270
 Query 101: 0.0643                      at 0.20       0.6835




                                                                    Precision
 Query 102: 0.6971                      at 0.30       0.6353                                         0.4
 Query 103: 0.5443                      at 0.40       0.5985
 Query 104: 0.0997                      at 0.50       0.5661
 Query 105: 0.3250                      at 0.60       0.5106
 Query 106: 0.4773                      at 0.70       0.4696                                         0.2
 Query 107: 0.4787                      at 0.80       0.4047
 Query 108: 0.3371                      at 0.90       0.3197
 Query 109: 0.0944                      at 1.00       0.2019
 Query 110: 0.6143
                                                                                                     0.0
 Query 111: 0.0178                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.6019                  for all rel. documents
 Query 113: 0.0376                                    0.5191                                                                       Recall
 Query 114: 0.4982                  Precision:
 Query 115: 0.5733                    At    5 docs:   0.5640                                                               Run bky2mofr
 Query 116: 0.8363                    At   10 docs:   0.4980
 Query 117: 0.3124                    At   15 docs:   0.4520                                                           Comparison to median by topic
 Query 118: 0.0266                    At   20 docs:   0.4170                                         +1.0
 Query 119: 0.9151                    At   30 docs:   0.3653
 Query 120: 0.0182                    At 100 docs:    0.1986
 Query 121: 1.0000                    At 200 docs:    0.1158
 Query 122: 0.7194                    At 500 docs:    0.0524
 Query 123: 0.8333                    At 1000 docs:   0.0271                                         +0.5
 Query 124: 0.5278
 Query 125: 0.4500                  R-Precision (prec. after R
 Query 126: 0.4911                  (=num_rel) docs. retrieved):
 Query 127: 0.9187                      Exact:        0.4996
 Query 128: 0.4994                                                                                    0.0
 Query 129: 0.4725
 Query 130: 0.7017
 Query 131: 0.5307
 Query 132: 0.3735
 Query 133: 0.4996
                                                                    Difference (average precision)




 Query 134: 1.0000                                                                                   −0.5
 Query 135: 0.7846
 Query 136: 1.0000
 Query 137: 0.0063
 Query 138: 0.3593
 Query 139: 0.6812                                                                                   −1.0
 Query 140: 0.8008                                                                                          91   100       110              120        130   140

                                                                                                                                 Topic number
Hummingbird, Monolingual French, Auto, TD                                                                                 Run humFR02
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.1156                   Total number of documents
 Query 92: 0.3714                   over all queries
 Query 93: 1.0000                       Retrieved:    50000                                          0.8
 Query 94: 0.3073                       Relevant:      1383
 Query 95: 0.2459                       Rel_ret:       1265
 Query 96: 0.4298
 Query 97: 0.2700                   Interpolated Recall -
                                                                                                     0.6
 Query 98: 0.6171                   Precision Averages:
 Query 99: 0.3456                       at 0.00       0.7831
 Query 100: 0.4415                      at 0.10       0.7263




                                                                    Precision
 Query 101: 0.0678                      at 0.20       0.6536
 Query 102: 0.7137                      at 0.30       0.5561                                         0.4
 Query 103: 0.6265                      at 0.40       0.5056
 Query 104: 0.3093                      at 0.50       0.4414
 Query 105: 0.2361                      at 0.60       0.3826
 Query 106: 0.3786                      at 0.70       0.3279                                         0.2
 Query 107: 0.2101                      at 0.80       0.2581
 Query 108: 0.3166                      at 0.90       0.1815
 Query 109: 0.0731                      at 1.00       0.1385
 Query 110: 0.6324
                                                                                                     0.0
 Query 111: 0.0343                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.5321                  for all rel. documents
 Query 113: 0.0225                                    0.4359                                                                       Recall
 Query 114: 0.4090                  Precision:
 Query 115: 0.6389                    At    5 docs:   0.5400                                                               Run humFR02
 Query 116: 0.3953                    At   10 docs:   0.4540                                                           Comparison to median by topic
 Query 117: 0.2540                    At   15 docs:   0.3960
                                                                                                     +1.0
 Query 118: 0.1009                    At   20 docs:   0.3580
 Query 119: 0.8520                    At   30 docs:   0.3007
 Query 120: 0.0097                    At 100 docs:    0.1644
 Query 121: 1.0000                    At 200 docs:    0.0995
 Query 122: 0.2784                    At 500 docs:    0.0468
 Query 123: 1.0000                    At 1000 docs:   0.0253                                         +0.5
 Query 124: 0.4605
 Query 125: 0.4774                  R-Precision (prec. after R
 Query 126: 0.5500                  (=num_rel) docs. retrieved):
 Query 127: 0.8673                      Exact:        0.4226
 Query 128: 0.5275                                                                                    0.0
 Query 129: 0.1757
 Query 130: 0.6820
 Query 131: 0.5734
 Query 132: 0.3708
 Query 133: 0.1839
                                                                    Difference (average precision)




 Query 134: 0.7255                                                                                   −0.5
 Query 135: 0.4354
 Query 136: 1.0000
 Query 137: 0.0360
 Query 138: 0.2988
 Query 139: 0.5466                                                                                   −1.0
 Query 140: 0.6502                                                                                          91   100       110              120        130   140

                                                                                                                                 Topic number
Océ, Monolingual French, Auto, TD                                                                                       Run oce02monFR
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.1592                   Total number of documents
 Query 92: 0.4108                   over all queries
 Query 93: 1.0000                       Retrieved:    50000                                          0.8
 Query 94: 0.2673                       Relevant:      1383
 Query 95: 0.2647                       Rel_ret:       1247
 Query 96: 0.5526
 Query 97: 0.2526                   Interpolated Recall -                                            0.6
 Query 98: 0.6551                   Precision Averages:
 Query 99: 0.3686                       at 0.00       0.7318
 Query 100: 0.3619                      at 0.10       0.6615




                                                                    Precision
 Query 101: 0.0414                      at 0.20       0.5792
 Query 102: 0.4878                      at 0.30       0.5098                                         0.4
 Query 103: 0.5232                      at 0.40       0.4533
 Query 104: 0.1396                      at 0.50       0.3800
 Query 105: 0.2429                      at 0.60       0.3364
 Query 106: 0.3882                      at 0.70       0.2872                                         0.2
 Query 107: 0.1577                      at 0.80       0.2278
 Query 108: 0.2739                      at 0.90       0.1696
 Query 109: 0.0639                      at 1.00       0.1437
 Query 110: 0.5632                                                                                   0.0
 Query 111: 0.0343                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.4222                  for all rel. documents
 Query 113: 0.0395                                    0.3920                                                                       Recall
 Query 114: 0.4564                  Precision:
 Query 115: 0.4373                    At    5 docs:   0.5240                                                            Run oce02monFR
 Query 116: 0.3542                    At   10 docs:   0.4160                                                           Comparison to median by topic
 Query 117: 0.1998                    At   15 docs:   0.3667                                         +1.0
 Query 118: 0.0226                    At   20 docs:   0.3340
 Query 119: 0.7149                    At   30 docs:   0.2840
 Query 120: 0.0161                    At 100 docs:    0.1546
 Query 121: 1.0000                    At 200 docs:    0.0951
 Query 122: 0.2715                    At 500 docs:    0.0459
 Query 123: 0.5833                    At 1000 docs:   0.0249                                         +0.5
 Query 124: 0.4860
 Query 125: 0.4408                  R-Precision (prec. after R
 Query 126: 0.0864                  (=num_rel) docs. retrieved):
 Query 127: 0.9327                      Exact:        0.3832
 Query 128: 0.5680                                                                                    0.0
 Query 129: 0.0427
 Query 130: 0.6485
 Query 131: 0.4315
 Query 132: 0.3196
 Query 133: 0.1960
                                                                    Difference (average precision)




 Query 134: 0.9167                                                                                   −0.5
 Query 135: 0.4580
 Query 136: 1.0000
 Query 137: 0.0386
 Query 138: 0.3569
 Query 139: 0.5292                                                                                   −1.0
 Query 140: 0.4195                                                                                          91   100       110              120        130   140

                                                                                                                                 Topic number
Océ, Monolingual French, Auto, T                                                                                      Run oce02monFRto
 Average precision                 Overall statistics                                                                   Recall−Precision Values
 (individual queries):             (for 50 queries):                                                 1.0

 Query 91: 0.0018                  Total number of documents
 Query 92: 0.2759                  over all queries
 Query 93: 0.9667                      Retrieved:    44062                                          0.8
 Query 94: 0.0029                      Relevant:      1383
 Query 95: 0.0454                      Rel_ret:       1083
 Query 96: 0.0899
 Query 97: 0.2423                  Interpolated Recall -                                            0.6
 Query 98: 0.1379                  Precision Averages:
 Query 99: 0.3479                      at 0.00       0.6466
 Query 100: 0.2639                     at 0.10       0.5610




                                                                   Precision
 Query 101: 0.1085                     at 0.20       0.5092
 Query 102: 0.4682                     at 0.30       0.4435                                         0.4
 Query 103: 0.3697                     at 0.40       0.3537
 Query 104: 0.1281                     at 0.50       0.3221
 Query 105: 0.4167                     at 0.60       0.2927
 Query 106: 0.2221                     at 0.70       0.2515                                         0.2
 Query 107: 0.0939                     at 0.80       0.2074
 Query 108: 0.2944                     at 0.90       0.1366
 Query 109: 0.0624                     at 1.00       0.1025
 Query 110: 0.3035                                                                                  0.0
 Query 111: 0.0033                 Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.6583                 for all rel. documents
 Query 113: 0.0147                                   0.3344                                                                       Recall
 Query 114: 0.0978                 Precision:
 Query 115: 0.8263                   At    5 docs:   0.3760                                                           Run oce02monFRto
 Query 116: 0.3364                   At   10 docs:   0.3100                                                           Comparison to median by topic
 Query 117: 0.0265                   At   15 docs:   0.2787                                         +1.0
 Query 118: 0.0706                   At   20 docs:   0.2550
 Query 119: 0.7183                   At   30 docs:   0.2227
 Query 120: 0.0032                   At 100 docs:    0.1280
 Query 121: 0.5000                   At 200 docs:    0.0808
 Query 122: 0.3313                   At 500 docs:    0.0394
 Query 123: 1.0000                   At 1000 docs:   0.0217                                         +0.5
 Query 124: 0.5358
 Query 125: 0.4974                 R-Precision (prec. after R
 Query 126: 0.7303                 (=num_rel) docs. retrieved):
 Query 127: 0.8494                     Exact:        0.3272
 Query 128: 0.2693                                                                                   0.0
 Query 129: 0.0159
 Query 130: 0.6246
 Query 131: 0.5371
 Query 132: 0.3207
 Query 133: 0.0626
                                                                   Difference (average precision)




 Query 134: 0.4286                                                                                  −0.5
 Query 135: 0.0634
 Query 136: 1.0000
 Query 137: 0.3525
 Query 138: 0.1012
 Query 139: 0.5395                                                                                  −1.0
 Query 140: 0.3631                                                                                         91   100       110              120        130   140

                                                                                                                                Topic number
City University, Monolingual French, Auto, TD                                                                              Run plfr02td
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.0163                   Total number of documents
 Query 92: 0.2283                   over all queries
 Query 93: 0.0000                       Retrieved:    50000
                                                                                                     0.8
 Query 94: 0.0207                       Relevant:      1383
 Query 95: 0.3105                       Rel_ret:       1106
 Query 96: 0.3242
 Query 97: 0.1267                   Interpolated Recall -
 Query 98: 0.0412                   Precision Averages:                                              0.6
 Query 99: 0.1343                       at 0.00       0.5196
 Query 100: 0.1222                      at 0.10       0.4445
 Query 101: 0.0851                      at 0.20       0.3761




                                                                    Precision
 Query 102: 0.1657                      at 0.30       0.3184                                         0.4
 Query 103: 0.1479                      at 0.40       0.2900
 Query 104: 0.0385                      at 0.50       0.2428
 Query 105: 0.0032                      at 0.60       0.2038
 Query 106: 0.3446                      at 0.70       0.1854                                         0.2
 Query 107: 0.0022                      at 0.80       0.1486
 Query 108: 0.0023                      at 0.90       0.1038
 Query 109: 0.0056                      at 1.00       0.0590
 Query 110: 0.6404
                                                                                                     0.0
 Query 111: 0.0058                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.3923                  for all rel. documents
 Query 113: 0.0027                                    0.2480                                                                       Recall
 Query 114: 0.4931                  Precision:
 Query 115: 0.2494                    At    5 docs:   0.3400                                                                Run plfr02td
 Query 116: 0.5268                    At   10 docs:   0.2980
 Query 117: 0.2705                    At   15 docs:   0.2627                                                           Comparison to median by topic
 Query 118: 0.0196                    At   20 docs:   0.2380                                         +1.0
 Query 119: 0.8168                    At   30 docs:   0.2100
 Query 120: 0.0183                    At 100 docs:    0.1202
 Query 121: 0.2000                    At 200 docs:    0.0754
 Query 122: 0.2154                    At 500 docs:    0.0388
 Query 123: 0.4500                    At 1000 docs:   0.0221                                         +0.5
 Query 124: 0.1191
 Query 125: 0.4083                  R-Precision (prec. after R
 Query 126: 0.4544                  (=num_rel) docs. retrieved):
 Query 127: 0.9470                      Exact:        0.2407
 Query 128: 0.1288                                                                                    0.0
 Query 129: 0.0044
 Query 130: 0.5955
 Query 131: 0.0819
 Query 132: 0.2684
 Query 133: 0.1225
                                                                    Difference (average precision)




 Query 134: 0.5889                                                                                   −0.5
 Query 135: 0.0425
 Query 136: 0.8333
 Query 137: 0.0000
 Query 138: 0.4088
 Query 139: 0.4759                                                                                   −1.0
 Query 140: 0.5014                                                                                          91   100       110              120        130   140

                                                                                                                                 Topic number
Tagmatica, Monolingual French, Manual, DN                                                                                    Run runA
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.0769                   Total number of documents
 Query 92: 0.3025                   over all queries
 Query 93: 0.2000                       Retrieved:      641                                          0.8
 Query 94: 0.3022                       Relevant:      1383
 Query 95: 0.1546                       Rel_ret:        286
 Query 96: 0.0714
 Query 97: 0.1762                   Interpolated Recall -
                                                                                                     0.6
 Query 98: 0.6198                   Precision Averages:
 Query 99: 0.1971                       at 0.00       0.7548
 Query 100: 0.2667                      at 0.10       0.6036




                                                                    Precision
 Query 101: 0.1429                      at 0.20       0.4864
 Query 102: 0.3664                      at 0.30       0.3215                                         0.4
 Query 103: 0.3077                      at 0.40       0.2626
 Query 104: 0.0000                      at 0.50       0.2216
 Query 105: 0.1667                      at 0.60       0.1330
 Query 106: 0.0502                      at 0.70       0.0761                                         0.2
 Query 107: 0.0000                      at 0.80       0.0393
 Query 108: 0.0391                      at 0.90       0.0333
 Query 109: 0.0000                      at 1.00       0.0333
 Query 110: 0.3304                                                                                   0.0
 Query 111: 0.5000                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.1278                  for all rel. documents
 Query 113: 0.0556                                    0.2391                                                                       Recall
 Query 114: 0.1333                  Precision:
 Query 115: 0.6000                    At    5 docs:   0.4520                                                                     Run runA
 Query 116: 0.4054                    At   10 docs:   0.3400                                                           Comparison to median by topic
 Query 117: 0.0000                    At   15 docs:   0.2693
                                                                                                     +1.0
 Query 118: 0.3500                    At   20 docs:   0.2310
 Query 119: 0.2598                    At   30 docs:   0.1720
 Query 120: 0.0000                    At 100 docs:    0.0558
 Query 121: 0.0000                    At 200 docs:    0.0286
 Query 122: 0.2500                    At 500 docs:    0.0114
 Query 123: 0.5833                    At 1000 docs:   0.0057                                         +0.5
 Query 124: 0.0448
 Query 125: 0.0233                  R-Precision (prec. after R
 Query 126: 0.2500                  (=num_rel) docs. retrieved):
 Query 127: 0.7276                      Exact:        0.2789
 Query 128: 0.2500                                                                                    0.0
 Query 129: 0.2021
 Query 130: 0.5154
 Query 131: 0.0122
 Query 132: 0.5000
 Query 133: 0.0000
                                                                    Difference (average precision)




 Query 134: 0.3333                                                                                   −0.5
 Query 135: 0.0000
 Query 136: 1.0000
 Query 137: 0.6667
 Query 138: 0.0327
 Query 139: 0.2222                                                                                   −1.0
 Query 140: 0.1406                                                                                          91   100       110              120        130   140

                                                                                                                                 Topic number
IRIT, Toulouse, Monolingual French, Auto, TD                                                                           Run RunMonFrench
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.0292                   Total number of documents
 Query 92: 0.2887                   over all queries
 Query 93: 1.0000                       Retrieved:    50000                                          0.8
 Query 94: 0.6058                       Relevant:      1383
 Query 95: 0.3151                       Rel_ret:       1120
 Query 96: 0.6191
 Query 97: 0.1677                   Interpolated Recall -
                                                                                                     0.6
 Query 98: 0.8094                   Precision Averages:
 Query 99: 0.2029                       at 0.00       0.6617
 Query 100: 0.3794                      at 0.10       0.5785




                                                                    Precision
 Query 101: 0.0915                      at 0.20       0.5347
 Query 102: 0.7104                      at 0.30       0.4851                                         0.4
 Query 103: 0.4514                      at 0.40       0.4433
 Query 104: 0.1108                      at 0.50       0.4042
 Query 105: 0.2381                      at 0.60       0.3530
 Query 106: 0.4417                      at 0.70       0.2740                                         0.2
 Query 107: 0.0338                      at 0.80       0.2178
 Query 108: 0.1064                      at 0.90       0.1563
 Query 109: 0.0000                      at 1.00       0.1066
 Query 110: 0.6893
                                                                                                     0.0
 Query 111: 0.0168                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.5310                  for all rel. documents
 Query 113: 0.0182                                    0.3733                                                                       Recall
 Query 114: 0.2959                  Precision:
 Query 115: 0.6370                    At    5 docs:   0.4440                                                           Run RunMonFrench
 Query 116: 0.5483                    At   10 docs:   0.3720                                                           Comparison to median by topic
 Query 117: 0.0238                    At   15 docs:   0.3453
                                                                                                     +1.0
 Query 118: 0.0088                    At   20 docs:   0.3250
 Query 119: 0.7612                    At   30 docs:   0.2753
 Query 120: 0.0115                    At 100 docs:    0.1456
 Query 121: 0.5000                    At 200 docs:    0.0857
 Query 122: 0.1989                    At 500 docs:    0.0405
 Query 123: 1.0000                    At 1000 docs:   0.0224                                         +0.5
 Query 124: 0.4932
 Query 125: 0.3788                  R-Precision (prec. after R
 Query 126: 0.6152                  (=num_rel) docs. retrieved):
 Query 127: 0.6391                      Exact:        0.3610
 Query 128: 0.0572                                                                                    0.0
 Query 129: 0.1267
 Query 130: 0.6628
 Query 131: 0.4235
 Query 132: 0.5506
 Query 133: 0.0999
                                                                    Difference (average precision)




 Query 134: 0.7381                                                                                   −0.5
 Query 135: 0.0102
 Query 136: 1.0000
 Query 137: 0.0012
 Query 138: 0.1694
 Query 139: 0.2873                                                                                   −1.0
 Query 140: 0.5683                                                                                          91   100       110              120        130   140

                                                                                                                                 Topic number
SICS/Conexor, Monolingual French, Auto, TD                                                                               Run sicsFRFR0
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.0226                   Total number of documents
 Query 92: 0.3558                   over all queries
 Query 93: 0.8254                       Retrieved:    50000                                          0.8
 Query 94: 0.1622                       Relevant:      1383
 Query 95: 0.0634                       Rel_ret:       1117
 Query 96: 0.1200
 Query 97: 0.1797                   Interpolated Recall -
                                                                                                     0.6
 Query 98: 0.2322                   Precision Averages:
 Query 99: 0.3034                       at 0.00       0.4945
 Query 100: 0.1615                      at 0.10       0.3948




                                                                    Precision
 Query 101: 0.0316                      at 0.20       0.3350
 Query 102: 0.3989                      at 0.30       0.2691                                         0.4
 Query 103: 0.1910                      at 0.40       0.2437
 Query 104: 0.0311                      at 0.50       0.2152
 Query 105: 0.2193                      at 0.60       0.1774
 Query 106: 0.1127                      at 0.70       0.1310                                         0.2
 Query 107: 0.1072                      at 0.80       0.1064
 Query 108: 0.1135                      at 0.90       0.0776
 Query 109: 0.0099                      at 1.00       0.0539
 Query 110: 0.4329                                                                                   0.0
 Query 111: 0.0034                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.4360                  for all rel. documents
 Query 113: 0.0227                                    0.2118                                                                       Recall
 Query 114: 0.1110                  Precision:
 Query 115: 0.0081                    At    5 docs:   0.2480                                                              Run sicsFRFR0
 Query 116: 0.2401                    At   10 docs:   0.2180                                                           Comparison to median by topic
 Query 117: 0.1327                    At   15 docs:   0.1960
                                                                                                     +1.0
 Query 118: 0.0069                    At   20 docs:   0.1860
 Query 119: 0.5239                    At   30 docs:   0.1693
 Query 120: 0.0028                    At 100 docs:    0.1048
 Query 121: 0.0270                    At 200 docs:    0.0697
 Query 122: 0.0409                    At 500 docs:    0.0387
 Query 123: 1.0000                    At 1000 docs:   0.0223                                         +0.5
 Query 124: 0.1100
 Query 125: 0.2370                  R-Precision (prec. after R
 Query 126: 0.4534                  (=num_rel) docs. retrieved):
 Query 127: 0.1954                      Exact:        0.2155
 Query 128: 0.2722                                                                                    0.0
 Query 129: 0.0460
 Query 130: 0.4127
 Query 131: 0.2675
 Query 132: 0.2981
 Query 133: 0.0130
                                                                    Difference (average precision)




 Query 134: 0.7292                                                                                   −0.5
 Query 135: 0.0738
 Query 136: 0.1964
 Query 137: 0.0027
 Query 138: 0.0911
 Query 139: 0.2197                                                                                   −1.0
 Query 140: 0.3415                                                                                          91   100       110              120        130   140

                                                                                                                                 Topic number
SICS/Conexor, Monolingual French, Auto, TD                                                                              Run sicsFRFRX0
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.0154                   Total number of documents
 Query 92: 0.4701                   over all queries
 Query 93: 0.6195                       Retrieved:    50000                                          0.8
 Query 94: 0.0572                       Relevant:      1383
 Query 95: 0.0461                       Rel_ret:       1072
 Query 96: 0.1839
 Query 97: 0.1115                   Interpolated Recall -
                                                                                                     0.6
 Query 98: 0.3177                   Precision Averages:
 Query 99: 0.1179                       at 0.00       0.4722
 Query 100: 0.1936                      at 0.10       0.3360




                                                                    Precision
 Query 101: 0.2502                      at 0.20       0.2691
 Query 102: 0.1725                      at 0.30       0.2314                                         0.4
 Query 103: 0.1787                      at 0.40       0.2071
 Query 104: 0.0222                      at 0.50       0.1856
 Query 105: 0.0995                      at 0.60       0.1507
 Query 106: 0.1108                      at 0.70       0.1051                                         0.2
 Query 107: 0.0421                      at 0.80       0.0785
 Query 108: 0.1215                      at 0.90       0.0562
 Query 109: 0.0104                      at 1.00       0.0349
 Query 110: 0.4671                                                                                   0.0
 Query 111: 0.0003                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.3073                  for all rel. documents
 Query 113: 0.0472                                    0.1775                                                                       Recall
 Query 114: 0.1317                  Precision:
 Query 115: 0.0087                    At    5 docs:   0.2200                                                             Run sicsFRFRX0
 Query 116: 0.2174                    At   10 docs:   0.1920                                                           Comparison to median by topic
 Query 117: 0.1480                    At   15 docs:   0.1773
                                                                                                     +1.0
 Query 118: 0.0047                    At   20 docs:   0.1600
 Query 119: 0.4825                    At   30 docs:   0.1460
 Query 120: 0.0027                    At 100 docs:    0.1004
 Query 121: 0.0312                    At 200 docs:    0.0695
 Query 122: 0.0156                    At 500 docs:    0.0372
 Query 123: 1.0000                    At 1000 docs:   0.0214                                         +0.5
 Query 124: 0.1220
 Query 125: 0.1485                  R-Precision (prec. after R
 Query 126: 0.1817                  (=num_rel) docs. retrieved):
 Query 127: 0.1490                      Exact:        0.2030
 Query 128: 0.0835                                                                                    0.0
 Query 129: 0.0299
 Query 130: 0.4293
 Query 131: 0.0798
 Query 132: 0.3392
 Query 133: 0.0096
                                                                    Difference (average precision)




 Query 134: 0.2126                                                                                   −0.5
 Query 135: 0.0396
 Query 136: 0.1024
 Query 137: 0.0014
 Query 138: 0.0767
 Query 139: 0.1562                                                                                   −1.0
 Query 140: 0.7105                                                                                          91   100       110              120        130   140

                                                                                                                                 Topic number
TLR Research, Monolingual French, Auto, TD                                                                                       Run tlrfr
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.0801                   Total number of documents
 Query 92: 0.3484                   over all queries
 Query 93: 0.9667                       Retrieved:    50000                                          0.8
 Query 94: 0.2348                       Relevant:      1383
 Query 95: 0.2389                       Rel_ret:       1269
 Query 96: 0.3390
 Query 97: 0.2087                   Interpolated Recall -
                                                                                                     0.6
 Query 98: 0.6845                   Precision Averages:
 Query 99: 0.3438                       at 0.00       0.7839
 Query 100: 0.4101                      at 0.10       0.6749




                                                                    Precision
 Query 101: 0.1001                      at 0.20       0.6010
 Query 102: 0.6592                      at 0.30       0.5373                                         0.4
 Query 103: 0.6027                      at 0.40       0.4791
 Query 104: 0.4101                      at 0.50       0.4439
 Query 105: 0.1917                      at 0.60       0.3840
 Query 106: 0.3327                      at 0.70       0.3374                                         0.2
 Query 107: 0.2014                      at 0.80       0.2674
 Query 108: 0.3084                      at 0.90       0.1997
 Query 109: 0.1237                      at 1.00       0.1493
 Query 110: 0.6292
                                                                                                     0.0
 Query 111: 0.2598                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4               0.6       0.8   1.0
 Query 112: 0.6024                  for all rel. documents
 Query 113: 0.0257                                    0.4232                                                                       Recall
 Query 114: 0.3562                  Precision:
 Query 115: 0.7390                    At    5 docs:   0.4800                                                                     Run tlrfr
 Query 116: 0.3836                    At   10 docs:   0.4360                                                           Comparison to median by topic
 Query 117: 0.2174                    At   15 docs:   0.3813
                                                                                                     +1.0
 Query 118: 0.0898                    At   20 docs:   0.3420
 Query 119: 0.8164                    At   30 docs:   0.2947
 Query 120: 0.0091                    At 100 docs:    0.1614
 Query 121: 1.0000                    At 200 docs:    0.0990
 Query 122: 0.2361                    At 500 docs:    0.0466
 Query 123: 0.8333                    At 1000 docs:   0.0254                                         +0.5
 Query 124: 0.6291
 Query 125: 0.2275                  R-Precision (prec. after R
 Query 126: 0.3002                  (=num_rel) docs. retrieved):
 Query 127: 0.8357                      Exact:        0.4134
 Query 128: 0.3628                                                                                    0.0
 Query 129: 0.1638
 Query 130: 0.7899
 Query 131: 0.6424
 Query 132: 0.2535
 Query 133: 0.1114
                                                                    Difference (average precision)




 Query 134: 1.0000                                                                                   −0.5
 Query 135: 0.4288
 Query 136: 1.0000
 Query 137: 0.0887
 Query 138: 0.2105
 Query 139: 0.5069                                                                                   −1.0
 Query 140: 0.6266                                                                                          91   100       110               120       130   140

                                                                                                                                 Topic number
University of Amsterdam, Monolingual French, Auto, TD                                                                  Run UAmsC02FrFrNGiMO
 Average precision                  Overall statistics                                                                     Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.2649                   Total number of documents
 Query 92: 0.4938                   over all queries
 Query 93: 0.9667                       Retrieved:    50000                                          0.8
 Query 94: 0.7425                       Relevant:      1383
 Query 95: 0.3460                       Rel_ret:       1254
 Query 96: 0.5443
 Query 97: 0.4583                   Interpolated Recall -
                                                                                                     0.6
 Query 98: 0.9500                   Precision Averages:
 Query 99: 0.1486                       at 0.00       0.7671
 Query 100: 0.3021                      at 0.10       0.6717




                                                                    Precision
 Query 101: 0.2493                      at 0.20       0.6408
 Query 102: 0.4830                      at 0.30       0.5716                                         0.4
 Query 103: 0.4409                      at 0.40       0.5244
 Query 104: 0.1630                      at 0.50       0.4734
 Query 105: 0.8333                      at 0.60       0.4200
 Query 106: 0.4659                      at 0.70       0.3642                                         0.2
 Query 107: 0.1413                      at 0.80       0.3034
 Query 108: 0.3803                      at 0.90       0.2334
 Query 109: 0.1383                      at 1.00       0.1730
 Query 110: 0.6479
                                                                                                     0.0
 Query 111: 0.0245                  Avg. prec. (non-interpolated)                                      0.0       0.2         0.4              0.6        0.8   1.0
 Query 112: 0.4755                  for all rel. documents
 Query 113: 0.0211                                    0.4535                                                                         Recall
 Query 114: 0.6039                  Precision:
 Query 115: 0.5729                    At    5 docs:   0.5120                                                           Run UAmsC02FrFrNGiMO
 Query 116: 0.5816                    At   10 docs:   0.4580                                                             Comparison to median by topic
 Query 117: 0.3744                    At   15 docs:   0.4067
                                                                                                     +1.0
 Query 118: 0.0247                    At   20 docs:   0.3720
 Query 119: 0.8948                    At   30 docs:   0.3213
 Query 120: 0.0032                    At 100 docs:    0.1692
 Query 121: 0.1667                    At 200 docs:    0.1028
 Query 122: 0.2341                    At 500 docs:    0.0478
 Query 123: 1.0000                    At 1000 docs:   0.0251                                         +0.5
 Query 124: 0.3435
 Query 125: 0.4128                  R-Precision (prec. after R
 Query 126: 0.7764                  (=num_rel) docs. retrieved):
 Query 127: 0.8929                      Exact:        0.4224
 Query 128: 0.3538                                                                                    0.0
 Query 129: 0.4827
 Query 130: 0.5868
 Query 131: 0.4092
 Query 132: 0.3811
 Query 133: 0.0093
                                                                    Difference (average precision)




 Query 134: 0.8095                                                                                   −0.5
 Query 135: 0.6212
 Query 136: 1.0000
 Query 137: 0.0117
 Query 138: 0.2989
 Query 139: 0.4705                                                                                   −1.0
 Query 140: 0.6773                                                                                          91   100         110              120        130   140

                                                                                                                                   Topic number
Université de Neuchâtel, Monolingual French, Auto, TD                                                                      Run UniNEfr
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.0443                   Total number of documents
 Query 92: 0.3878                   over all queries
 Query 93: 1.0000                       Retrieved:    50000                                          0.8
 Query 94: 0.6619                       Relevant:      1383
 Query 95: 0.2255                       Rel_ret:       1283
 Query 96: 0.4272
 Query 97: 0.3047                   Interpolated Recall -
                                                                                                     0.6
 Query 98: 0.9361                   Precision Averages:
 Query 99: 0.2132                       at 0.00       0.8179
 Query 100: 0.4147                      at 0.10       0.7563




                                                                    Precision
 Query 101: 0.1472                      at 0.20       0.6657
 Query 102: 0.6961                      at 0.30       0.5924                                         0.4
 Query 103: 0.6553                      at 0.40       0.5379
 Query 104: 0.1662                      at 0.50       0.5110
 Query 105: 0.8333                      at 0.60       0.4443
 Query 106: 0.4578                      at 0.70       0.4008                                         0.2
 Query 107: 0.2373                      at 0.80       0.3289
 Query 108: 0.3265                      at 0.90       0.2369
 Query 109: 0.0914                      at 1.00       0.1832
 Query 110: 0.6421                                                                                   0.0
 Query 111: 0.2199                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.5090                  for all rel. documents
 Query 113: 0.0333                                    0.4841                                                                       Recall
 Query 114: 0.4609                  Precision:
 Query 115: 0.7669                    At    5 docs:   0.5760                                                                Run UniNEfr
 Query 116: 0.5683                    At   10 docs:   0.4740                                                           Comparison to median by topic
 Query 117: 0.2405                    At   15 docs:   0.4160
                                                                                                     +1.0
 Query 118: 0.0842                    At   20 docs:   0.3770
 Query 119: 0.8730                    At   30 docs:   0.3180
 Query 120: 0.0148                    At 100 docs:    0.1676
 Query 121: 1.0000                    At 200 docs:    0.1021
 Query 122: 0.2770                    At 500 docs:    0.0478
 Query 123: 0.8333                    At 1000 docs:   0.0257                                         +0.5
 Query 124: 0.5192
 Query 125: 0.4949                  R-Precision (prec. after R
 Query 126: 0.7688                  (=num_rel) docs. retrieved):
 Query 127: 0.8277                      Exact:        0.4530
 Query 128: 0.5568                                                                                    0.0
 Query 129: 0.2469
 Query 130: 0.6325
 Query 131: 0.5904
 Query 132: 0.5314
 Query 133: 0.1378
                                                                    Difference (average precision)




 Query 134: 1.0000                                                                                   −0.5
 Query 135: 0.4301
 Query 136: 1.0000
 Query 137: 0.1241
 Query 138: 0.2982
 Query 139: 0.6178                                                                                   −1.0
 Query 140: 0.6795                                                                                          91   100       110              120        130   140

                                                                                                                                 Topic number
Université de Neuchâtel, Monolingual French, Manual, TDN                                                                 Run UniNEfrtdn
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.2406                   Total number of documents
 Query 92: 0.4104                   over all queries
 Query 93: 1.0000                       Retrieved:    50000                                          0.8
 Query 94: 0.7353                       Relevant:      1383
 Query 95: 0.4106                       Rel_ret:       1368
 Query 96: 0.4754
 Query 97: 0.5889                   Interpolated Recall -
                                                                                                     0.6
 Query 98: 0.9599                   Precision Averages:
 Query 99: 0.4631                       at 0.00       0.8916
 Query 100: 0.4622                      at 0.10       0.8377




                                                                    Precision
 Query 101: 0.4440                      at 0.20       0.7959
 Query 102: 0.7928                      at 0.30       0.7059                                         0.4
 Query 103: 0.7282                      at 0.40       0.6457
 Query 104: 0.3354                      at 0.50       0.6107
 Query 105: 1.0000                      at 0.60       0.5734
 Query 106: 0.4599                      at 0.70       0.5131                                         0.2
 Query 107: 0.2666                      at 0.80       0.4454
 Query 108: 0.3515                      at 0.90       0.3489
 Query 109: 0.7436                      at 1.00       0.2602
 Query 110: 0.6740                                                                                   0.0
 Query 111: 0.4726                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.5450                  for all rel. documents
 Query 113: 0.0954                                    0.5919                                                                       Recall
 Query 114: 0.7689                  Precision:
 Query 115: 0.6909                    At    5 docs:   0.6400                                                             Run UniNEfrtdn
 Query 116: 0.6037                    At   10 docs:   0.5560                                                           Comparison to median by topic
 Query 117: 0.5259                    At   15 docs:   0.4907
                                                                                                     +1.0
 Query 118: 0.1444                    At   20 docs:   0.4470
 Query 119: 0.8948                    At   30 docs:   0.3713
 Query 120: 0.0154                    At 100 docs:    0.2008
 Query 121: 1.0000                    At 200 docs:    0.1158
 Query 122: 0.3777                    At 500 docs:    0.0519
 Query 123: 0.5833                    At 1000 docs:   0.0274                                         +0.5
 Query 124: 0.6548
 Query 125: 0.4537                  R-Precision (prec. after R
 Query 126: 0.8460                  (=num_rel) docs. retrieved):
 Query 127: 0.9626                      Exact:        0.5616
 Query 128: 0.5214                                                                                    0.0
 Query 129: 0.3875
 Query 130: 0.7616
 Query 131: 0.6633
 Query 132: 0.4894
 Query 133: 0.4128
                                                                    Difference (average precision)




 Query 134: 1.0000                                                                                   −0.5
 Query 135: 0.7358
 Query 136: 1.0000
 Query 137: 0.2657
 Query 138: 0.7295
 Query 139: 0.6565                                                                                   −1.0
 Query 140: 0.7922                                                                                          91   100       110              120        130   140

                                                                                                                                 Topic number
JHU/APL, Monolingual Italian, Auto, TD                                                                                      Run aplmoit
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 49 queries):                                                 1.0

 Query 91: 0.1064                   Total number of documents
 Query 92: 0.4206                   over all queries
 Query 93: 1.0000                       Retrieved:    49000                                          0.8
 Query 94: 0.6402                       Relevant:      1072
 Query 95: 0.1619                       Rel_ret:       1039
 Query 96: 0.4859
 Query 97: 0.8304                   Interpolated Recall -
 Query 98: 0.7450                   Precision Averages:                                              0.6
 Query 99: 0.7079                       at 0.00       0.6890
 Query 100: 0.4633                      at 0.10       0.6614
 Query 101: 0.1192                      at 0.20       0.5992




                                                                    Precision
 Query 102: 0.3659                      at 0.30       0.5548                                         0.4
 Query 103: 0.5649                      at 0.40       0.5219
 Query 104: 0.0606                      at 0.50       0.4993
 Query 105: 0.5113                      at 0.60       0.4420
 Query 106: 0.2934                      at 0.70       0.3921                                         0.2
 Query 107: 0.0703                      at 0.80       0.3499
 Query 108: 0.1707                      at 0.90       0.2915
 Query 109: 0.2763                      at 1.00       0.2207
 Query 110: 0.9062
                                                                                                     0.0
 Query 111: 0.0387                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.6269                  for all rel. documents
 Query 113: 0.1011                                    0.4599                                                                       Recall
 Query 114: 0.5688                  Precision:
 Query 115: 0.7126                    At    5 docs:   0.5224                                                                Run aplmoit
 Query 116: 0.8204                    At   10 docs:   0.4939
 Query 117: 0.5416                    At   15 docs:   0.4463                                                           Comparison to median by topic
 Query 118: 0.0462                    At   20 docs:   0.4071                                         +1.0
 Query 119: 0.8984                    At   30 docs:   0.3476
 Query 121: 0.0940                    At 100 docs:    0.1647
 Query 122: 0.0645                    At 200 docs:    0.0939
 Query 123: 0.9490                    At 500 docs:    0.0411
 Query 124: 0.3617                    At 1000 docs:   0.0212                                         +0.5
 Query 125: 0.7759
 Query 126: 0.5017                  R-Precision (prec. after R
 Query 127: 0.6344                  (=num_rel) docs. retrieved):
 Query 128: 0.0531                      Exact:        0.4270
 Query 129: 0.3102                                                                                    0.0
 Query 130: 0.3868
 Query 131: 0.4021
 Query 132: 0.3452
 Query 133: 0.4232
 Query 134: 0.8711
                                                                    Difference (average precision)




 Query 135: 0.9055                                                                                   −0.5
 Query 136: 0.9462
 Query 137: 0.0414
 Query 138: 0.7910
 Query 139: 0.1925
 Query 140: 0.2299                                                                                   −1.0
                                                                                                            91   100       110              120        130   140

                                                                                                                                 Topic number
Univ. of Ca. at Berkeley 2, Monolingual Italian, Auto, TD                                                                 Run bky2moit
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 49 queries):                                                 1.0

 Query 91: 0.4281                   Total number of documents
 Query 92: 0.3792                   over all queries
 Query 93: 0.8250                       Retrieved:    49000
                                                                                                     0.8
 Query 94: 0.5717                       Relevant:      1072
 Query 95: 0.0892                       Rel_ret:       1024
 Query 96: 0.2927
 Query 97: 0.7875                   Interpolated Recall -
 Query 98: 0.5611                   Precision Averages:                                              0.6
 Query 99: 0.7468                       at 0.00       0.8008
 Query 100: 0.5821                      at 0.10       0.7185
 Query 101: 0.0185                      at 0.20       0.6413




                                                                    Precision
 Query 102: 0.4769                      at 0.30       0.5938                                         0.4
 Query 103: 0.5317                      at 0.40       0.5655
 Query 104: 0.0292                      at 0.50       0.5356
 Query 105: 0.5753                      at 0.60       0.4489
 Query 106: 0.2539                      at 0.70       0.3976                                         0.2
 Query 107: 0.1773                      at 0.80       0.3189
 Query 108: 0.1652                      at 0.90       0.2587
 Query 109: 0.5105                      at 1.00       0.1885
 Query 110: 0.9308
                                                                                                     0.0
 Query 111: 0.2343                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.5998                  for all rel. documents
 Query 113: 0.1439                                    0.4750                                                                       Recall
 Query 114: 0.3635                  Precision:
 Query 115: 0.5995                    At    5 docs:   0.5429                                                               Run bky2moit
 Query 116: 0.5880                    At   10 docs:   0.5061
 Query 117: 0.4959                    At   15 docs:   0.4599                                                           Comparison to median by topic
 Query 118: 0.2594                    At   20 docs:   0.4112                                         +1.0
 Query 119: 0.8294                    At   30 docs:   0.3456
 Query 121: 0.0994                    At 100 docs:    0.1616
 Query 122: 0.1485                    At 200 docs:    0.0939
 Query 123: 0.9051                    At 500 docs:    0.0407
 Query 124: 0.1450                    At 1000 docs:   0.0209                                         +0.5
 Query 125: 0.7757
 Query 126: 0.2031                  R-Precision (prec. after R
 Query 127: 0.4769                  (=num_rel) docs. retrieved):
 Query 128: 0.1561                      Exact:        0.4572
 Query 129: 0.5056                                                                                    0.0
 Query 130: 0.4349
 Query 131: 0.4116
 Query 132: 0.5556
 Query 133: 0.7171
 Query 134: 0.9267
                                                                    Difference (average precision)




 Query 135: 0.8042                                                                                   −0.5
 Query 136: 0.9516
 Query 137: 0.5667
 Query 138: 0.6309
 Query 139: 0.5138
 Query 140: 0.3022                                                                                   −1.0
                                                                                                            91   100       110              120        130   140

                                                                                                                                 Topic number
Univ. Exeter, Monolingual Italian, Auto, TD                                                                            Run exeitmgcntmn
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 49 queries):                                                 1.0

 Query 91: 0.5111                   Total number of documents
 Query 92: 0.3705                   over all queries
 Query 93: 0.9500                       Retrieved:    49000
                                                                                                     0.8
 Query 94: 0.5320                       Relevant:      1072
 Query 95: 0.0757                       Rel_ret:        978
 Query 96: 0.4255
 Query 97: 0.4854                   Interpolated Recall -
 Query 98: 0.6015                   Precision Averages:                                              0.6
 Query 99: 0.6412                       at 0.00       0.7440
 Query 100: 0.4947                      at 0.10       0.6569
 Query 101: 0.1134                      at 0.20       0.5672




                                                                    Precision
 Query 102: 0.3893                      at 0.30       0.5104                                         0.4
 Query 103: 0.4857                      at 0.40       0.4553
 Query 104: 0.0654                      at 0.50       0.4283
 Query 105: 0.6476                      at 0.60       0.3648
 Query 106: 0.3416                      at 0.70       0.3248                                         0.2
 Query 107: 0.2317                      at 0.80       0.2753
 Query 108: 0.1076                      at 0.90       0.2284
 Query 109: 0.2089                      at 1.00       0.1765
 Query 110: 0.9608
                                                                                                     0.0
 Query 111: 0.2730                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.6915                  for all rel. documents
 Query 113: 0.0302                                    0.4107                                                                       Recall
 Query 114: 0.4317                  Precision:
 Query 115: 0.7619                    At    5 docs:   0.4735                                                            Run exeitmgcntmn
 Query 116: 0.2065                    At   10 docs:   0.4306
 Query 117: 0.4986                    At   15 docs:   0.3946                                                           Comparison to median by topic
 Query 118: 0.0951                    At   20 docs:   0.3561                                         +1.0
 Query 119: 0.6251                    At   30 docs:   0.3014
 Query 121: 0.1073                    At 100 docs:    0.1410
 Query 122: 0.0340                    At 200 docs:    0.0827
 Query 123: 0.9747                    At 500 docs:    0.0377
 Query 124: 0.2091                    At 1000 docs:   0.0200                                         +0.5
 Query 125: 0.2395
 Query 126: 0.5589                  R-Precision (prec. after R
 Query 127: 0.5193                  (=num_rel) docs. retrieved):
 Query 128: 0.0021                      Exact:        0.3851
 Query 129: 0.3258                                                                                    0.0
 Query 130: 0.3691
 Query 131: 0.0069
 Query 132: 0.4874
 Query 133: 0.7721
 Query 134: 1.0000
                                                                    Difference (average precision)




 Query 135: 0.5306                                                                                   −0.5
 Query 136: 1.0000
 Query 137: 0.0642
 Query 138: 0.2900
 Query 139: 0.0467
 Query 140: 0.3327                                                                                   −1.0
                                                                                                            91   100       110              120        130   140

                                                                                                                                 Topic number
Univ. Exeter, Monolingual Italian, Auto, TD                                                                              Run exeitmgmn
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 49 queries):                                                 1.0

 Query 91: 0.5132                   Total number of documents
 Query 92: 0.4063                   over all queries
 Query 93: 0.8935                       Retrieved:    49000
                                                                                                     0.8
 Query 94: 0.5321                       Relevant:      1072
 Query 95: 0.1044                       Rel_ret:       1002
 Query 96: 0.4927
 Query 97: 0.5099                   Interpolated Recall -
 Query 98: 0.5896                   Precision Averages:                                              0.6
 Query 99: 0.6445                       at 0.00       0.7354
 Query 100: 0.4855                      at 0.10       0.6333
 Query 101: 0.0979                      at 0.20       0.5650




                                                                    Precision
 Query 102: 0.4029                      at 0.30       0.5355                                         0.4
 Query 103: 0.5124                      at 0.40       0.4765
 Query 104: 0.0606                      at 0.50       0.4475
 Query 105: 0.6345                      at 0.60       0.3831
 Query 106: 0.2334                      at 0.70       0.3321                                         0.2
 Query 107: 0.3374                      at 0.80       0.2893
 Query 108: 0.1382                      at 0.90       0.2354
 Query 109: 0.2485                      at 1.00       0.1700
 Query 110: 0.9524
                                                                                                     0.0
 Query 111: 0.2681                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.6822                  for all rel. documents
 Query 113: 0.0312                                    0.4206                                                                       Recall
 Query 114: 0.4172                  Precision:
 Query 115: 0.8178                    At    5 docs:   0.4980                                                              Run exeitmgmn
 Query 116: 0.2252                    At   10 docs:   0.4347
 Query 117: 0.3889                    At   15 docs:   0.3973                                                           Comparison to median by topic
 Query 118: 0.0994                    At   20 docs:   0.3653                                         +1.0
 Query 119: 0.8352                    At   30 docs:   0.3109
 Query 121: 0.1474                    At 100 docs:    0.1459
 Query 122: 0.0975                    At 200 docs:    0.0837
 Query 123: 0.9806                    At 500 docs:    0.0381
 Query 124: 0.2441                    At 1000 docs:   0.0204                                         +0.5
 Query 125: 0.0946
 Query 126: 0.3360                  R-Precision (prec. after R
 Query 127: 0.5447                  (=num_rel) docs. retrieved):
 Query 128: 0.0030                      Exact:        0.3983
 Query 129: 0.3242                                                                                    0.0
 Query 130: 0.3651
 Query 131: 0.0158
 Query 132: 0.4755
 Query 133: 0.6414
 Query 134: 0.9250
                                                                    Difference (average precision)




 Query 135: 0.7078                                                                                   −0.5
 Query 136: 1.0000
 Query 137: 0.0097
 Query 138: 0.7396
 Query 139: 0.0566
 Query 140: 0.3440                                                                                   −1.0
                                                                                                            91   100       110              120        130   140

                                                                                                                                 Topic number
Univ. Exeter, Monolingual Italian, Auto, TD                                                                              Run exeitorgmn
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 49 queries):                                                 1.0

 Query 91: 0.5129                   Total number of documents
 Query 92: 0.3802                   over all queries
 Query 93: 0.9576                       Retrieved:    49000
                                                                                                     0.8
 Query 94: 0.5356                       Relevant:      1072
 Query 95: 0.1777                       Rel_ret:       1004
 Query 96: 0.4348
 Query 97: 0.5099                   Interpolated Recall -
 Query 98: 0.5391                   Precision Averages:                                              0.6
 Query 99: 0.6861                       at 0.00       0.7474
 Query 100: 0.4159                      at 0.10       0.6828
 Query 101: 0.2105                      at 0.20       0.6187




                                                                    Precision
 Query 102: 0.3502                      at 0.30       0.5650                                         0.4
 Query 103: 0.5749                      at 0.40       0.5166
 Query 104: 0.0567                      at 0.50       0.4954
 Query 105: 0.6321                      at 0.60       0.4201
 Query 106: 0.4123                      at 0.70       0.3594                                         0.2
 Query 107: 0.2690                      at 0.80       0.3089
 Query 108: 0.1382                      at 0.90       0.2635
 Query 109: 0.3532                      at 1.00       0.1957
 Query 110: 0.9443
                                                                                                     0.0
 Query 111: 0.3496                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.6899                  for all rel. documents
 Query 113: 0.0275                                    0.4531                                                                       Recall
 Query 114: 0.4176                  Precision:
 Query 115: 0.8161                    At    5 docs:   0.5224                                                              Run exeitorgmn
 Query 116: 0.6577                    At   10 docs:   0.4796
 Query 117: 0.4602                    At   15 docs:   0.4340                                                           Comparison to median by topic
 Query 118: 0.0941                    At   20 docs:   0.3837                                         +1.0
 Query 119: 0.8107                    At   30 docs:   0.3279
 Query 121: 0.1200                    At 100 docs:    0.1531
 Query 122: 0.0471                    At 200 docs:    0.0876
 Query 123: 0.9773                    At 500 docs:    0.0392
 Query 124: 0.1626                    At 1000 docs:   0.0205                                         +0.5
 Query 125: 0.5979
 Query 126: 0.4963                  R-Precision (prec. after R
 Query 127: 0.4639                  (=num_rel) docs. retrieved):
 Query 128: 0.0033                      Exact:        0.4305
 Query 129: 0.2920                                                                                    0.0
 Query 130: 0.3585
 Query 131: 0.0118
 Query 132: 0.4755
 Query 133: 0.7985
 Query 134: 0.9667
                                                                    Difference (average precision)




 Query 135: 0.7079                                                                                   −0.5
 Query 136: 1.0000
 Query 137: 0.1876
 Query 138: 0.7439
 Query 139: 0.0584
 Query 140: 0.3158                                                                                   −1.0
                                                                                                            91   100       110              120        130   140

                                                                                                                                 Topic number
Univ. Exeter, Monolingual Italian, Auto, TD                                                                             Run exeitwtpimn
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 49 queries):                                                 1.0

 Query 91: 0.5189                   Total number of documents
 Query 92: 0.3483                   over all queries
 Query 93: 0.9008                       Retrieved:    49000
                                                                                                     0.8
 Query 94: 0.5181                       Relevant:      1072
 Query 95: 0.1401                       Rel_ret:        993
 Query 96: 0.4120
 Query 97: 0.4702                   Interpolated Recall -
 Query 98: 0.2949                   Precision Averages:                                              0.6
 Query 99: 0.4699                       at 0.00       0.7364
 Query 100: 0.4968                      at 0.10       0.6732
 Query 101: 0.1652                      at 0.20       0.5748




                                                                    Precision
 Query 102: 0.2800                      at 0.30       0.5070                                         0.4
 Query 103: 0.4996                      at 0.40       0.4590
 Query 104: 0.0850                      at 0.50       0.4308
 Query 105: 0.6909                      at 0.60       0.3684
 Query 106: 0.2627                      at 0.70       0.3301                                         0.2
 Query 107: 0.2716                      at 0.80       0.2836
 Query 108: 0.0829                      at 0.90       0.2203
 Query 109: 0.2165                      at 1.00       0.1641
 Query 110: 0.9299
                                                                                                     0.0
 Query 111: 0.4274                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.6194                  for all rel. documents
 Query 113: 0.0199                                    0.4141                                                                       Recall
 Query 114: 0.3872                  Precision:
 Query 115: 0.6925                    At    5 docs:   0.4939                                                             Run exeitwtpimn
 Query 116: 0.7614                    At   10 docs:   0.4347
 Query 117: 0.3918                    At   15 docs:   0.3850                                                           Comparison to median by topic
 Query 118: 0.1365                    At   20 docs:   0.3561                                         +1.0
 Query 119: 0.7605                    At   30 docs:   0.3102
 Query 121: 0.2381                    At 100 docs:    0.1455
 Query 122: 0.0868                    At 200 docs:    0.0850
 Query 123: 0.9642                    At 500 docs:    0.0385
 Query 124: 0.1219                    At 1000 docs:   0.0203                                         +0.5
 Query 125: 0.3837
 Query 126: 0.4325                  R-Precision (prec. after R
 Query 127: 0.4476                  (=num_rel) docs. retrieved):
 Query 128: 0.0056                      Exact:        0.3963
 Query 129: 0.3708                                                                                    0.0
 Query 130: 0.2994
 Query 131: 0.0126
 Query 132: 0.5111
 Query 133: 0.7631
 Query 134: 0.9250
                                                                    Difference (average precision)




 Query 135: 0.8445                                                                                   −0.5
 Query 136: 0.8420
 Query 137: 0.0865
 Query 138: 0.2250
 Query 139: 0.0615
 Query 140: 0.4156                                                                                   −1.0
                                                                                                            91   100       110              120        130   140

                                                                                                                                 Topic number
Fondazione Ugo Bordini, Monolingual Italian, Auto, TD                                                                        Run fub02
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 49 queries):                                                 1.0

 Query 91: 0.2987                   Total number of documents
 Query 92: 0.4191                   over all queries
 Query 93: 0.9576                       Retrieved:    49000                                          0.8
 Query 94: 0.5216                       Relevant:      1072
 Query 95: 0.0870                       Rel_ret:       1036
 Query 96: 0.5162
 Query 97: 0.9167                   Interpolated Recall -
                                                                                                     0.6
 Query 98: 0.7548                   Precision Averages:
 Query 99: 0.6478                       at 0.00       0.7893
 Query 100: 0.4358                      at 0.10       0.7077




                                                                    Precision
 Query 101: 0.0437                      at 0.20       0.6640
 Query 102: 0.3369                      at 0.30       0.6271                                         0.4
 Query 103: 0.7359                      at 0.40       0.5732
 Query 104: 0.4149                      at 0.50       0.5384
 Query 105: 0.5523                      at 0.60       0.4749
 Query 106: 0.2576                      at 0.70       0.4269                                         0.2
 Query 107: 0.1844                      at 0.80       0.3726
 Query 108: 0.1527                      at 0.90       0.3034
 Query 109: 0.5263                      at 1.00       0.2249
 Query 110: 0.6705
                                                                                                     0.0
 Query 111: 0.2726                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.7228                  for all rel. documents
 Query 113: 0.2337                                    0.5019                                                                       Recall
 Query 114: 0.4726                  Precision:
 Query 115: 0.7345                    At    5 docs:   0.5347                                                                     Run fub02
 Query 116: 0.8711                    At   10 docs:   0.4959                                                           Comparison to median by topic
 Query 117: 0.4272                    At   15 docs:   0.4435
                                                                                                     +1.0
 Query 118: 0.1667                    At   20 docs:   0.4122
 Query 119: 0.8336                    At   30 docs:   0.3537
 Query 121: 0.1407                    At 100 docs:    0.1739
 Query 122: 0.1251                    At 200 docs:    0.0965
 Query 123: 0.9563                    At 500 docs:    0.0412
 Query 124: 0.4502                    At 1000 docs:   0.0211                                         +0.5
 Query 125: 0.7310
 Query 126: 0.6264                  R-Precision (prec. after R
 Query 127: 0.4762                  (=num_rel) docs. retrieved):
 Query 128: 0.0675                      Exact:        0.4659
 Query 129: 0.3042                                                                                    0.0
 Query 130: 0.3822
 Query 131: 0.2438
 Query 132: 0.8095
 Query 133: 0.7179
 Query 134: 0.8000
                                                                    Difference (average precision)




 Query 135: 0.9018                                                                                   −0.5
 Query 136: 0.9881
 Query 137: 0.5576
 Query 138: 0.4400
 Query 139: 0.3610
 Query 140: 0.3493                                                                                   −1.0
                                                                                                            91   100       110              120        130   140

                                                                                                                                 Topic number
Fondazione Ugo Bordini, Monolingual Italian, Auto, TD                                                                       Run fub02b
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 49 queries):                                                 1.0

 Query 91: 0.2987                   Total number of documents
 Query 92: 0.3649                   over all queries
 Query 93: 0.9576                       Retrieved:    49000                                          0.8
 Query 94: 0.5216                       Relevant:      1072
 Query 95: 0.0915                       Rel_ret:       1033
 Query 96: 0.5162
 Query 97: 0.9167                   Interpolated Recall -
                                                                                                     0.6
 Query 98: 0.7548                   Precision Averages:
 Query 99: 0.6478                       at 0.00       0.7631
 Query 100: 0.4648                      at 0.10       0.6816




                                                                    Precision
 Query 101: 0.0354                      at 0.20       0.6433
 Query 102: 0.3369                      at 0.30       0.6113                                         0.4
 Query 103: 0.7405                      at 0.40       0.5568
 Query 104: 0.4821                      at 0.50       0.5225
 Query 105: 0.5523                      at 0.60       0.4621
 Query 106: 0.2576                      at 0.70       0.4172                                         0.2
 Query 107: 0.1844                      at 0.80       0.3631
 Query 108: 0.1527                      at 0.90       0.2946
 Query 109: 0.5263                      at 1.00       0.2211
 Query 110: 0.6705
                                                                                                     0.0
 Query 111: 0.2818                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.7228                  for all rel. documents
 Query 113: 0.2253                                    0.4872                                                                       Recall
 Query 114: 0.3713                  Precision:
 Query 115: 0.7345                    At    5 docs:   0.5102                                                                 Run fub02b
 Query 116: 0.8711                    At   10 docs:   0.4878                                                           Comparison to median by topic
 Query 117: 0.4272                    At   15 docs:   0.4313
                                                                                                     +1.0
 Query 118: 0.1667                    At   20 docs:   0.4020
 Query 119: 0.8423                    At   30 docs:   0.3415
 Query 121: 0.1407                    At 100 docs:    0.1706
 Query 122: 0.1251                    At 200 docs:    0.0951
 Query 123: 0.9563                    At 500 docs:    0.0410
 Query 124: 0.2587                    At 1000 docs:   0.0211                                         +0.5
 Query 125: 0.7310
 Query 126: 0.6264                  R-Precision (prec. after R
 Query 127: 0.4762                  (=num_rel) docs. retrieved):
 Query 128: 0.0675                      Exact:        0.4548
 Query 129: 0.3113                                                                                    0.0
 Query 130: 0.4110
 Query 131: 0.1679
 Query 132: 0.8095
 Query 133: 0.7179
 Query 134: 0.8000
                                                                    Difference (average precision)




 Query 135: 0.9018                                                                                   −0.5
 Query 136: 0.9881
 Query 137: 0.5573
 Query 138: 0.0290
 Query 139: 0.3306
 Query 140: 0.3493                                                                                   −1.0
                                                                                                            91   100       110              120        130   140

                                                                                                                                 Topic number
Fondazione Ugo Bordini, Monolingual Italian, Auto, TD                                                                       Run fub02bl
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 49 queries):                                                 1.0

 Query 91: 0.5144                   Total number of documents
 Query 92: 0.3593                   over all queries
 Query 93: 0.9576                       Retrieved:    49000                                          0.8
 Query 94: 0.5216                       Relevant:      1072
 Query 95: 0.0915                       Rel_ret:       1034
 Query 96: 0.5438
 Query 97: 0.9167                   Interpolated Recall -
                                                                                                     0.6
 Query 98: 0.7548                   Precision Averages:
 Query 99: 0.6450                       at 0.00       0.7810
 Query 100: 0.4784                      at 0.10       0.7076




                                                                    Precision
 Query 101: 0.0354                      at 0.20       0.6721
 Query 102: 0.3521                      at 0.30       0.6210                                         0.4
 Query 103: 0.7487                      at 0.40       0.5634
 Query 104: 0.4821                      at 0.50       0.5293
 Query 105: 0.5523                      at 0.60       0.4554
 Query 106: 0.2630                      at 0.70       0.4120                                         0.2
 Query 107: 0.1614                      at 0.80       0.3652
 Query 108: 0.1533                      at 0.90       0.2929
 Query 109: 0.4970                      at 1.00       0.2194
 Query 110: 0.6705
                                                                                                     0.0
 Query 111: 0.2818                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.7228                  for all rel. documents
 Query 113: 0.2253                                    0.4947                                                                       Recall
 Query 114: 0.3027                  Precision:
 Query 115: 0.7345                    At    5 docs:   0.5224                                                                Run fub02bl
 Query 116: 0.8711                    At   10 docs:   0.4939                                                           Comparison to median by topic
 Query 117: 0.3684                    At   15 docs:   0.4313
                                                                                                     +1.0
 Query 118: 0.2631                    At   20 docs:   0.4000
 Query 119: 0.8462                    At   30 docs:   0.3422
 Query 121: 0.1685                    At 100 docs:    0.1714
 Query 122: 0.1251                    At 200 docs:    0.0951
 Query 123: 0.9669                    At 500 docs:    0.0410
 Query 124: 0.2583                    At 1000 docs:   0.0211                                         +0.5
 Query 125: 0.7404
 Query 126: 0.6264                  R-Precision (prec. after R
 Query 127: 0.4762                  (=num_rel) docs. retrieved):
 Query 128: 0.0675                      Exact:        0.4683
 Query 129: 0.3113                                                                                    0.0
 Query 130: 0.4110
 Query 131: 0.1679
 Query 132: 0.8095
 Query 133: 0.7179
 Query 134: 0.7422
                                                                    Difference (average precision)




 Query 135: 0.9304                                                                                   −0.5
 Query 136: 0.9812
 Query 137: 0.5573
 Query 138: 0.0290
 Query 139: 0.4818
 Query 140: 0.3589                                                                                   −1.0
                                                                                                            91   100       110              120        130   140

                                                                                                                                 Topic number
Fondazione Ugo Bordini, Monolingual Italian, Auto, TD                                                                       Run fub02l
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 49 queries):                                                 1.0

 Query 91: 0.5144                   Total number of documents
 Query 92: 0.4058                   over all queries
 Query 93: 0.9576                       Retrieved:    49000                                          0.8
 Query 94: 0.5216                       Relevant:      1072
 Query 95: 0.0870                       Rel_ret:       1036
 Query 96: 0.5438
 Query 97: 0.9167                   Interpolated Recall -
                                                                                                     0.6
 Query 98: 0.7548                   Precision Averages:
 Query 99: 0.6450                       at 0.00       0.8082
 Query 100: 0.4392                      at 0.10       0.7350




                                                                    Precision
 Query 101: 0.0437                      at 0.20       0.6970
 Query 102: 0.3521                      at 0.30       0.6378                                         0.4
 Query 103: 0.7431                      at 0.40       0.5767
 Query 104: 0.4149                      at 0.50       0.5398
 Query 105: 0.5523                      at 0.60       0.4619
 Query 106: 0.2630                      at 0.70       0.4247                                         0.2
 Query 107: 0.1614                      at 0.80       0.3745
 Query 108: 0.1533                      at 0.90       0.3016
 Query 109: 0.4970                      at 1.00       0.2242
 Query 110: 0.6705
                                                                                                     0.0
 Query 111: 0.2726                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.7228                  for all rel. documents
 Query 113: 0.2337                                    0.5088                                                                       Recall
 Query 114: 0.4563                  Precision:
 Query 115: 0.7345                    At    5 docs:   0.5510                                                                 Run fub02l
 Query 116: 0.8711                    At   10 docs:   0.5061                                                           Comparison to median by topic
 Query 117: 0.3684                    At   15 docs:   0.4422
                                                                                                     +1.0
 Query 118: 0.2631                    At   20 docs:   0.4082
 Query 119: 0.8505                    At   30 docs:   0.3503
 Query 121: 0.1685                    At 100 docs:    0.1745
 Query 122: 0.1251                    At 200 docs:    0.0965
 Query 123: 0.9669                    At 500 docs:    0.0412
 Query 124: 0.4275                    At 1000 docs:   0.0211                                         +0.5
 Query 125: 0.7404
 Query 126: 0.6264                  R-Precision (prec. after R
 Query 127: 0.4762                  (=num_rel) docs. retrieved):
 Query 128: 0.0675                      Exact:        0.4836
 Query 129: 0.3042                                                                                    0.0
 Query 130: 0.3814
 Query 131: 0.2438
 Query 132: 0.8095
 Query 133: 0.7179
 Query 134: 0.7422
                                                                    Difference (average precision)




 Query 135: 0.9304                                                                                   −0.5
 Query 136: 0.9812
 Query 137: 0.5576
 Query 138: 0.4479
 Query 139: 0.4469
 Query 140: 0.3589                                                                                   −1.0
                                                                                                            91   100       110              120        130   140

                                                                                                                                 Topic number
Hummingbird, Monolingual Italian, Auto, TD                                                                                 Run humIT02
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 49 queries):                                                 1.0

 Query 91: 0.3250                   Total number of documents
 Query 92: 0.3639                   over all queries
 Query 93: 0.8937                       Retrieved:    49000                                          0.8
 Query 94: 0.4614                       Relevant:      1072
 Query 95: 0.0606                       Rel_ret:       1004
 Query 96: 0.6006
 Query 97: 0.5932                   Interpolated Recall -
                                                                                                     0.6
 Query 98: 0.7007                   Precision Averages:
 Query 99: 0.3650                       at 0.00       0.7209
 Query 100: 0.4133                      at 0.10       0.6892




                                                                    Precision
 Query 101: 0.0638                      at 0.20       0.6258
 Query 102: 0.3302                      at 0.30       0.5289                                         0.4
 Query 103: 0.6139                      at 0.40       0.4775
 Query 104: 0.0528                      at 0.50       0.4361
 Query 105: 0.6185                      at 0.60       0.3548
 Query 106: 0.3080                      at 0.70       0.2943                                         0.2
 Query 107: 0.1166                      at 0.80       0.2516
 Query 108: 0.1122                      at 0.90       0.1886
 Query 109: 0.2655                      at 1.00       0.1285
 Query 110: 0.8291
                                                                                                     0.0
 Query 111: 0.1224                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.7568                  for all rel. documents
 Query 113: 0.0878                                    0.4075                                                                       Recall
 Query 114: 0.4014                  Precision:
 Query 115: 0.4872                    At    5 docs:   0.5020                                                               Run humIT02
 Query 116: 0.6152                    At   10 docs:   0.4490                                                           Comparison to median by topic
 Query 117: 0.4037                    At   15 docs:   0.3918
                                                                                                     +1.0
 Query 118: 0.1428                    At   20 docs:   0.3582
 Query 119: 0.7004                    At   30 docs:   0.3068
 Query 121: 0.1032                    At 100 docs:    0.1496
 Query 122: 0.0518                    At 200 docs:    0.0866
 Query 123: 0.9350                    At 500 docs:    0.0394
 Query 124: 0.3137                    At 1000 docs:   0.0205                                         +0.5
 Query 125: 0.6763
 Query 126: 0.4659                  R-Precision (prec. after R
 Query 127: 0.4407                  (=num_rel) docs. retrieved):
 Query 128: 0.0733                      Exact:        0.4100
 Query 129: 0.2611                                                                                    0.0
 Query 130: 0.3308
 Query 131: 0.3624
 Query 132: 0.2688
 Query 133: 0.4572
 Query 134: 0.8600
                                                                    Difference (average precision)




 Query 135: 0.4600                                                                                   −0.5
 Query 136: 0.8216
 Query 137: 0.4277
 Query 138: 0.3085
 Query 139: 0.2486
 Query 140: 0.2969                                                                                   −1.0
                                                                                                            91   100       110              120        130   140

                                                                                                                                 Topic number
ITC-IRST, Monolingual Italian, Auto, TD                                                                                    Run IRSTit1
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 49 queries):                                                 1.0

 Query 91: 0.2668                   Total number of documents
 Query 92: 0.4086                   over all queries
 Query 93: 0.9176                       Retrieved:    47599                                          0.8
 Query 94: 0.5213                       Relevant:      1072
 Query 95: 0.0687                       Rel_ret:       1028
 Query 96: 0.4485
 Query 97: 0.8929                   Interpolated Recall -
                                                                                                     0.6
 Query 98: 0.2952                   Precision Averages:
 Query 99: 0.7797                       at 0.00       0.7824
 Query 100: 0.4966                      at 0.10       0.7415




                                                                    Precision
 Query 101: 0.4554                      at 0.20       0.6803
 Query 102: 0.3741                      at 0.30       0.5998                                         0.4
 Query 103: 0.6692                      at 0.40       0.5604
 Query 104: 0.0458                      at 0.50       0.5192
 Query 105: 0.6614                      at 0.60       0.4671
 Query 106: 0.3085                      at 0.70       0.4259                                         0.2
 Query 107: 0.3596                      at 0.80       0.3355
 Query 108: 0.1257                      at 0.90       0.2726
 Query 109: 0.4392                      at 1.00       0.2070
 Query 110: 0.9240
                                                                                                     0.0
 Query 111: 0.3542                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.7524                  for all rel. documents
 Query 113: 0.0690                                    0.4920                                                                       Recall
 Query 114: 0.5011                  Precision:
 Query 115: 0.6266                    At    5 docs:   0.5469                                                                Run IRSTit1
 Query 116: 0.5792                    At   10 docs:   0.4878                                                           Comparison to median by topic
 Query 117: 0.4675                    At   15 docs:   0.4490
                                                                                                     +1.0
 Query 118: 0.2580                    At   20 docs:   0.4082
 Query 119: 0.8216                    At   30 docs:   0.3435
 Query 121: 0.1333                    At 100 docs:    0.1694
 Query 122: 0.0611                    At 200 docs:    0.0954
 Query 123: 0.9552                    At 500 docs:    0.0409
 Query 124: 0.4706                    At 1000 docs:   0.0210                                         +0.5
 Query 125: 0.7600
 Query 126: 0.6942                  R-Precision (prec. after R
 Query 127: 0.4915                  (=num_rel) docs. retrieved):
 Query 128: 0.1325                      Exact:        0.4470
 Query 129: 0.2359                                                                                    0.0
 Query 130: 0.3891
 Query 131: 0.3391
 Query 132: 0.4028
 Query 133: 0.7419
 Query 134: 0.5544
                                                                    Difference (average precision)




 Query 135: 0.8734                                                                                   −0.5
 Query 136: 0.9936
 Query 137: 0.6823
 Query 138: 0.8824
 Query 139: 0.1526
 Query 140: 0.2713                                                                                   −1.0
                                                                                                            91   100       110              120        130   140

                                                                                                                                 Topic number
Océ, Monolingual Italian, Auto, TD                                                                                       Run oce02monIT
 Average precision                   Overall statistics                                                                   Recall−Precision Values
 (individual queries):               (for 49 queries):                                                 1.0

 Query 91: 0.1455                    Total number of documents
 Query 92: 0.3744                    over all queries
 Query 93: 0.8982                        Retrieved:    49000                                          0.8
 Query 94: 0.5159                        Relevant:      1072
 Query 95: 0.1478                        Rel_ret:        995
 Query 96: 0.3567
 Query 97: 0.5417                    Interpolated Recall -                                            0.6
 Query 98: 0.2618                    Precision Averages:
 Query 99: 0.4935                        at 0.00       0.6834
 Query 100: 0.4610                       at 0.10       0.6006




                                                                     Precision
 Query 101: 0.0747                       at 0.20       0.5577
 Query 102: 0.2892                       at 0.30       0.5176                                         0.4
 Query 103: 0.3851                       at 0.40       0.4571
 Query 104: 0.0456                       at 0.50       0.4062
 Query 105: 0.4518                       at 0.60       0.3326
 Query 106: 0.3047                       at 0.70       0.2719                                         0.2
 Query 107: 0.1572                       at 0.80       0.2216
 Query 108: 0.0892                       at 0.90       0.1579
 Query 109: 0.2276                       at 1.00       0.1151
 Query 110: 0.8397                                                                                    0.0
 Query 111: 0.1236                   Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.7412                   for all rel. documents
 Query 113: 0.0471                                     0.3682                                                                       Recall
 Query 114: 0.5308                   Precision:
 Query 115: 0.5192                     At    5 docs:   0.4898                                                             Run oce02monIT
 Query 116: 0.6213                     At   10 docs:   0.4347                                                           Comparison to median by topic
 Query 117: 0.3160                     At   15 docs:   0.3905                                         +1.0
 Query 118: 0.0882                     At   20 docs:   0.3469
 Query 119: 0.7167                     At   30 docs:   0.2932
 Query 121: 0.1024                     At 100 docs:    0.1427
 Query 122: 0.0381                     At 200 docs:    0.0840
 Query 123: 0.9269                     At 500 docs:    0.0383
 Query 124: 0.2082                     At 1000 docs:   0.0203                                         +0.5
 Query 125: 0.5842
 Query 126: 0.3778                   R-Precision (prec. after R
 Query 127: 0.4477                   (=num_rel) docs. retrieved):
 Query 128: 0.0244                       Exact:        0.3899
 Query 129: 0.3365                                                                                     0.0
 Query 130: 0.2535
 Query 131: 0.2996
 Query 132: 0.1428
 Query 133: 0.4537
 Query 134: 0.8769
                                                                     Difference (average precision)




 Query 135: 0.4330                                                                                    −0.5
 Query 136: 0.6913
 Query 137: 0.1703
 Query 138: 0.3831
 Query 139: 0.2805
 Query 140: 0.2446                                                                                    −1.0
                                                                                                             91   100       110              120        130   140

                                                                                                                                  Topic number
Océ, Monolingual Italian, Auto, T                                                                                      Run oce02monITto
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 49 queries):                                                 1.0

 Query 91: 0.0019                   Total number of documents
 Query 92: 0.2638                   over all queries
 Query 93: 0.6667                       Retrieved:    43290                                          0.8
 Query 94: 0.3062                       Relevant:      1072
 Query 95: 0.0162                       Rel_ret:        900
 Query 96: 0.5022
 Query 97: 0.9500                   Interpolated Recall -                                            0.6
 Query 98: 0.0089                   Precision Averages:
 Query 99: 0.3103                       at 0.00       0.7325
 Query 100: 0.4114                      at 0.10       0.5766




                                                                    Precision
 Query 101: 0.4321                      at 0.20       0.5210
 Query 102: 0.3219                      at 0.30       0.4294                                         0.4
 Query 103: 0.3111                      at 0.40       0.3858
 Query 104: 0.0414                      at 0.50       0.3595
 Query 105: 0.4583                      at 0.60       0.2983
 Query 106: 0.0740                      at 0.70       0.2145                                         0.2
 Query 107: 0.0766                      at 0.80       0.1782
 Query 108: 0.1067                      at 0.90       0.1407
 Query 109: 0.2235                      at 1.00       0.1057
 Query 110: 0.3078                                                                                   0.0
 Query 111: 0.1105                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.6312                  for all rel. documents
 Query 113: 0.0527                                    0.3404                                                                       Recall
 Query 114: 0.1261                  Precision:
 Query 115: 0.6194                    At    5 docs:   0.4653                                                            Run oce02monITto
 Query 116: 0.6389                    At   10 docs:   0.3837                                                           Comparison to median by topic
 Query 117: 0.1424                    At   15 docs:   0.3361                                         +1.0
 Query 118: 0.1306                    At   20 docs:   0.2949
 Query 119: 0.2679                    At   30 docs:   0.2476
 Query 121: 0.2173                    At 100 docs:    0.1167
 Query 122: 0.0497                    At 200 docs:    0.0720
 Query 123: 0.9588                    At 500 docs:    0.0343
 Query 124: 0.3950                    At 1000 docs:   0.0184                                         +0.5
 Query 125: 0.5822
 Query 126: 0.5120                  R-Precision (prec. after R
 Query 127: 0.6582                  (=num_rel) docs. retrieved):
 Query 128: 0.0315                      Exact:        0.3479
 Query 129: 0.0679                                                                                    0.0
 Query 130: 0.4092
 Query 131: 0.1723
 Query 132: 0.3833
 Query 133: 0.4254
 Query 134: 0.7196
                                                                    Difference (average precision)




 Query 135: 0.5043                                                                                   −0.5
 Query 136: 0.9936
 Query 137: 0.3900
 Query 138: 0.1409
 Query 139: 0.3745
 Query 140: 0.1846                                                                                   −1.0
                                                                                                            91   100       110              120        130   140

                                                                                                                                 Topic number
IMS Univ. Padova, Monolingual Italian, Auto, TD                                                                             Run PDDN
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 49 queries):                                                 1.0

 Query 91: 0.2704                   Total number of documents
 Query 92: 0.3841                   over all queries
 Query 93: 0.7981                       Retrieved:    49000                                          0.8
 Query 94: 0.4679                       Relevant:      1072
 Query 95: 0.0576                       Rel_ret:        887
 Query 96: 0.2125
 Query 97: 0.5655                   Interpolated Recall -
                                                                                                     0.6
 Query 98: 0.3074                   Precision Averages:
 Query 99: 0.2298                       at 0.00       0.7122
 Query 100: 0.4383                      at 0.10       0.5809




                                                                    Precision
 Query 101: 0.1427                      at 0.20       0.5182
 Query 102: 0.2686                      at 0.30       0.4089                                         0.4
 Query 103: 0.4841                      at 0.40       0.3465
 Query 104: 0.0609                      at 0.50       0.3059
 Query 105: 0.4519                      at 0.60       0.2697
 Query 106: 0.2007                      at 0.70       0.2146                                         0.2
 Query 107: 0.0530                      at 0.80       0.1621
 Query 108: 0.0896                      at 0.90       0.1298
 Query 109: 0.2682                      at 1.00       0.0848
 Query 110: 0.8771                                                                                   0.0
 Query 111: 0.0838                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.7142                  for all rel. documents
 Query 113: 0.1361                                    0.3193                                                                       Recall
 Query 114: 0.1834                  Precision:
 Query 115: 0.3112                    At    5 docs:   0.4367                                                                 Run PDDN
 Query 116: 0.8122                    At   10 docs:   0.3959                                                           Comparison to median by topic
 Query 117: 0.4284                    At   15 docs:   0.3456
                                                                                                     +1.0
 Query 118: 0.0136                    At   20 docs:   0.3020
 Query 119: 0.7398                    At   30 docs:   0.2429
 Query 121: 0.0670                    At 100 docs:    0.1194
 Query 122: 0.0012                    At 200 docs:    0.0715
 Query 123: 0.0000                    At 500 docs:    0.0338
 Query 124: 0.2589                    At 1000 docs:   0.0181                                         +0.5
 Query 125: 0.6216
 Query 126: 0.3529                  R-Precision (prec. after R
 Query 127: 0.4061                  (=num_rel) docs. retrieved):
 Query 128: 0.0373                      Exact:        0.3367
 Query 129: 0.3013                                                                                    0.0
 Query 130: 0.2598
 Query 131: 0.2188
 Query 132: 0.2444
 Query 133: 0.0800
 Query 134: 0.8711
                                                                    Difference (average precision)




 Query 135: 0.3403                                                                                   −0.5
 Query 136: 0.6501
 Query 137: 0.1250
 Query 138: 0.4417
 Query 139: 0.2261
 Query 140: 0.0905                                                                                   −1.0
                                                                                                            91   100       110              120        130   140

                                                                                                                                 Topic number
IMS Univ. Padova, Monolingual Italian, Auto, TD                                                                              Run PDDP
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 49 queries):                                                 1.0

 Query 91: 0.3037                   Total number of documents
 Query 92: 0.3803                   over all queries
 Query 93: 0.8151                       Retrieved:    49000                                          0.8
 Query 94: 0.4574                       Relevant:      1072
 Query 95: 0.0740                       Rel_ret:        914
 Query 96: 0.3033
 Query 97: 0.3765                   Interpolated Recall -
                                                                                                     0.6
 Query 98: 0.1159                   Precision Averages:
 Query 99: 0.4224                       at 0.00       0.7047
 Query 100: 0.3654                      at 0.10       0.6178




                                                                    Precision
 Query 101: 0.3196                      at 0.20       0.5704
 Query 102: 0.3031                      at 0.30       0.4728                                         0.4
 Query 103: 0.3946                      at 0.40       0.3907
 Query 104: 0.0373                      at 0.50       0.3445
 Query 105: 0.5105                      at 0.60       0.2931
 Query 106: 0.2278                      at 0.70       0.2316                                         0.2
 Query 107: 0.2070                      at 0.80       0.1738
 Query 108: 0.1248                      at 0.90       0.1219
 Query 109: 0.2641                      at 1.00       0.0698
 Query 110: 0.8834                                                                                   0.0
 Query 111: 0.1115                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.7184                  for all rel. documents
 Query 113: 0.0551                                    0.3419                                                                       Recall
 Query 114: 0.2878                  Precision:
 Query 115: 0.4295                    At    5 docs:   0.4571                                                                 Run PDDP
 Query 116: 0.7969                    At   10 docs:   0.3837                                                           Comparison to median by topic
 Query 117: 0.3929                    At   15 docs:   0.3333
                                                                                                     +1.0
 Query 118: 0.0294                    At   20 docs:   0.3031
 Query 119: 0.6758                    At   30 docs:   0.2565
 Query 121: 0.2401                    At 100 docs:    0.1263
 Query 122: 0.0002                    At 200 docs:    0.0750
 Query 123: 0.0000                    At 500 docs:    0.0344
 Query 124: 0.1212                    At 1000 docs:   0.0187                                         +0.5
 Query 125: 0.6736
 Query 126: 0.3380                  R-Precision (prec. after R
 Query 127: 0.4774                  (=num_rel) docs. retrieved):
 Query 128: 0.0254                      Exact:        0.3579
 Query 129: 0.2879                                                                                    0.0
 Query 130: 0.2470
 Query 131: 0.1984
 Query 132: 0.5588
 Query 133: 0.1822
 Query 134: 0.7455
                                                                    Difference (average precision)




 Query 135: 0.2362                                                                                   −0.5
 Query 136: 0.6376
 Query 137: 0.4337
 Query 138: 0.5197
 Query 139: 0.2914
 Query 140: 0.1537                                                                                   −1.0
                                                                                                            91   100       110              120        130   140

                                                                                                                                 Topic number
IMS Univ. Padova, Monolingual Italian, Auto, TD                                                                           Run PDDS2PL
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 49 queries):                                                 1.0

 Query 91: 0.2688                   Total number of documents
 Query 92: 0.3533                   over all queries
 Query 93: 0.7900                       Retrieved:    49000                                          0.8
 Query 94: 0.5723                       Relevant:      1072
 Query 95: 0.0553                       Rel_ret:        913
 Query 96: 0.2493
 Query 97: 0.7321                   Interpolated Recall -
                                                                                                     0.6
 Query 98: 0.1275                   Precision Averages:
 Query 99: 0.2859                       at 0.00       0.7296
 Query 100: 0.2942                      at 0.10       0.6053




                                                                    Precision
 Query 101: 0.1935                      at 0.20       0.5146
 Query 102: 0.2225                      at 0.30       0.4265                                         0.4
 Query 103: 0.4008                      at 0.40       0.3397
 Query 104: 0.1660                      at 0.50       0.3042
 Query 105: 0.5106                      at 0.60       0.2504
 Query 106: 0.1716                      at 0.70       0.1939                                         0.2
 Query 107: 0.1734                      at 0.80       0.1505
 Query 108: 0.0798                      at 0.90       0.1084
 Query 109: 0.2648                      at 1.00       0.0686
 Query 110: 0.9021                                                                                   0.0
 Query 111: 0.0769                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.6791                  for all rel. documents
 Query 113: 0.0826                                    0.3173                                                                       Recall
 Query 114: 0.2008                  Precision:
 Query 115: 0.4916                    At    5 docs:   0.4367                                                              Run PDDS2PL
 Query 116: 0.2654                    At   10 docs:   0.3776                                                           Comparison to median by topic
 Query 117: 0.3736                    At   15 docs:   0.3320
                                                                                                     +1.0
 Query 118: 0.0140                    At   20 docs:   0.3000
 Query 119: 0.6461                    At   30 docs:   0.2449
 Query 121: 0.0976                    At 100 docs:    0.1214
 Query 122: 0.0000                    At 200 docs:    0.0720
 Query 123: 0.0000                    At 500 docs:    0.0349
 Query 124: 0.3473                    At 1000 docs:   0.0186                                         +0.5
 Query 125: 0.6647
 Query 126: 0.3434                  R-Precision (prec. after R
 Query 127: 0.4915                  (=num_rel) docs. retrieved):
 Query 128: 0.1192                      Exact:        0.3310
 Query 129: 0.0514                                                                                    0.0
 Query 130: 0.2493
 Query 131: 0.3411
 Query 132: 0.5667
 Query 133: 0.1884
 Query 134: 0.7619
                                                                    Difference (average precision)




 Query 135: 0.2902                                                                                   −0.5
 Query 136: 0.5773
 Query 137: 0.0841
 Query 138: 0.3321
 Query 139: 0.2240
 Query 140: 0.1739                                                                                   −1.0
                                                                                                            91   100       110              120        130   140

                                                                                                                                 Topic number
IMS Univ. Padova, Monolingual Italian, Auto, TD                                                                         Run PDDS2PLL3
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 49 queries):                                                 1.0

 Query 91: 0.2688                   Total number of documents
 Query 92: 0.3533                   over all queries
 Query 93: 0.7900                       Retrieved:    49000                                          0.8
 Query 94: 0.5723                       Relevant:      1072
 Query 95: 0.0563                       Rel_ret:        911
 Query 96: 0.2397
 Query 97: 0.7321                   Interpolated Recall -
                                                                                                     0.6
 Query 98: 0.0589                   Precision Averages:
 Query 99: 0.2806                       at 0.00       0.7137
 Query 100: 0.2942                      at 0.10       0.5967




                                                                    Precision
 Query 101: 0.0595                      at 0.20       0.5241
 Query 102: 0.2252                      at 0.30       0.4349                                         0.4
 Query 103: 0.4105                      at 0.40       0.3499
 Query 104: 0.1648                      at 0.50       0.3099
 Query 105: 0.5103                      at 0.60       0.2632
 Query 106: 0.1830                      at 0.70       0.2064                                         0.2
 Query 107: 0.1743                      at 0.80       0.1605
 Query 108: 0.0816                      at 0.90       0.1053
 Query 109: 0.2648                      at 1.00       0.0638
 Query 110: 0.9021                                                                                   0.0
 Query 111: 0.0569                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.7271                  for all rel. documents
 Query 113: 0.0849                                    0.3200                                                                       Recall
 Query 114: 0.2519                  Precision:
 Query 115: 0.4916                    At    5 docs:   0.4286                                                            Run PDDS2PLL3
 Query 116: 0.4120                    At   10 docs:   0.3796                                                           Comparison to median by topic
 Query 117: 0.3479                    At   15 docs:   0.3238
                                                                                                     +1.0
 Query 118: 0.0275                    At   20 docs:   0.2980
 Query 119: 0.6319                    At   30 docs:   0.2456
 Query 121: 0.0976                    At 100 docs:    0.1224
 Query 122: 0.0000                    At 200 docs:    0.0732
 Query 123: 0.0000                    At 500 docs:    0.0350
 Query 124: 0.1778                    At 1000 docs:   0.0186                                         +0.5
 Query 125: 0.6858
 Query 126: 0.3434                  R-Precision (prec. after R
 Query 127: 0.4876                  (=num_rel) docs. retrieved):
 Query 128: 0.1192                      Exact:        0.3254
 Query 129: 0.4143                                                                                    0.0
 Query 130: 0.2527
 Query 131: 0.3260
 Query 132: 0.5667
 Query 133: 0.1901
 Query 134: 0.7619
                                                                    Difference (average precision)




 Query 135: 0.3412                                                                                   −0.5
 Query 136: 0.4318
 Query 137: 0.0842
 Query 138: 0.4000
 Query 139: 0.1722
 Query 140: 0.1736                                                                                   −1.0
                                                                                                            91   100       110              120        130   140

                                                                                                                                 Topic number
City University, Monolingual Italian, Auto, TD                                                                              Run plit02td
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 49 queries):                                                 1.0

 Query 91: 0.0237                   Total number of documents
 Query 92: 0.3381                   over all queries
 Query 93: 0.4250                       Retrieved:    49000
                                                                                                     0.8
 Query 94: 0.4157                       Relevant:      1072
 Query 95: 0.1025                       Rel_ret:        778
 Query 96: 0.3320
 Query 97: 0.4688                   Interpolated Recall -
 Query 98: 0.0237                   Precision Averages:                                              0.6
 Query 99: 0.3667                       at 0.00       0.6262
 Query 100: 0.0000                      at 0.10       0.5419
 Query 101: 0.3508                      at 0.20       0.4693




                                                                    Precision
 Query 102: 0.3319                      at 0.30       0.3715                                         0.4
 Query 103: 0.0008                      at 0.40       0.3123
 Query 104: 0.0754                      at 0.50       0.2370
 Query 105: 0.3311                      at 0.60       0.1859
 Query 106: 0.0518                      at 0.70       0.1463                                         0.2
 Query 107: 0.0949                      at 0.80       0.1049
 Query 108: 0.0103                      at 0.90       0.0803
 Query 109: 0.0909                      at 1.00       0.0518
 Query 110: 0.7007
                                                                                                     0.0
 Query 111: 0.2244                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.5375                  for all rel. documents
 Query 113: 0.0033                                    0.2662                                                                       Recall
 Query 114: 0.4775                  Precision:
 Query 115: 0.2825                    At    5 docs:   0.3837                                                                Run plit02td
 Query 116: 0.5246                    At   10 docs:   0.3184
 Query 117: 0.2682                    At   15 docs:   0.2762                                                           Comparison to median by topic
 Query 118: 0.3559                    At   20 docs:   0.2561                                         +1.0
 Query 119: 0.7778                    At   30 docs:   0.2184
 Query 121: 0.0130                    At 100 docs:    0.0996
 Query 122: 0.0167                    At 200 docs:    0.0600
 Query 123: 0.9176                    At 500 docs:    0.0286
 Query 124: 0.0872                    At 1000 docs:   0.0159                                         +0.5
 Query 125: 0.6012
 Query 126: 0.4270                  R-Precision (prec. after R
 Query 127: 0.4735                  (=num_rel) docs. retrieved):
 Query 128: 0.0000                      Exact:        0.2672
 Query 129: 0.0000                                                                                    0.0
 Query 130: 0.2619
 Query 131: 0.1692
 Query 132: 0.2587
 Query 133: 0.4388
 Query 134: 0.0432
                                                                    Difference (average precision)




 Query 135: 0.1606                                                                                   −0.5
 Query 136: 0.1874
 Query 137: 0.2822
 Query 138: 0.3644
 Query 139: 0.0173
 Query 140: 0.3386                                                                                   −1.0
                                                                                                            91   100       110              120        130   140

                                                                                                                                 Topic number
IRIT, Toulouse, Monolingual Italian, Auto, TD                                                                            Run RunMonoIt
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 49 queries):                                                 1.0

 Query 91: 0.0867                   Total number of documents
 Query 92: 0.3454                   over all queries
 Query 93: 0.6955                       Retrieved:    49000                                          0.8
 Query 94: 0.3684                       Relevant:      1072
 Query 95: 0.0326                       Rel_ret:        934
 Query 96: 0.0958
 Query 97: 0.6543                   Interpolated Recall -
                                                                                                     0.6
 Query 98: 0.3962                   Precision Averages:
 Query 99: 0.2697                       at 0.00       0.7199
 Query 100: 0.4131                      at 0.10       0.6127




                                                                    Precision
 Query 101: 0.3539                      at 0.20       0.5404
 Query 102: 0.2528                      at 0.30       0.4683                                         0.4
 Query 103: 0.5630                      at 0.40       0.4405
 Query 104: 0.0436                      at 0.50       0.4147
 Query 105: 0.4359                      at 0.60       0.3506
 Query 106: 0.2471                      at 0.70       0.2581                                         0.2
 Query 107: 0.0390                      at 0.80       0.1930
 Query 108: 0.0851                      at 0.90       0.1149
 Query 109: 0.2593                      at 1.00       0.0674
 Query 110: 0.6356                                                                                   0.0
 Query 111: 0.1790                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.6610                  for all rel. documents
 Query 113: 0.1631                                    0.3618                                                                       Recall
 Query 114: 0.2090                  Precision:
 Query 115: 0.6745                    At    5 docs:   0.4490                                                              Run RunMonoIt
 Query 116: 0.5204                    At   10 docs:   0.3878                                                           Comparison to median by topic
 Query 117: 0.3737                    At   15 docs:   0.3660
                                                                                                     +1.0
 Query 118: 0.0619                    At   20 docs:   0.3357
 Query 119: 0.5590                    At   30 docs:   0.2782
 Query 121: 0.0659                    At 100 docs:    0.1357
 Query 122: 0.1440                    At 200 docs:    0.0796
 Query 123: 0.9473                    At 500 docs:    0.0358
 Query 124: 0.3119                    At 1000 docs:   0.0191                                         +0.5
 Query 125: 0.5575
 Query 126: 0.5088                  R-Precision (prec. after R
 Query 127: 0.4398                  (=num_rel) docs. retrieved):
 Query 128: 0.0039                      Exact:        0.3752
 Query 129: 0.4261                                                                                    0.0
 Query 130: 0.2855
 Query 131: 0.2111
 Query 132: 0.6748
 Query 133: 0.3430
 Query 134: 0.8263
                                                                    Difference (average precision)




 Query 135: 0.2681                                                                                   −0.5
 Query 136: 0.7164
 Query 137: 0.1305
 Query 138: 0.7861
 Query 139: 0.2520
 Query 140: 0.1552                                                                                   −1.0
                                                                                                            91   100       110              120        130   140

                                                                                                                                 Topic number
SICS/Conexor, Monolingual Italian, Auto, TD                                                                                Run sicsITIT
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 49 queries):                                                 1.0

 Query 91: 0.0195                   Total number of documents
 Query 92: 0.1786                   over all queries
 Query 93: 0.7673                       Retrieved:    49000                                          0.8
 Query 94: 0.3923                       Relevant:      1072
 Query 95: 0.0255                       Rel_ret:        871
 Query 96: 0.1387
 Query 97: 0.7986                   Interpolated Recall -
                                                                                                     0.6
 Query 98: 0.0289                   Precision Averages:
 Query 99: 0.2660                       at 0.00       0.4859
 Query 100: 0.3677                      at 0.10       0.4203




                                                                    Precision
 Query 101: 0.0531                      at 0.20       0.3494
 Query 102: 0.1391                      at 0.30       0.2960                                         0.4
 Query 103: 0.0983                      at 0.40       0.2588
 Query 104: 0.0136                      at 0.50       0.2344
 Query 105: 0.4997                      at 0.60       0.1869
 Query 106: 0.1294                      at 0.70       0.1514                                         0.2
 Query 107: 0.0326                      at 0.80       0.0967
 Query 108: 0.0139                      at 0.90       0.0690
 Query 109: 0.0639                      at 1.00       0.0484
 Query 110: 0.5131                                                                                   0.0
 Query 111: 0.0096                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.5349                  for all rel. documents
 Query 113: 0.0187                                    0.2239                                                                       Recall
 Query 114: 0.1784                  Precision:
 Query 115: 0.1096                    At    5 docs:   0.3061                                                                Run sicsITIT
 Query 116: 0.4490                    At   10 docs:   0.2714                                                           Comparison to median by topic
 Query 117: 0.1036                    At   15 docs:   0.2408
                                                                                                     +1.0
 Query 118: 0.0314                    At   20 docs:   0.2163
 Query 119: 0.4703                    At   30 docs:   0.1755
 Query 121: 0.0356                    At 100 docs:    0.0943
 Query 122: 0.0086                    At 200 docs:    0.0609
 Query 123: 0.8680                    At 500 docs:    0.0315
 Query 124: 0.0498                    At 1000 docs:   0.0178                                         +0.5
 Query 125: 0.2736
 Query 126: 0.0666                  R-Precision (prec. after R
 Query 127: 0.3231                  (=num_rel) docs. retrieved):
 Query 128: 0.0377                      Exact:        0.2344
 Query 129: 0.2080                                                                                    0.0
 Query 130: 0.2170
 Query 131: 0.2025
 Query 132: 0.2051
 Query 133: 0.0339
 Query 134: 0.5478
                                                                    Difference (average precision)




 Query 135: 0.0890                                                                                   −0.5
 Query 136: 0.6987
 Query 137: 0.0356
 Query 138: 0.3961
 Query 139: 0.0309
 Query 140: 0.2001                                                                                   −1.0
                                                                                                            91   100       110              120        130   140

                                                                                                                                 Topic number
SICS/Conexor, Monolingual Italian, Auto, TD                                                                               Run sicsITITX
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 49 queries):                                                 1.0

 Query 91: 0.0121                   Total number of documents
 Query 92: 0.2009                   over all queries
 Query 93: 0.6597                       Retrieved:    49000                                          0.8
 Query 94: 0.4733                       Relevant:      1072
 Query 95: 0.0553                       Rel_ret:        844
 Query 96: 0.0896
 Query 97: 0.5256                   Interpolated Recall -
                                                                                                     0.6
 Query 98: 0.0177                   Precision Averages:
 Query 99: 0.0554                       at 0.00       0.4421
 Query 100: 0.3614                      at 0.10       0.3502




                                                                    Precision
 Query 101: 0.0454                      at 0.20       0.3025
 Query 102: 0.0845                      at 0.30       0.2423                                         0.4
 Query 103: 0.0781                      at 0.40       0.2103
 Query 104: 0.0181                      at 0.50       0.1854
 Query 105: 0.2801                      at 0.60       0.1439
 Query 106: 0.0954                      at 0.70       0.1137                                         0.2
 Query 107: 0.0204                      at 0.80       0.0774
 Query 108: 0.0010                      at 0.90       0.0465
 Query 109: 0.0705                      at 1.00       0.0278
 Query 110: 0.5025                                                                                   0.0
 Query 111: 0.0215                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.4399                  for all rel. documents
 Query 113: 0.0172                                    0.1836                                                                       Recall
 Query 114: 0.1162                  Precision:
 Query 115: 0.2244                    At    5 docs:   0.2449                                                               Run sicsITITX
 Query 116: 0.1353                    At   10 docs:   0.2224                                                           Comparison to median by topic
 Query 117: 0.0554                    At   15 docs:   0.1850
                                                                                                     +1.0
 Query 118: 0.0173                    At   20 docs:   0.1684
 Query 119: 0.5131                    At   30 docs:   0.1571
 Query 121: 0.0191                    At 100 docs:    0.0880
 Query 122: 0.0071                    At 200 docs:    0.0562
 Query 123: 0.6470                    At 500 docs:    0.0298
 Query 124: 0.0148                    At 1000 docs:   0.0172                                         +0.5
 Query 125: 0.2972
 Query 126: 0.2225                  R-Precision (prec. after R
 Query 127: 0.1936                  (=num_rel) docs. retrieved):
 Query 128: 0.0551                      Exact:        0.1799
 Query 129: 0.0669                                                                                    0.0
 Query 130: 0.1715
 Query 131: 0.0902
 Query 132: 0.1238
 Query 133: 0.0147
 Query 134: 0.8833
                                                                    Difference (average precision)




 Query 135: 0.0911                                                                                   −0.5
 Query 136: 0.6397
 Query 137: 0.0437
 Query 138: 0.0442
 Query 139: 0.0219
 Query 140: 0.1624                                                                                   −1.0
                                                                                                            91   100       110              120        130   140

                                                                                                                                 Topic number
TLR Research, Monolingual Italian, Auto, TD                                                                                      Run tlrit
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 49 queries):                                                 1.0

 Query 91: 0.2179                   Total number of documents
 Query 92: 0.3888                   over all queries
 Query 93: 0.9675                       Retrieved:    48302                                          0.8
 Query 94: 0.4627                       Relevant:      1072
 Query 95: 0.0529                       Rel_ret:       1007
 Query 96: 0.3083
 Query 97: 0.7986                   Interpolated Recall -
                                                                                                     0.6
 Query 98: 0.4470                   Precision Averages:
 Query 99: 0.5126                       at 0.00       0.7855
 Query 100: 0.6016                      at 0.10       0.6923




                                                                    Precision
 Query 101: 0.1035                      at 0.20       0.6150
 Query 102: 0.3439                      at 0.30       0.5304                                         0.4
 Query 103: 0.6808                      at 0.40       0.4855
 Query 104: 0.0435                      at 0.50       0.4481
 Query 105: 0.5652                      at 0.60       0.3558
 Query 106: 0.3350                      at 0.70       0.3122                                         0.2
 Query 107: 0.2564                      at 0.80       0.2420
 Query 108: 0.1129                      at 0.90       0.2033
 Query 109: 0.2737                      at 1.00       0.1438
 Query 110: 0.8548
                                                                                                     0.0
 Query 111: 0.1190                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4               0.6       0.8   1.0
 Query 112: 0.7281                  for all rel. documents
 Query 113: 0.1287                                    0.4159                                                                       Recall
 Query 114: 0.3309                  Precision:
 Query 115: 0.5972                    At    5 docs:   0.5469                                                                     Run tlrit
 Query 116: 0.6840                    At   10 docs:   0.4551                                                           Comparison to median by topic
 Query 117: 0.4960                    At   15 docs:   0.4014
                                                                                                     +1.0
 Query 118: 0.1355                    At   20 docs:   0.3622
 Query 119: 0.7386                    At   30 docs:   0.3027
 Query 121: 0.2074                    At 100 docs:    0.1473
 Query 122: 0.0529                    At 200 docs:    0.0868
 Query 123: 0.9386                    At 500 docs:    0.0395
 Query 124: 0.3728                    At 1000 docs:   0.0206                                         +0.5
 Query 125: 0.6370
 Query 126: 0.4680                  R-Precision (prec. after R
 Query 127: 0.4346                  (=num_rel) docs. retrieved):
 Query 128: 0.1037                      Exact:        0.4072
 Query 129: 0.1922                                                                                    0.0
 Query 130: 0.4334
 Query 131: 0.3008
 Query 132: 0.0926
 Query 133: 0.4468
 Query 134: 0.9267
                                                                    Difference (average precision)




 Query 135: 0.4370                                                                                   −0.5
 Query 136: 0.7561
 Query 137: 0.5125
 Query 138: 0.3229
 Query 139: 0.2487
 Query 140: 0.2108                                                                                   −1.0
                                                                                                            91   100       110               120       130   140

                                                                                                                                 Topic number
University of Amsterdam, Monolingual Italian, Auto, TD                                                                 Run UAmsC02ItItNGiMO
 Average precision                  Overall statistics                                                                     Recall−Precision Values
 (individual queries):              (for 49 queries):                                                 1.0

 Query 91: 0.3020                   Total number of documents
 Query 92: 0.3483                   over all queries
 Query 93: 0.7683                       Retrieved:    49000                                          0.8
 Query 94: 0.5760                       Relevant:      1072
 Query 95: 0.1295                       Rel_ret:        975
 Query 96: 0.6832
 Query 97: 0.9500                   Interpolated Recall -
                                                                                                     0.6
 Query 98: 0.6323                   Precision Averages:
 Query 99: 0.7076                       at 0.00       0.7752
 Query 100: 0.3692                      at 0.10       0.6944




                                                                    Precision
 Query 101: 0.1330                      at 0.20       0.6331
 Query 102: 0.3054                      at 0.30       0.5437                                         0.4
 Query 103: 0.4569                      at 0.40       0.5109
 Query 104: 0.0507                      at 0.50       0.4802
 Query 105: 0.5847                      at 0.60       0.4214
 Query 106: 0.3369                      at 0.70       0.3452                                         0.2
 Query 107: 0.1415                      at 0.80       0.2707
 Query 108: 0.1745                      at 0.90       0.1964
 Query 109: 0.1376                      at 1.00       0.1426
 Query 110: 0.8779
                                                                                                     0.0
 Query 111: 0.2280                  Avg. prec. (non-interpolated)                                      0.0       0.2         0.4              0.6        0.8   1.0
 Query 112: 0.5681                  for all rel. documents
 Query 113: 0.0149                                    0.4407                                                                         Recall
 Query 114: 0.3558                  Precision:
 Query 115: 0.4068                    At    5 docs:   0.5224                                                           Run UAmsC02ItItNGiMO
 Query 116: 0.5491                    At   10 docs:   0.4449                                                             Comparison to median by topic
 Query 117: 0.4682                    At   15 docs:   0.3959
                                                                                                     +1.0
 Query 118: 0.2641                    At   20 docs:   0.3612
 Query 119: 0.8204                    At   30 docs:   0.3116
 Query 121: 0.1021                    At 100 docs:    0.1537
 Query 122: 0.0116                    At 200 docs:    0.0873
 Query 123: 0.9033                    At 500 docs:    0.0387
 Query 124: 0.2417                    At 1000 docs:   0.0199                                         +0.5
 Query 125: 0.6632
 Query 126: 0.5939                  R-Precision (prec. after R
 Query 127: 0.5013                  (=num_rel) docs. retrieved):
 Query 128: 0.0711                      Exact:        0.4163
 Query 129: 0.2315                                                                                    0.0
 Query 130: 0.3479
 Query 131: 0.1702
 Query 132: 0.7917
 Query 133: 0.6299
 Query 134: 0.7092
                                                                    Difference (average precision)




 Query 135: 0.7853                                                                                   −0.5
 Query 136: 0.9516
 Query 137: 0.4176
 Query 138: 0.7145
 Query 139: 0.0717
 Query 140: 0.3428                                                                                   −1.0
                                                                                                            91   100         110              120        130   140

                                                                                                                                   Topic number
Université de Neuchâtel, Monolingual Italian, Auto, TD                                                                     Run UniNEit
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 49 queries):                                                 1.0

 Query 91: 0.5192                   Total number of documents
 Query 92: 0.4124                   over all queries
 Query 93: 0.7853                       Retrieved:    49000                                          0.8
 Query 94: 0.5283                       Relevant:      1072
 Query 95: 0.0800                       Rel_ret:       1022
 Query 96: 0.6166
 Query 97: 0.8750                   Interpolated Recall -
                                                                                                     0.6
 Query 98: 0.7319                   Precision Averages:
 Query 99: 0.6303                       at 0.00       0.8077
 Query 100: 0.4779                      at 0.10       0.7277




                                                                    Precision
 Query 101: 0.0872                      at 0.20       0.6413
 Query 102: 0.3439                      at 0.30       0.5978                                         0.4
 Query 103: 0.6343                      at 0.40       0.5330
 Query 104: 0.0517                      at 0.50       0.4951
 Query 105: 0.6158                      at 0.60       0.4289
 Query 106: 0.3167                      at 0.70       0.3765                                         0.2
 Query 107: 0.2522                      at 0.80       0.2928
 Query 108: 0.1460                      at 0.90       0.2334
 Query 109: 0.3038                      at 1.00       0.1690
 Query 110: 0.8023                                                                                   0.0
 Query 111: 0.3252                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.6745                  for all rel. documents
 Query 113: 0.0425                                    0.4618                                                                       Recall
 Query 114: 0.5216                  Precision:
 Query 115: 0.6618                    At    5 docs:   0.5224                                                                Run UniNEit
 Query 116: 0.5216                    At   10 docs:   0.4816                                                           Comparison to median by topic
 Query 117: 0.3918                    At   15 docs:   0.4463
                                                                                                     +1.0
 Query 118: 0.0614                    At   20 docs:   0.4010
 Query 119: 0.8188                    At   30 docs:   0.3415
 Query 121: 0.1896                    At 100 docs:    0.1627
 Query 122: 0.0942                    At 200 docs:    0.0934
 Query 123: 0.9319                    At 500 docs:    0.0404
 Query 124: 0.4265                    At 1000 docs:   0.0209                                         +0.5
 Query 125: 0.6925
 Query 126: 0.5215                  R-Precision (prec. after R
 Query 127: 0.4774                  (=num_rel) docs. retrieved):
 Query 128: 0.2440                      Exact:        0.4391
 Query 129: 0.3436                                                                                    0.0
 Query 130: 0.3820
 Query 131: 0.4114
 Query 132: 0.6095
 Query 133: 0.4888
 Query 134: 0.7533
                                                                    Difference (average precision)




 Query 135: 0.7179                                                                                   −0.5
 Query 136: 0.9453
 Query 137: 0.1871
 Query 138: 0.3923
 Query 139: 0.2483
 Query 140: 0.3394                                                                                   −1.0
                                                                                                            91   100       110              120        130   140

                                                                                                                                 Topic number
CWI/CNLP, Monolingual Dutch, Auto, T                                                                                        Run AAmoNLt
 Average precision                     Overall statistics                                                                   Recall−Precision Values
 (individual queries):                 (for 50 queries):                                                 1.0

 Query 91: 0.0006                      Total number of documents
 Query 92: 0.3669                      over all queries
 Query 93: 0.7248                          Retrieved:    38605                                          0.8
 Query 94: 0.7346                          Relevant:      1862
 Query 95: 0.5428                          Rel_ret:       1428
 Query 96: 0.3924
 Query 97: 0.4686                      Interpolated Recall -                                            0.6
 Query 98: 0.7885                      Precision Averages:
 Query 99: 0.1897                          at 0.00       0.6770
 Query 100: 0.4834                         at 0.10       0.6046




                                                                       Precision
 Query 101: 0.6525                         at 0.20       0.5254
 Query 102: 0.6261                         at 0.30       0.4678                                         0.4
 Query 103: 0.3270                         at 0.40       0.3909
 Query 104: 0.4570                         at 0.50       0.3449
 Query 105: 0.4555                         at 0.60       0.2891
 Query 106: 0.0666                         at 0.70       0.2521                                         0.2
 Query 107: 0.0250                         at 0.80       0.2155
 Query 108: 0.4992                         at 0.90       0.1539
 Query 109: 0.0500                         at 1.00       0.0964
 Query 110: 0.0081                                                                                      0.0
 Query 111: 0.0000                     Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.5256                     for all rel. documents
 Query 113: 0.0013                                       0.3480                                                                       Recall
 Query 114: 0.1380                     Precision:
 Query 115: 0.0000                       At    5 docs:   0.4960                                                              Run AAmoNLt
 Query 116: 0.1253                       At   10 docs:   0.4280                                                           Comparison to median by topic
 Query 117: 0.0083                       At   15 docs:   0.4053                                         +1.0
 Query 118: 0.0293                       At   20 docs:   0.3660
 Query 119: 0.2202                       At   30 docs:   0.3080
 Query 120: 0.0373                       At 100 docs:    0.1652
 Query 121: 0.4388                       At 200 docs:    0.1052
 Query 122: 0.0528                       At 500 docs:    0.0528
 Query 123: 0.7770                       At 1000 docs:   0.0286                                         +0.5
 Query 124: 0.7069
 Query 125: 0.4073                     R-Precision (prec. after R
 Query 126: 0.0000                     (=num_rel) docs. retrieved):
 Query 127: 0.9455                         Exact:        0.3480
 Query 128: 0.0217                                                                                       0.0
 Query 129: 0.1160
 Query 130: 0.7121
 Query 131: 0.2163
 Query 132: 0.6225
 Query 133: 0.1004
                                                                       Difference (average precision)




 Query 134: 0.7917                                                                                      −0.5
 Query 135: 0.5176
 Query 136: 1.0000
 Query 137: 0.1686
 Query 138: 0.1600
 Query 139: 0.1059                                                                                      −1.0
 Query 140: 0.5958                                                                                             91   100       110              120        130   140

                                                                                                                                    Topic number
CWI/CNLP, Monolingual Dutch, Auto, TD                                                                                    Run AAmoNLtd
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.0497                   Total number of documents
 Query 92: 0.4097                   over all queries
 Query 93: 0.7846                       Retrieved:    50000                                          0.8
 Query 94: 0.7632                       Relevant:      1862
 Query 95: 0.5941                       Rel_ret:       1550
 Query 96: 0.4146
 Query 97: 0.4819                   Interpolated Recall -
                                                                                                     0.6
 Query 98: 0.8413                   Precision Averages:
 Query 99: 0.1099                       at 0.00       0.7446
 Query 100: 0.6056                      at 0.10       0.6647




                                                                    Precision
 Query 101: 0.6520                      at 0.20       0.5564
 Query 102: 0.7046                      at 0.30       0.5074                                         0.4
 Query 103: 0.6521                      at 0.40       0.4387
 Query 104: 0.3772                      at 0.50       0.3983
 Query 105: 0.5289                      at 0.60       0.3473
 Query 106: 0.0648                      at 0.70       0.3063                                         0.2
 Query 107: 0.0270                      at 0.80       0.2765
 Query 108: 0.5342                      at 0.90       0.2084
 Query 109: 0.0333                      at 1.00       0.1350
 Query 110: 1.0000                                                                                   0.0
 Query 111: 0.0016                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.5093                  for all rel. documents
 Query 113: 0.0007                                    0.3988                                                                       Recall
 Query 114: 0.2362                  Precision:
 Query 115: 0.1098                    At    5 docs:   0.5520                                                             Run AAmoNLtd
 Query 116: 0.1544                    At   10 docs:   0.4800                                                           Comparison to median by topic
 Query 117: 0.0208                    At   15 docs:   0.4253
                                                                                                     +1.0
 Query 118: 0.1170                    At   20 docs:   0.3880
 Query 119: 0.5904                    At   30 docs:   0.3360
 Query 120: 0.0974                    At 100 docs:    0.1866
 Query 121: 0.3459                    At 200 docs:    0.1163
 Query 122: 0.0829                    At 500 docs:    0.0571
 Query 123: 0.8390                    At 1000 docs:   0.0310                                         +0.5
 Query 124: 0.7384
 Query 125: 0.4989                  R-Precision (prec. after R
 Query 126: 0.0000                  (=num_rel) docs. retrieved):
 Query 127: 0.6030                      Exact:        0.3909
 Query 128: 0.1006                                                                                    0.0
 Query 129: 0.3646
 Query 130: 0.4387
 Query 131: 0.1756
 Query 132: 0.6136
 Query 133: 0.1047
                                                                    Difference (average precision)




 Query 134: 1.0000                                                                                   −0.5
 Query 135: 0.3703
 Query 136: 0.9667
 Query 137: 0.2357
 Query 138: 0.2820
 Query 139: 0.1019                                                                                   −1.0
 Query 140: 0.6120                                                                                          91   100       110              120        130   140

                                                                                                                                 Topic number
JHU/APL, Monolingual Dutch, Auto, TD                                                                                          Run aplmonl
 Average precision                     Overall statistics                                                                   Recall−Precision Values
 (individual queries):                 (for 50 queries):                                                 1.0

 Query 91: 0.0079                      Total number of documents
 Query 92: 0.4341                      over all queries
 Query 93: 0.7525                          Retrieved:    50000                                          0.8
 Query 94: 0.7897                          Relevant:      1862
 Query 95: 0.6983                          Rel_ret:       1773
 Query 96: 0.4431
 Query 97: 0.6634                      Interpolated Recall -
 Query 98: 0.8417                      Precision Averages:                                              0.6
 Query 99: 0.1666                          at 0.00       0.7624
 Query 100: 0.7414                         at 0.10       0.6895
 Query 101: 0.9040                         at 0.20       0.6383




                                                                       Precision
 Query 102: 0.8546                         at 0.30       0.5909                                         0.4
 Query 103: 0.7169                         at 0.40       0.5609
 Query 104: 0.4724                         at 0.50       0.5294
 Query 105: 0.5088                         at 0.60       0.4870
 Query 106: 0.1145                         at 0.70       0.4495                                         0.2
 Query 107: 0.0239                         at 0.80       0.4018
 Query 108: 0.5569                         at 0.90       0.3333
 Query 109: 0.0674                         at 1.00       0.2055
 Query 110: 1.0000
                                                                                                        0.0
 Query 111: 0.0701                     Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.3668                     for all rel. documents
 Query 113: 0.0388                                       0.5028                                                                       Recall
 Query 114: 0.5735                     Precision:
 Query 115: 0.3071                       At    5 docs:   0.5960                                                                Run aplmonl
 Query 116: 0.5372                       At   10 docs:   0.5260
 Query 117: 0.0795                       At   15 docs:   0.4933                                                           Comparison to median by topic
 Query 118: 0.2076                       At   20 docs:   0.4630                                         +1.0
 Query 119: 0.8740                       At   30 docs:   0.4020
 Query 120: 0.0382                       At 100 docs:    0.2366
 Query 121: 0.3778                       At 200 docs:    0.1441
 Query 122: 0.2049                       At 500 docs:    0.0669
 Query 123: 0.8934                       At 1000 docs:   0.0355                                         +0.5
 Query 124: 0.8980
 Query 125: 0.5756                     R-Precision (prec. after R
 Query 126: 0.0000                     (=num_rel) docs. retrieved):
 Query 127: 0.6421                         Exact:        0.4842
 Query 128: 0.0281                                                                                       0.0
 Query 129: 0.7133
 Query 130: 0.7008
 Query 131: 0.6315
 Query 132: 0.6825
 Query 133: 0.2231
                                                                       Difference (average precision)




 Query 134: 1.0000                                                                                      −0.5
 Query 135: 0.8488
 Query 136: 0.9667
 Query 137: 0.0408
 Query 138: 0.6494
 Query 139: 0.3860                                                                                      −1.0
 Query 140: 0.8279                                                                                             91   100       110              120        130   140

                                                                                                                                    Topic number
Univ. of Ca. at Berkeley 2, Monolingual Dutch, Auto, TD                                                                   Run bky2monl
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.1135                   Total number of documents
 Query 92: 0.4730                   over all queries
 Query 93: 0.7771                       Retrieved:    50000
                                                                                                     0.8
 Query 94: 0.7214                       Relevant:      1862
 Query 95: 0.6982                       Rel_ret:       1734
 Query 96: 0.4031
 Query 97: 0.5953                   Interpolated Recall -
 Query 98: 0.9167                   Precision Averages:                                              0.6
 Query 99: 0.3017                       at 0.00       0.8181
 Query 100: 0.7248                      at 0.10       0.7722
 Query 101: 0.7222                      at 0.20       0.6584




                                                                    Precision
 Query 102: 0.8440                      at 0.30       0.5786                                         0.4
 Query 103: 0.6730                      at 0.40       0.5359
 Query 104: 0.4160                      at 0.50       0.4895
 Query 105: 0.5136                      at 0.60       0.4506
 Query 106: 0.1036                      at 0.70       0.4012                                         0.2
 Query 107: 0.0193                      at 0.80       0.3483
 Query 108: 0.4431                      at 0.90       0.2708
 Query 109: 0.4012                      at 1.00       0.1741
 Query 110: 0.9500
                                                                                                     0.0
 Query 111: 0.2353                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.5298                  for all rel. documents
 Query 113: 0.0006                                    0.4847                                                                       Recall
 Query 114: 0.6605                  Precision:
 Query 115: 0.1763                    At    5 docs:   0.6080                                                               Run bky2monl
 Query 116: 0.4388                    At   10 docs:   0.5200
 Query 117: 0.0843                    At   15 docs:   0.4760                                                           Comparison to median by topic
 Query 118: 0.2238                    At   20 docs:   0.4400                                         +1.0
 Query 119: 0.7116                    At   30 docs:   0.3767
 Query 120: 0.3296                    At 100 docs:    0.2262
 Query 121: 0.3888                    At 200 docs:    0.1406
 Query 122: 0.3098                    At 500 docs:    0.0657
 Query 123: 0.9342                    At 1000 docs:   0.0347                                         +0.5
 Query 124: 0.7458
 Query 125: 0.4204                  R-Precision (prec. after R
 Query 126: 0.0333                  (=num_rel) docs. retrieved):
 Query 127: 0.6367                      Exact:        0.4658
 Query 128: 0.0797                                                                                    0.0
 Query 129: 0.5404
 Query 130: 0.5996
 Query 131: 0.2822
 Query 132: 0.7527
 Query 133: 0.3412
                                                                    Difference (average precision)




 Query 134: 1.0000                                                                                   −0.5
 Query 135: 0.8221
 Query 136: 1.0000
 Query 137: 0.1071
 Query 138: 0.1186
 Query 139: 0.1602                                                                                   −1.0
 Query 140: 0.7630                                                                                          91   100       110              120        130   140

                                                                                                                                 Topic number
Hummingbird, Monolingual Dutch, Auto, TD                                                                                  Run humNL02
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.1222                   Total number of documents
 Query 92: 0.3994                   over all queries
 Query 93: 0.7360                       Retrieved:    50000                                          0.8
 Query 94: 0.7383                       Relevant:      1862
 Query 95: 0.5545                       Rel_ret:       1722
 Query 96: 0.3754
 Query 97: 0.4719                   Interpolated Recall -
                                                                                                     0.6
 Query 98: 0.8819                   Precision Averages:
 Query 99: 0.1864                       at 0.00       0.8253
 Query 100: 0.7559                      at 0.10       0.7364




                                                                    Precision
 Query 101: 0.6546                      at 0.20       0.6160
 Query 102: 0.4661                      at 0.30       0.5353                                         0.4
 Query 103: 0.6774                      at 0.40       0.4871
 Query 104: 0.3504                      at 0.50       0.4495
 Query 105: 0.3954                      at 0.60       0.4073
 Query 106: 0.0802                      at 0.70       0.3546                                         0.2
 Query 107: 0.0409                      at 0.80       0.3111
 Query 108: 0.6140                      at 0.90       0.2351
 Query 109: 0.3697                      at 1.00       0.1376
 Query 110: 1.0000
                                                                                                     0.0
 Query 111: 0.2155                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.5633                  for all rel. documents
 Query 113: 0.0232                                    0.4447                                                                       Recall
 Query 114: 0.2332                  Precision:
 Query 115: 0.2968                    At    5 docs:   0.5840                                                               Run humNL02
 Query 116: 0.6069                    At   10 docs:   0.5040                                                           Comparison to median by topic
 Query 117: 0.1158                    At   15 docs:   0.4547
                                                                                                     +1.0
 Query 118: 0.2075                    At   20 docs:   0.4170
 Query 119: 0.5328                    At   30 docs:   0.3627
 Query 120: 0.2254                    At 100 docs:    0.2084
 Query 121: 0.4011                    At 200 docs:    0.1335
 Query 122: 0.1608                    At 500 docs:    0.0636
 Query 123: 0.8719                    At 1000 docs:   0.0344                                         +0.5
 Query 124: 0.6420
 Query 125: 0.5156                  R-Precision (prec. after R
 Query 126: 0.0588                  (=num_rel) docs. retrieved):
 Query 127: 0.7969                      Exact:        0.4342
 Query 128: 0.0592                                                                                    0.0
 Query 129: 0.4179
 Query 130: 0.5359
 Query 131: 0.2183
 Query 132: 0.5438
 Query 133: 0.1902
                                                                    Difference (average precision)




 Query 134: 1.0000                                                                                   −0.5
 Query 135: 0.6959
 Query 136: 1.0000
 Query 137: 0.0201
 Query 138: 0.1340
 Query 139: 0.3200                                                                                   −1.0
 Query 140: 0.7594                                                                                          91   100       110              120        130   140

                                                                                                                                 Topic number
Hummingbird, Monolingual Dutch, Auto, TDN                                                                                Run humNL02n
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.1359                   Total number of documents
 Query 92: 0.4021                   over all queries
 Query 93: 0.5840                       Retrieved:    50000                                          0.8
 Query 94: 0.7571                       Relevant:      1862
 Query 95: 0.6357                       Rel_ret:       1743
 Query 96: 0.3579
 Query 97: 0.5374                   Interpolated Recall -
                                                                                                     0.6
 Query 98: 0.8819                   Precision Averages:
 Query 99: 0.2042                       at 0.00       0.8757
 Query 100: 0.7913                      at 0.10       0.7678




                                                                    Precision
 Query 101: 0.7950                      at 0.20       0.6847
 Query 102: 0.5691                      at 0.30       0.6166                                         0.4
 Query 103: 0.6883                      at 0.40       0.5524
 Query 104: 0.2572                      at 0.50       0.4914
 Query 105: 0.4778                      at 0.60       0.4325
 Query 106: 0.1260                      at 0.70       0.3704                                         0.2
 Query 107: 0.1106                      at 0.80       0.3264
 Query 108: 0.5943                      at 0.90       0.2498
 Query 109: 0.3812                      at 1.00       0.1538
 Query 110: 1.0000
                                                                                                     0.0
 Query 111: 0.2254                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.5586                  for all rel. documents
 Query 113: 0.0027                                    0.4857                                                                       Recall
 Query 114: 0.4720                  Precision:
 Query 115: 0.4000                    At    5 docs:   0.6320                                                              Run humNL02n
 Query 116: 0.6270                    At   10 docs:   0.5460                                                           Comparison to median by topic
 Query 117: 0.3401                    At   15 docs:   0.4867
                                                                                                     +1.0
 Query 118: 0.3104                    At   20 docs:   0.4340
 Query 119: 0.5423                    At   30 docs:   0.3793
 Query 120: 0.2399                    At 100 docs:    0.2174
 Query 121: 0.4078                    At 200 docs:    0.1371
 Query 122: 0.1669                    At 500 docs:    0.0656
 Query 123: 0.9201                    At 1000 docs:   0.0349                                         +0.5
 Query 124: 0.6605
 Query 125: 0.5320                  R-Precision (prec. after R
 Query 126: 0.2494                  (=num_rel) docs. retrieved):
 Query 127: 0.8909                      Exact:        0.4722
 Query 128: 0.0475                                                                                    0.0
 Query 129: 0.5059
 Query 130: 0.7576
 Query 131: 0.3996
 Query 132: 0.3175
 Query 133: 0.2648
                                                                    Difference (average precision)




 Query 134: 1.0000                                                                                   −0.5
 Query 135: 0.5415
 Query 136: 1.0000
 Query 137: 0.0105
 Query 138: 0.5261
 Query 139: 0.3067                                                                                   −1.0
 Query 140: 0.7743                                                                                          91   100       110              120        130   140

                                                                                                                                 Topic number
MediaLab BV, Monolingual Dutch, Auto, TD                                                                                  Run medialab2
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.0263                   Total number of documents
 Query 92: 0.3739                   over all queries
 Query 93: 0.3772                       Retrieved:    50000                                          0.8
 Query 94: 0.6144                       Relevant:      1862
 Query 95: 0.2450                       Rel_ret:       1425
 Query 96: 0.2917
 Query 97: 0.3560                   Interpolated Recall -
                                                                                                     0.6
 Query 98: 0.9167                   Precision Averages:
 Query 99: 0.1647                       at 0.00       0.6784
 Query 100: 0.2968                      at 0.10       0.5603




                                                                    Precision
 Query 101: 0.4123                      at 0.20       0.4486
 Query 102: 0.7083                      at 0.30       0.4020                                         0.4
 Query 103: 0.5735                      at 0.40       0.3372
 Query 104: 0.1121                      at 0.50       0.2905
 Query 105: 0.4244                      at 0.60       0.2635
 Query 106: 0.0648                      at 0.70       0.2326                                         0.2
 Query 107: 0.0256                      at 0.80       0.2056
 Query 108: 0.0402                      at 0.90       0.1602
 Query 109: 0.0333                      at 1.00       0.1145
 Query 110: 1.0000
                                                                                                     0.0
 Query 111: 0.0008                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.3675                  for all rel. documents
 Query 113: 0.0084                                    0.3167                                                                       Recall
 Query 114: 0.1073                  Precision:
 Query 115: 0.0006                    At    5 docs:   0.4560                                                              Run medialab2
 Query 116: 0.2103                    At   10 docs:   0.4120                                                           Comparison to median by topic
 Query 117: 0.1472                    At   15 docs:   0.3587
                                                                                                     +1.0
 Query 118: 0.1833                    At   20 docs:   0.3250
 Query 119: 0.4975                    At   30 docs:   0.2800
 Query 120: 0.1701                    At 100 docs:    0.1542
 Query 121: 0.3835                    At 200 docs:    0.1026
 Query 122: 0.0678                    At 500 docs:    0.0509
 Query 123: 0.7706                    At 1000 docs:   0.0285                                         +0.5
 Query 124: 0.4664
 Query 125: 0.3989                  R-Precision (prec. after R
 Query 126: 0.0000                  (=num_rel) docs. retrieved):
 Query 127: 0.6395                      Exact:        0.3552
 Query 128: 0.0160                                                                                    0.0
 Query 129: 0.1111
 Query 130: 0.5890
 Query 131: 0.2475
 Query 132: 0.1484
 Query 133: 0.1289
                                                                    Difference (average precision)




 Query 134: 1.0000                                                                                   −0.5
 Query 135: 0.6086
 Query 136: 0.7862
 Query 137: 0.0029
 Query 138: 0.0093
 Query 139: 0.0696                                                                                   −1.0
 Query 140: 0.6415                                                                                          91   100       110              120        130   140

                                                                                                                                 Topic number
MediaLab BV, Monolingual Dutch, Auto, TD                                                                                  Run medialab3
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.0096                   Total number of documents
 Query 92: 0.3920                   over all queries
 Query 93: 0.5536                       Retrieved:    50000                                          0.8
 Query 94: 0.6526                       Relevant:      1862
 Query 95: 0.3573                       Rel_ret:       1453
 Query 96: 0.3049
 Query 97: 0.3288                   Interpolated Recall -
                                                                                                     0.6
 Query 98: 0.9103                   Precision Averages:
 Query 99: 0.2782                       at 0.00       0.7048
 Query 100: 0.4426                      at 0.10       0.5817




                                                                    Precision
 Query 101: 0.4482                      at 0.20       0.4711
 Query 102: 0.6987                      at 0.30       0.4108                                         0.4
 Query 103: 0.5539                      at 0.40       0.3574
 Query 104: 0.1192                      at 0.50       0.3244
 Query 105: 0.5094                      at 0.60       0.2894
 Query 106: 0.0758                      at 0.70       0.2624                                         0.2
 Query 107: 0.0274                      at 0.80       0.2206
 Query 108: 0.1545                      at 0.90       0.1555
 Query 109: 0.0333                      at 1.00       0.1067
 Query 110: 0.9167
                                                                                                     0.0
 Query 111: 0.0006                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.3557                  for all rel. documents
 Query 113: 0.0173                                    0.3344                                                                       Recall
 Query 114: 0.1409                  Precision:
 Query 115: 0.0007                    At    5 docs:   0.5120                                                              Run medialab3
 Query 116: 0.2310                    At   10 docs:   0.4180                                                           Comparison to median by topic
 Query 117: 0.0715                    At   15 docs:   0.3787
                                                                                                     +1.0
 Query 118: 0.1624                    At   20 docs:   0.3440
 Query 119: 0.5027                    At   30 docs:   0.2913
 Query 120: 0.1192                    At 100 docs:    0.1638
 Query 121: 0.3634                    At 200 docs:    0.1085
 Query 122: 0.1068                    At 500 docs:    0.0527
 Query 123: 0.7381                    At 1000 docs:   0.0291                                         +0.5
 Query 124: 0.3869
 Query 125: 0.3764                  R-Precision (prec. after R
 Query 126: 0.0000                  (=num_rel) docs. retrieved):
 Query 127: 0.6452                      Exact:        0.3529
 Query 128: 0.0479                                                                                    0.0
 Query 129: 0.1220
 Query 130: 0.6112
 Query 131: 0.3423
 Query 132: 0.2370
 Query 133: 0.1398
                                                                    Difference (average precision)




 Query 134: 1.0000                                                                                   −0.5
 Query 135: 0.6952
 Query 136: 0.8100
 Query 137: 0.0098
 Query 138: 0.0069
 Query 139: 0.0581                                                                                   −1.0
 Query 140: 0.6549                                                                                          91   100       110              120        130   140

                                                                                                                                 Topic number
MediaLab BV, Monolingual Dutch, Auto, TD                                                                                  Run medialab4
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.0010                   Total number of documents
 Query 92: 0.3476                   over all queries
 Query 93: 0.6614                       Retrieved:    49811                                          0.8
 Query 94: 0.6929                       Relevant:      1862
 Query 95: 0.3564                       Rel_ret:       1391
 Query 96: 0.3111
 Query 97: 0.2970                   Interpolated Recall -
                                                                                                     0.6
 Query 98: 0.7046                   Precision Averages:
 Query 99: 0.3841                       at 0.00       0.6813
 Query 100: 0.1884                      at 0.10       0.5680




                                                                    Precision
 Query 101: 0.4566                      at 0.20       0.4512
 Query 102: 0.6705                      at 0.30       0.3859                                         0.4
 Query 103: 0.4787                      at 0.40       0.3329
 Query 104: 0.1313                      at 0.50       0.3118
 Query 105: 0.5142                      at 0.60       0.2763
 Query 106: 0.0855                      at 0.70       0.2271                                         0.2
 Query 107: 0.0288                      at 0.80       0.1871
 Query 108: 0.2773                      at 0.90       0.1214
 Query 109: 0.0333                      at 1.00       0.0603
 Query 110: 0.3883
                                                                                                     0.0
 Query 111: 0.0027                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.3182                  for all rel. documents
 Query 113: 0.0131                                    0.3035                                                                       Recall
 Query 114: 0.0852                  Precision:
 Query 115: 0.0001                    At    5 docs:   0.4560                                                              Run medialab4
 Query 116: 0.4716                    At   10 docs:   0.3980                                                           Comparison to median by topic
 Query 117: 0.0309                    At   15 docs:   0.3573
                                                                                                     +1.0
 Query 118: 0.0966                    At   20 docs:   0.3200
 Query 119: 0.3710                    At   30 docs:   0.2867
 Query 120: 0.0434                    At 100 docs:    0.1614
 Query 121: 0.2899                    At 200 docs:    0.1002
 Query 122: 0.0962                    At 500 docs:    0.0513
 Query 123: 0.6799                    At 1000 docs:   0.0278                                         +0.5
 Query 124: 0.1782
 Query 125: 0.3246                  R-Precision (prec. after R
 Query 126: 0.0000                  (=num_rel) docs. retrieved):
 Query 127: 0.5900                      Exact:        0.3138
 Query 128: 0.0951                                                                                    0.0
 Query 129: 0.1170
 Query 130: 0.6118
 Query 131: 0.2646
 Query 132: 0.2458
 Query 133: 0.0952
                                                                    Difference (average precision)




 Query 134: 0.8750                                                                                   −0.5
 Query 135: 0.7385
 Query 136: 0.8100
 Query 137: 0.0337
 Query 138: 0.0026
 Query 139: 0.0509                                                                                   −1.0
 Query 140: 0.6367                                                                                          91   100       110              120        130   140

                                                                                                                                 Topic number
MediaLab BV, Monolingual Dutch, Auto, TD                                                                                  Run medialab5
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.0096                   Total number of documents
 Query 92: 0.3974                   over all queries
 Query 93: 0.5528                       Retrieved:    50000                                          0.8
 Query 94: 0.6569                       Relevant:      1862
 Query 95: 0.3556                       Rel_ret:       1454
 Query 96: 0.3222
 Query 97: 0.3286                   Interpolated Recall -
                                                                                                     0.6
 Query 98: 0.8825                   Precision Averages:
 Query 99: 0.3064                       at 0.00       0.7058
 Query 100: 0.3939                      at 0.10       0.5791




                                                                    Precision
 Query 101: 0.4465                      at 0.20       0.4707
 Query 102: 0.6959                      at 0.30       0.4050                                         0.4
 Query 103: 0.5521                      at 0.40       0.3613
 Query 104: 0.1206                      at 0.50       0.3269
 Query 105: 0.5072                      at 0.60       0.2899
 Query 106: 0.0757                      at 0.70       0.2602                                         0.2
 Query 107: 0.0275                      at 0.80       0.2167
 Query 108: 0.1545                      at 0.90       0.1567
 Query 109: 0.0333                      at 1.00       0.1063
 Query 110: 0.9167
                                                                                                     0.0
 Query 111: 0.0006                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.3616                  for all rel. documents
 Query 113: 0.0198                                    0.3341                                                                       Recall
 Query 114: 0.1449                  Precision:
 Query 115: 0.0007                    At    5 docs:   0.5000                                                              Run medialab5
 Query 116: 0.2365                    At   10 docs:   0.4180                                                           Comparison to median by topic
 Query 117: 0.0719                    At   15 docs:   0.3827
                                                                                                     +1.0
 Query 118: 0.1635                    At   20 docs:   0.3440
 Query 119: 0.5066                    At   30 docs:   0.2927
 Query 120: 0.1178                    At 100 docs:    0.1638
 Query 121: 0.3624                    At 200 docs:    0.1084
 Query 122: 0.0998                    At 500 docs:    0.0529
 Query 123: 0.7438                    At 1000 docs:   0.0291                                         +0.5
 Query 124: 0.3816
 Query 125: 0.3805                  R-Precision (prec. after R
 Query 126: 0.0000                  (=num_rel) docs. retrieved):
 Query 127: 0.6428                      Exact:        0.3538
 Query 128: 0.0479                                                                                    0.0
 Query 129: 0.1253
 Query 130: 0.6112
 Query 131: 0.3416
 Query 132: 0.2353
 Query 133: 0.1384
                                                                    Difference (average precision)




 Query 134: 1.0000                                                                                   −0.5
 Query 135: 0.6939
 Query 136: 0.8100
 Query 137: 0.0099
 Query 138: 0.0069
 Query 139: 0.0578                                                                                   −1.0
 Query 140: 0.6550                                                                                          91   100       110              120        130   140

                                                                                                                                 Topic number
Océ, Monolingual Dutch, Auto, TD                                                                                       Run oce02monNL
 Average precision                 Overall statistics                                                                   Recall−Precision Values
 (individual queries):             (for 50 queries):                                                 1.0

 Query 91: 0.1776                  Total number of documents
 Query 92: 0.3688                  over all queries
 Query 93: 0.7182                      Retrieved:    50000                                          0.8
 Query 94: 0.5059                      Relevant:      1862
 Query 95: 0.1883                      Rel_ret:       1538
 Query 96: 0.2415
 Query 97: 0.4858                  Interpolated Recall -                                            0.6
 Query 98: 0.8819                  Precision Averages:
 Query 99: 0.1796                      at 0.00       0.7852
 Query 100: 0.7166                     at 0.10       0.6649




                                                                   Precision
 Query 101: 0.5918                     at 0.20       0.5454
 Query 102: 0.4521                     at 0.30       0.4913                                         0.4
 Query 103: 0.5443                     at 0.40       0.4306
 Query 104: 0.1999                     at 0.50       0.3841
 Query 105: 0.2089                     at 0.60       0.3442
 Query 106: 0.0807                     at 0.70       0.2980                                         0.2
 Query 107: 0.0441                     at 0.80       0.2579
 Query 108: 0.5301                     at 0.90       0.1936
 Query 109: 0.3382                     at 1.00       0.1299
 Query 110: 1.0000                                                                                  0.0
 Query 111: 0.0014                 Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.5090                 for all rel. documents
 Query 113: 0.0076                                   0.3919                                                                       Recall
 Query 114: 0.2155                 Precision:
 Query 115: 0.4457                   At    5 docs:   0.5480                                                            Run oce02monNL
 Query 116: 0.0706                   At   10 docs:   0.4640                                                           Comparison to median by topic
 Query 117: 0.0434                   At   15 docs:   0.4187                                         +1.0
 Query 118: 0.0938                   At   20 docs:   0.3790
 Query 119: 0.6461                   At   30 docs:   0.3220
 Query 120: 0.3073                   At 100 docs:    0.1790
 Query 121: 0.3526                   At 200 docs:    0.1141
 Query 122: 0.1056                   At 500 docs:    0.0561
 Query 123: 0.8328                   At 1000 docs:   0.0308                                         +0.5
 Query 124: 0.6711
 Query 125: 0.5206                 R-Precision (prec. after R
 Query 126: 0.0697                 (=num_rel) docs. retrieved):
 Query 127: 0.8395                     Exact:        0.3957
 Query 128: 0.0206                                                                                   0.0
 Query 129: 0.4672
 Query 130: 0.5561
 Query 131: 0.1603
 Query 132: 0.2284
 Query 133: 0.1717
                                                                   Difference (average precision)




 Query 134: 1.0000                                                                                  −0.5
 Query 135: 0.6382
 Query 136: 1.0000
 Query 137: 0.0019
 Query 138: 0.2139
 Query 139: 0.3639                                                                                  −1.0
 Query 140: 0.5844                                                                                         91   100       110              120        130   140

                                                                                                                                Topic number
Océ, Monolingual Dutch, Auto, T                                                                                      Run oce02monNLto
 Average precision                Overall statistics                                                                   Recall−Precision Values
 (individual queries):            (for 50 queries):                                                 1.0

 Query 91: 0.0003                 Total number of documents
 Query 92: 0.3625                 over all queries
 Query 93: 0.7446                     Retrieved:    41619                                          0.8
 Query 94: 0.7780                     Relevant:      1862
 Query 95: 0.5489                     Rel_ret:       1551
 Query 96: 0.4353
 Query 97: 0.4827                 Interpolated Recall -                                            0.6
 Query 98: 0.8542                 Precision Averages:
 Query 99: 0.2419                     at 0.00       0.7291
 Query 100: 0.5346                    at 0.10       0.6460




                                                                  Precision
 Query 101: 0.6677                    at 0.20       0.5356
 Query 102: 0.6517                    at 0.30       0.4829                                         0.4
 Query 103: 0.2710                    at 0.40       0.4297
 Query 104: 0.5135                    at 0.50       0.3742
 Query 105: 0.4797                    at 0.60       0.3274
 Query 106: 0.0547                    at 0.70       0.2895                                         0.2
 Query 107: 0.0332                    at 0.80       0.2587
 Query 108: 0.5354                    at 0.90       0.1932
 Query 109: 0.2373                    at 1.00       0.1143
 Query 110: 0.0429                                                                                 0.0
 Query 111: 0.0000                Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.3987                for all rel. documents
 Query 113: 0.0011                                  0.3808                                                                       Recall
 Query 114: 0.1326                Precision:
 Query 115: 0.4155                  At    5 docs:   0.5120                                                           Run oce02monNLto
 Query 116: 0.1771                  At   10 docs:   0.4480                                                           Comparison to median by topic
 Query 117: 0.0100                  At   15 docs:   0.4013                                         +1.0
 Query 118: 0.0396                  At   20 docs:   0.3690
 Query 119: 0.1681                  At   30 docs:   0.3287
 Query 120: 0.0390                  At 100 docs:    0.1828
 Query 121: 0.3885                  At 200 docs:    0.1157
 Query 122: 0.0591                  At 500 docs:    0.0565
 Query 123: 0.8044                  At 1000 docs:   0.0310                                         +0.5
 Query 124: 0.5839
 Query 125: 0.3674                R-Precision (prec. after R
 Query 126: 0.1133                (=num_rel) docs. retrieved):
 Query 127: 0.9849                    Exact:        0.3782
 Query 128: 0.0395                                                                                  0.0
 Query 129: 0.0933
 Query 130: 0.7087
 Query 131: 0.3927
 Query 132: 0.4635
 Query 133: 0.1530
                                                                  Difference (average precision)




 Query 134: 0.9500                                                                                 −0.5
 Query 135: 0.7551
 Query 136: 1.0000
 Query 137: 0.1295
 Query 138: 0.1146
 Query 139: 0.3689                                                                                 −1.0
 Query 140: 0.7164                                                                                        91   100       110              120        130   140

                                                                                                                               Topic number
City University, Monolingual Dutch, Auto, T                                                                                 Run pldu02t
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.0000                   Total number of documents
 Query 92: 0.2868                   over all queries
 Query 93: 0.3857                       Retrieved:    50000
                                                                                                     0.8
 Query 94: 0.7848                       Relevant:      1862
 Query 95: 0.3043                       Rel_ret:        987
 Query 96: 0.4454
 Query 97: 0.4495                   Interpolated Recall -
 Query 98: 0.0022                   Precision Averages:                                              0.6
 Query 99: 0.0362                       at 0.00       0.4235
 Query 100: 0.0000                      at 0.10       0.3607
 Query 101: 0.6337                      at 0.20       0.3063




                                                                    Precision
 Query 102: 0.0000                      at 0.30       0.2655                                         0.4
 Query 103: 0.1058                      at 0.40       0.2213
 Query 104: 0.4067                      at 0.50       0.1899
 Query 105: 0.0000                      at 0.60       0.1628
 Query 106: 0.0000                      at 0.70       0.1382                                         0.2
 Query 107: 0.3261                      at 0.80       0.0971
 Query 108: 0.5545                      at 0.90       0.0684
 Query 109: 0.0000                      at 1.00       0.0384
 Query 110: 0.0568
                                                                                                     0.0
 Query 111: 0.0000                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.1961                  for all rel. documents
 Query 113: 0.0006                                    0.1934                                                                       Recall
 Query 114: 0.1288                  Precision:
 Query 115: 0.0000                    At    5 docs:   0.3080                                                                Run pldu02t
 Query 116: 0.6030                    At   10 docs:   0.2820
 Query 117: 0.0000                    At   15 docs:   0.2547                                                           Comparison to median by topic
 Query 118: 0.0224                    At   20 docs:   0.2250                                         +1.0
 Query 119: 0.0049                    At   30 docs:   0.1853
 Query 120: 0.0329                    At 100 docs:    0.1022
 Query 121: 0.0010                    At 200 docs:    0.0639
 Query 122: 0.0000                    At 500 docs:    0.0336
 Query 123: 0.7905                    At 1000 docs:   0.0197                                         +0.5
 Query 124: 0.2013
 Query 125: 0.1441                  R-Precision (prec. after R
 Query 126: 0.0000                  (=num_rel) docs. retrieved):
 Query 127: 0.9783                      Exact:        0.2073
 Query 128: 0.0197                                                                                    0.0
 Query 129: 0.0000
 Query 130: 0.0005
 Query 131: 0.0859
 Query 132: 0.2567
 Query 133: 0.0110
                                                                    Difference (average precision)




 Query 134: 0.0000                                                                                   −0.5
 Query 135: 0.1181
 Query 136: 0.4520
 Query 137: 0.0243
 Query 138: 0.3954
 Query 139: 0.0000                                                                                   −1.0
 Query 140: 0.4222                                                                                          91   100       110              120        130   140

                                                                                                                                 Topic number
City University, Monolingual Dutch, Auto, TD                                                                               Run pldu02td
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.0001                   Total number of documents
 Query 92: 0.3770                   over all queries
 Query 93: 0.1772                       Retrieved:    50000
                                                                                                     0.8
 Query 94: 0.7734                       Relevant:      1862
 Query 95: 0.4906                       Rel_ret:       1193
 Query 96: 0.2660
 Query 97: 0.6642                   Interpolated Recall -
 Query 98: 0.0054                   Precision Averages:                                              0.6
 Query 99: 0.0611                       at 0.00       0.6082
 Query 100: 0.0061                      at 0.10       0.4805
 Query 101: 0.8258                      at 0.20       0.4010




                                                                    Precision
 Query 102: 0.0000                      at 0.30       0.3343                                         0.4
 Query 103: 0.0686                      at 0.40       0.2765
 Query 104: 0.1940                      at 0.50       0.2512
 Query 105: 0.0509                      at 0.60       0.2178
 Query 106: 0.0000                      at 0.70       0.1816                                         0.2
 Query 107: 0.0094                      at 0.80       0.1381
 Query 108: 0.4261                      at 0.90       0.0987
 Query 109: 0.0187                      at 1.00       0.0555
 Query 110: 1.0000
                                                                                                     0.0
 Query 111: 0.0001                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.3606                  for all rel. documents
 Query 113: 0.0077                                    0.2593                                                                       Recall
 Query 114: 0.4132                  Precision:
 Query 115: 0.0255                    At    5 docs:   0.3960                                                                Run pldu02td
 Query 116: 0.3705                    At   10 docs:   0.3460
 Query 117: 0.0088                    At   15 docs:   0.3040                                                           Comparison to median by topic
 Query 118: 0.0264                    At   20 docs:   0.2810                                         +1.0
 Query 119: 0.5186                    At   30 docs:   0.2420
 Query 120: 0.1164                    At 100 docs:    0.1248
 Query 121: 0.0631                    At 200 docs:    0.0769
 Query 122: 0.0584                    At 500 docs:    0.0404
 Query 123: 0.7490                    At 1000 docs:   0.0239                                         +0.5
 Query 124: 0.2743
 Query 125: 0.4048                  R-Precision (prec. after R
 Query 126: 0.2070                  (=num_rel) docs. retrieved):
 Query 127: 0.8655                      Exact:        0.2801
 Query 128: 0.0333                                                                                    0.0
 Query 129: 0.3664
 Query 130: 0.4617
 Query 131: 0.0758
 Query 132: 0.3441
 Query 133: 0.0191
                                                                    Difference (average precision)




 Query 134: 0.3375                                                                                   −0.5
 Query 135: 0.0571
 Query 136: 0.4456
 Query 137: 0.0167
 Query 138: 0.7430
 Query 139: 0.0000                                                                                   −1.0
 Query 140: 0.1784                                                                                          91   100       110              120        130   140

                                                                                                                                 Topic number
TLR Research, Monolingual Dutch, Auto, TD                                                                                        Run tlrnl
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.1171                   Total number of documents
 Query 92: 0.3303                   over all queries
 Query 93: 0.8039                       Retrieved:    50000                                          0.8
 Query 94: 0.7123                       Relevant:      1862
 Query 95: 0.5095                       Rel_ret:       1691
 Query 96: 0.3148
 Query 97: 0.4251                   Interpolated Recall -
                                                                                                     0.6
 Query 98: 0.6799                   Precision Averages:
 Query 99: 0.1416                       at 0.00       0.7341
 Query 100: 0.7238                      at 0.10       0.6606




                                                                    Precision
 Query 101: 0.5886                      at 0.20       0.5746
 Query 102: 0.4895                      at 0.30       0.5116                                         0.4
 Query 103: 0.5780                      at 0.40       0.4641
 Query 104: 0.5298                      at 0.50       0.4411
 Query 105: 0.3784                      at 0.60       0.3954
 Query 106: 0.0285                      at 0.70       0.3471                                         0.2
 Query 107: 0.0294                      at 0.80       0.3081
 Query 108: 0.5126                      at 0.90       0.2133
 Query 109: 0.3857                      at 1.00       0.1257
 Query 110: 1.0000
                                                                                                     0.0
 Query 111: 0.1118                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4               0.6       0.8   1.0
 Query 112: 0.5298                  for all rel. documents
 Query 113: 0.0234                                    0.4141                                                                       Recall
 Query 114: 0.1667                  Precision:
 Query 115: 0.2514                    At    5 docs:   0.4960                                                                     Run tlrnl
 Query 116: 0.4989                    At   10 docs:   0.4440                                                           Comparison to median by topic
 Query 117: 0.0853                    At   15 docs:   0.4093
                                                                                                     +1.0
 Query 118: 0.1586                    At   20 docs:   0.3900
 Query 119: 0.5295                    At   30 docs:   0.3420
 Query 120: 0.2401                    At 100 docs:    0.2022
 Query 121: 0.3582                    At 200 docs:    0.1280
 Query 122: 0.1070                    At 500 docs:    0.0618
 Query 123: 0.8160                    At 1000 docs:   0.0338                                         +0.5
 Query 124: 0.8200
 Query 125: 0.4816                  R-Precision (prec. after R
 Query 126: 0.0471                  (=num_rel) docs. retrieved):
 Query 127: 0.6023                      Exact:        0.4211
 Query 128: 0.0124                                                                                    0.0
 Query 129: 0.5201
 Query 130: 0.3506
 Query 131: 0.0882
 Query 132: 0.6050
 Query 133: 0.1517
                                                                    Difference (average precision)




 Query 134: 1.0000                                                                                   −0.5
 Query 135: 0.6072
 Query 136: 1.0000
 Query 137: 0.0108
 Query 138: 0.2244
 Query 139: 0.2909                                                                                   −1.0
 Query 140: 0.7363                                                                                          91   100       110               120       130   140

                                                                                                                                 Topic number
Univ. of Twente, Monolingual Dutch, Manual, TDN                                                                             Run tnoutn1
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.6087                   Total number of documents
 Query 92: 0.3937                   over all queries
 Query 93: 0.3913                       Retrieved:    47510                                          0.8
 Query 94: 0.8055                       Relevant:      1862
 Query 95: 0.4963                       Rel_ret:       1602
 Query 96: 0.3887
 Query 97: 0.4748                   Interpolated Recall -
                                                                                                     0.6
 Query 98: 0.7300                   Precision Averages:
 Query 99: 0.2637                       at 0.00       0.8535
 Query 100: 0.5479                      at 0.10       0.7594




                                                                    Precision
 Query 101: 0.4675                      at 0.20       0.6562
 Query 102: 0.7800                      at 0.30       0.5866                                         0.4
 Query 103: 0.5004                      at 0.40       0.5290
 Query 104: 0.4637                      at 0.50       0.4686
 Query 105: 0.3311                      at 0.60       0.3862
 Query 106: 0.0891                      at 0.70       0.3245                                         0.2
 Query 107: 0.0523                      at 0.80       0.2443
 Query 108: 0.4860                      at 0.90       0.1846
 Query 109: 0.1826                      at 1.00       0.1176
 Query 110: 0.8500                                                                                   0.0
 Query 111: 0.1441                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.6477                  for all rel. documents
 Query 113: 0.6937                                    0.4471                                                                       Recall
 Query 114: 0.6667                  Precision:
 Query 115: 0.0809                    At    5 docs:   0.6240                                                                Run tnoutn1
 Query 116: 0.6134                    At   10 docs:   0.5440                                                           Comparison to median by topic
 Query 117: 0.1955                    At   15 docs:   0.4853
                                                                                                     +1.0
 Query 118: 0.5820                    At   20 docs:   0.4380
 Query 119: 0.6023                    At   30 docs:   0.3807
 Query 120: 0.0387                    At 100 docs:    0.2014
 Query 121: 0.2908                    At 200 docs:    0.1218
 Query 122: 0.2787                    At 500 docs:    0.0590
 Query 123: 0.6475                    At 1000 docs:   0.0320                                         +0.5
 Query 124: 0.6469
 Query 125: 0.4074                  R-Precision (prec. after R
 Query 126: 0.3001                  (=num_rel) docs. retrieved):
 Query 127: 0.7063                      Exact:        0.4515
 Query 128: 0.0138                                                                                    0.0
 Query 129: 0.3173
 Query 130: 0.8714
 Query 131: 0.2272
 Query 132: 0.2016
 Query 133: 0.1564
                                                                    Difference (average precision)




 Query 134: 1.0000                                                                                   −0.5
 Query 135: 0.1963
 Query 136: 0.9250
 Query 137: 0.3143
 Query 138: 0.3016
 Query 139: 0.3373                                                                                   −1.0
 Query 140: 0.6490                                                                                          91   100       110              120        130   140

                                                                                                                                 Topic number
University of Amsterdam, Monolingual Dutch, Auto, TD                                                                   Run UAmsC02DuDuNGiMO
 Average precision                  Overall statistics                                                                      Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.0407                   Total number of documents
 Query 92: 0.4167                   over all queries
 Query 93: 0.7991                       Retrieved:    50000                                          0.8
 Query 94: 0.7994                       Relevant:      1862
 Query 95: 0.6718                       Rel_ret:       1697
 Query 96: 0.4199
 Query 97: 0.4999                   Interpolated Recall -
                                                                                                     0.6
 Query 98: 0.9333                   Precision Averages:
 Query 99: 0.2418                       at 0.00       0.7502
 Query 100: 0.6162                      at 0.10       0.7049




                                                                    Precision
 Query 101: 0.6704                      at 0.20       0.6269
 Query 102: 0.6964                      at 0.30       0.5757                                         0.4
 Query 103: 0.7070                      at 0.40       0.5178
 Query 104: 0.1275                      at 0.50       0.4807
 Query 105: 0.2679                      at 0.60       0.4348
 Query 106: 0.0831                      at 0.70       0.3868                                         0.2
 Query 107: 0.0186                      at 0.80       0.3375
 Query 108: 0.4947                      at 0.90       0.2522
 Query 109: 0.5390                      at 1.00       0.1468
 Query 110: 0.4304
                                                                                                     0.0
 Query 111: 0.0912                  Avg. prec. (non-interpolated)                                      0.0       0.2          0.4              0.6        0.8   1.0
 Query 112: 0.3053                  for all rel. documents
 Query 113: 0.0029                                    0.4598                                                                          Recall
 Query 114: 0.6349                  Precision:
 Query 115: 0.3875                    At    5 docs:   0.5960                                                           Run UAmsC02DuDuNGiMO
 Query 116: 0.6194                    At   10 docs:   0.5160                                                              Comparison to median by topic
 Query 117: 0.1270                    At   15 docs:   0.4720
                                                                                                     +1.0
 Query 118: 0.1366                    At   20 docs:   0.4330
 Query 119: 0.7295                    At   30 docs:   0.3827
 Query 120: 0.0517                    At 100 docs:    0.2274
 Query 121: 0.3592                    At 200 docs:    0.1392
 Query 122: 0.3483                    At 500 docs:    0.0640
 Query 123: 0.8049                    At 1000 docs:   0.0339                                         +0.5
 Query 124: 0.7875
 Query 125: 0.4776                  R-Precision (prec. after R
 Query 126: 0.0000                  (=num_rel) docs. retrieved):
 Query 127: 0.7955                      Exact:        0.4415
 Query 128: 0.0364                                                                                    0.0
 Query 129: 0.7079
 Query 130: 0.6095
 Query 131: 0.7403
 Query 132: 0.6194
 Query 133: 0.1176
                                                                    Difference (average precision)




 Query 134: 0.8929                                                                                   −0.5
 Query 135: 0.8214
 Query 136: 1.0000
 Query 137: 0.0035
 Query 138: 0.2334
 Query 139: 0.2426                                                                                   −1.0
 Query 140: 0.8334                                                                                          91   100          110              120        130   140

                                                                                                                                    Topic number
University of Amsterdam, Monolingual Dutch, Auto, TD                                                                   Run UAmsC02DuDuNGram
 Average precision                  Overall statistics                                                                      Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.0399                   Total number of documents
 Query 92: 0.3834                   over all queries
 Query 93: 0.8048                       Retrieved:    50000                                          0.8
 Query 94: 0.8332                       Relevant:      1862
 Query 95: 0.6612                       Rel_ret:       1683
 Query 96: 0.4245
 Query 97: 0.6043                   Interpolated Recall -
                                                                                                     0.6
 Query 98: 0.9444                   Precision Averages:
 Query 99: 0.2523                       at 0.00       0.7516
 Query 100: 0.6207                      at 0.10       0.6949




                                                                    Precision
 Query 101: 0.6726                      at 0.20       0.6093
 Query 102: 0.6779                      at 0.30       0.5683                                         0.4
 Query 103: 0.7264                      at 0.40       0.5135
 Query 104: 0.1406                      at 0.50       0.4762
 Query 105: 0.1418                      at 0.60       0.4195
 Query 106: 0.0774                      at 0.70       0.3794                                         0.2
 Query 107: 0.0190                      at 0.80       0.3245
 Query 108: 0.4755                      at 0.90       0.2403
 Query 109: 0.5486                      at 1.00       0.1437
 Query 110: 0.3808
                                                                                                     0.0
 Query 111: 0.1157                  Avg. prec. (non-interpolated)                                      0.0       0.2          0.4              0.6        0.8   1.0
 Query 112: 0.3210                  for all rel. documents
 Query 113: 0.0037                                    0.4542                                                                          Recall
 Query 114: 0.6332                  Precision:
 Query 115: 0.4183                    At    5 docs:   0.5840                                                           Run UAmsC02DuDuNGram
 Query 116: 0.7487                    At   10 docs:   0.5060                                                              Comparison to median by topic
 Query 117: 0.1235                    At   15 docs:   0.4707
                                                                                                     +1.0
 Query 118: 0.1402                    At   20 docs:   0.4380
 Query 119: 0.7297                    At   30 docs:   0.3840
 Query 120: 0.0543                    At 100 docs:    0.2222
 Query 121: 0.3169                    At 200 docs:    0.1371
 Query 122: 0.3888                    At 500 docs:    0.0636
 Query 123: 0.7799                    At 1000 docs:   0.0337                                         +0.5
 Query 124: 0.7655
 Query 125: 0.4012                  R-Precision (prec. after R
 Query 126: 0.0001                  (=num_rel) docs. retrieved):
 Query 127: 0.8026                      Exact:        0.4326
 Query 128: 0.0354                                                                                    0.0
 Query 129: 0.6950
 Query 130: 0.5729
 Query 131: 0.6079
 Query 132: 0.5845
 Query 133: 0.1439
                                                                    Difference (average precision)




 Query 134: 0.8929                                                                                   −0.5
 Query 135: 0.7943
 Query 136: 1.0000
 Query 137: 0.0000
 Query 138: 0.1287
 Query 139: 0.2814                                                                                   −1.0
 Query 140: 0.8017                                                                                          91   100          110              120        130   140

                                                                                                                                    Topic number
Université de Neuchâtel, Monolingual Dutch, Auto, TD                                                                       Run UniNEnl
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 50 queries):                                                 1.0

 Query 91: 0.0083                   Total number of documents
 Query 92: 0.4085                   over all queries
 Query 93: 0.8462                       Retrieved:    50000                                          0.8
 Query 94: 0.7545                       Relevant:      1862
 Query 95: 0.6097                       Rel_ret:       1745
 Query 96: 0.5120
 Query 97: 0.6179                   Interpolated Recall -
                                                                                                     0.6
 Query 98: 0.8819                   Precision Averages:
 Query 99: 0.2722                       at 0.00       0.7793
 Query 100: 0.7956                      at 0.10       0.7036




                                                                    Precision
 Query 101: 0.7279                      at 0.20       0.6364
 Query 102: 0.7434                      at 0.30       0.5819                                         0.4
 Query 103: 0.6776                      at 0.40       0.5450
 Query 104: 0.1816                      at 0.50       0.5120
 Query 105: 0.3785                      at 0.60       0.4660
 Query 106: 0.0641                      at 0.70       0.4105                                         0.2
 Query 107: 0.0233                      at 0.80       0.3697
 Query 108: 0.5776                      at 0.90       0.2938
 Query 109: 0.3220                      at 1.00       0.1734
 Query 110: 1.0000                                                                                   0.0
 Query 111: 0.1025                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 112: 0.4931                  for all rel. documents
 Query 113: 0.0108                                    0.4878                                                                       Recall
 Query 114: 0.3664                  Precision:
 Query 115: 0.4260                    At    5 docs:   0.6080                                                               Run UniNEnl
 Query 116: 0.6476                    At   10 docs:   0.5380                                                           Comparison to median by topic
 Query 117: 0.1107                    At   15 docs:   0.4880
                                                                                                     +1.0
 Query 118: 0.1710                    At   20 docs:   0.4530
 Query 119: 0.7509                    At   30 docs:   0.3960
 Query 120: 0.2022                    At 100 docs:    0.2260
 Query 121: 0.3953                    At 200 docs:    0.1369
 Query 122: 0.2415                    At 500 docs:    0.0656
 Query 123: 0.8618                    At 1000 docs:   0.0349                                         +0.5
 Query 124: 0.8678
 Query 125: 0.5466                  R-Precision (prec. after R
 Query 126: 0.0000                  (=num_rel) docs. retrieved):
 Query 127: 0.8349                      Exact:        0.4776
 Query 128: 0.0431                                                                                    0.0
 Query 129: 0.6747
 Query 130: 0.6686
 Query 131: 0.5535
 Query 132: 0.6716
 Query 133: 0.2662
                                                                    Difference (average precision)




 Query 134: 1.0000                                                                                   −0.5
 Query 135: 0.7804
 Query 136: 1.0000
 Query 137: 0.0049
 Query 138: 0.0426
 Query 139: 0.4188                                                                                   −1.0
 Query 140: 0.8324                                                                                          91   100       110              120        130   140

                                                                                                                                 Topic number
JHU/APL, Monolingual Swedish, Auto, TD                                                                                     Run aplmosv
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 49 queries):                                                 1.0

 Query 91: 0.6054                   Total number of documents
 Query 92: 0.4416                   over all queries
 Query 93: 0.6926                       Retrieved:    49000                                          0.8
 Query 94: 0.9412                       Relevant:      1196
 Query 95: 0.1476                       Rel_ret:       1155
 Query 96: 0.4536
 Query 97: 0.8368                   Interpolated Recall -
 Query 98: 0.8333                   Precision Averages:                                              0.6
 Query 99: 0.2230                       at 0.00       0.7357
 Query 100: 0.5220                      at 0.10       0.6645
 Query 101: 0.7562                      at 0.20       0.5977




                                                                    Precision
 Query 102: 0.6882                      at 0.30       0.5265                                         0.4
 Query 103: 0.1445                      at 0.40       0.5027
 Query 104: 0.4008                      at 0.50       0.4574
 Query 105: 0.0323                      at 0.60       0.3936
 Query 106: 0.2648                      at 0.70       0.3565                                         0.2
 Query 107: 0.4726                      at 0.80       0.3270
 Query 108: 0.3014                      at 0.90       0.2606
 Query 109: 0.1840                      at 1.00       0.2001
 Query 111: 0.0772
                                                                                                     0.0
 Query 112: 0.5655                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 113: 0.0477                  for all rel. documents
 Query 114: 0.3313                                    0.4317                                                                       Recall
 Query 115: 0.2200                  Precision:
 Query 116: 0.1263                    At    5 docs:   0.4857                                                                Run aplmosv
 Query 117: 0.0185                    At   10 docs:   0.4306
 Query 118: 0.4973                    At   15 docs:   0.3728                                                           Comparison to median by topic
 Query 119: 0.8428                    At   20 docs:   0.3439                                         +1.0
 Query 120: 0.0333                    At   30 docs:   0.2980
 Query 121: 0.0227                    At 100 docs:    0.1682
 Query 122: 0.1257                    At 200 docs:    0.0983
 Query 123: 0.9327                    At 500 docs:    0.0444
 Query 124: 0.5464                    At 1000 docs:   0.0236                                         +0.5
 Query 125: 0.4669
 Query 126: 0.0311                  R-Precision (prec. after R
 Query 127: 0.8659                  (=num_rel) docs. retrieved):
 Query 128: 0.3034                      Exact:        0.3986
 Query 129: 0.8144                                                                                    0.0
 Query 130: 0.5930
 Query 131: 0.2568
 Query 132: 0.8229
 Query 133: 0.0044
 Query 134: 0.6429
                                                                    Difference (average precision)




 Query 135: 0.9166                                                                                   −0.5
 Query 136: 0.5304
 Query 137: 0.0653
 Query 138: 0.1583
 Query 139: 0.7326
 Query 140: 0.6212                                                                                   −1.0
                                                                                                            91   100       110              120        130   140

                                                                                                                                 Topic number
Hummingbird, Monolingual Swedish, Auto, TD                                                                                Run humSV02
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 49 queries):                                                 1.0

 Query 91: 0.3441                   Total number of documents
 Query 92: 0.4115                   over all queries
 Query 93: 0.6862                       Retrieved:    48993                                          0.8
 Query 94: 0.8161                       Relevant:      1196
 Query 95: 0.0715                       Rel_ret:        911
 Query 96: 0.3662
 Query 97: 0.5890                   Interpolated Recall -
                                                                                                     0.6
 Query 98: 1.0000                   Precision Averages:
 Query 99: 0.1737                       at 0.00       0.7518
 Query 100: 0.3353                      at 0.10       0.6139




                                                                    Precision
 Query 101: 0.6658                      at 0.20       0.4776
 Query 102: 0.6629                      at 0.30       0.4351                                         0.4
 Query 103: 0.1824                      at 0.40       0.3777
 Query 104: 0.2671                      at 0.50       0.3470
 Query 105: 0.0000                      at 0.60       0.3023
 Query 106: 0.1790                      at 0.70       0.2561                                         0.2
 Query 107: 0.0882                      at 0.80       0.2190
 Query 108: 0.2572                      at 0.90       0.1614
 Query 109: 0.0829                      at 1.00       0.1351
 Query 111: 0.0960
                                                                                                     0.0
 Query 112: 0.8103                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 113: 0.0275                  for all rel. documents
 Query 114: 0.1670                                    0.3441                                                                       Recall
 Query 115: 0.1131                  Precision:
 Query 116: 0.3172                    At    5 docs:   0.4408                                                               Run humSV02
 Query 117: 0.0349                    At   10 docs:   0.3735                                                           Comparison to median by topic
 Query 118: 0.2071                    At   15 docs:   0.3320
                                                                                                     +1.0
 Query 119: 0.7097                    At   20 docs:   0.2898
 Query 120: 0.0111                    At   30 docs:   0.2503
 Query 121: 0.0833                    At 100 docs:    0.1288
 Query 122: 0.0489                    At 200 docs:    0.0764
 Query 123: 0.9587                    At 500 docs:    0.0347
 Query 124: 0.4823                    At 1000 docs:   0.0186                                         +0.5
 Query 125: 0.3141
 Query 126: 0.0000                  R-Precision (prec. after R
 Query 127: 0.6946                  (=num_rel) docs. retrieved):
 Query 128: 0.1453                      Exact:        0.3310
 Query 129: 0.6462                                                                                    0.0
 Query 130: 0.5432
 Query 131: 0.1440
 Query 132: 0.2304
 Query 133: 0.0539
 Query 134: 0.8333
                                                                    Difference (average precision)




 Query 135: 0.3669                                                                                   −0.5
 Query 136: 0.7024
 Query 137: 0.0000
 Query 138: 0.1771
 Query 139: 0.2989
 Query 140: 0.4646                                                                                   −1.0
                                                                                                            91   100       110              120        130   140

                                                                                                                                 Topic number
Hummingbird, Monolingual Swedish, Auto, TDN                                                                              Run humSV02n
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 49 queries):                                                 1.0

 Query 91: 0.2694                   Total number of documents
 Query 92: 0.4028                   over all queries
 Query 93: 0.7595                       Retrieved:    49000                                          0.8
 Query 94: 0.8257                       Relevant:      1196
 Query 95: 0.2382                       Rel_ret:        966
 Query 96: 0.4902
 Query 97: 0.5939                   Interpolated Recall -
                                                                                                     0.6
 Query 98: 1.0000                   Precision Averages:
 Query 99: 0.1574                       at 0.00       0.7546
 Query 100: 0.3045                      at 0.10       0.5862




                                                                    Precision
 Query 101: 0.8384                      at 0.20       0.5368
 Query 102: 0.5486                      at 0.30       0.4703                                         0.4
 Query 103: 0.1528                      at 0.40       0.4234
 Query 104: 0.2745                      at 0.50       0.3819
 Query 105: 0.0017                      at 0.60       0.3421
 Query 106: 0.0986                      at 0.70       0.2890                                         0.2
 Query 107: 0.0598                      at 0.80       0.2388
 Query 108: 0.2250                      at 0.90       0.1822
 Query 109: 0.1750                      at 1.00       0.1318
 Query 111: 0.1847
                                                                                                     0.0
 Query 112: 0.8225                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 113: 0.0069                  for all rel. documents
 Query 114: 0.4724                                    0.3753                                                                       Recall
 Query 115: 0.0295                  Precision:
 Query 116: 0.2503                    At    5 docs:   0.4449                                                              Run humSV02n
 Query 117: 0.0162                    At   10 docs:   0.3980                                                           Comparison to median by topic
 Query 118: 0.3359                    At   15 docs:   0.3510
                                                                                                     +1.0
 Query 119: 0.6958                    At   20 docs:   0.3082
 Query 120: 0.0100                    At   30 docs:   0.2578
 Query 121: 0.1667                    At 100 docs:    0.1329
 Query 122: 0.0718                    At 200 docs:    0.0811
 Query 123: 0.9809                    At 500 docs:    0.0371
 Query 124: 0.5489                    At 1000 docs:   0.0197                                         +0.5
 Query 125: 0.5322
 Query 126: 0.0014                  R-Precision (prec. after R
 Query 127: 0.6043                  (=num_rel) docs. retrieved):
 Query 128: 0.2002                      Exact:        0.3683
 Query 129: 0.6185                                                                                    0.0
 Query 130: 0.7752
 Query 131: 0.0935
 Query 132: 0.1725
 Query 133: 0.1538
 Query 134: 1.0000
                                                                    Difference (average precision)




 Query 135: 0.4359                                                                                   −0.5
 Query 136: 0.6854
 Query 137: 0.0016
 Query 138: 0.3987
 Query 139: 0.2849
 Query 140: 0.4226                                                                                   −1.0
                                                                                                            91   100       110              120        130   140

                                                                                                                                 Topic number
Lexware Labs Ltd., Monolingual Swedish, Auto, TDN                                                                       Run lexware2002
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 49 queries):                                                 1.0

 Query 91: 0.0000                   Total number of documents
 Query 92: 0.0593                   over all queries
 Query 93: 0.0000                       Retrieved:      470                                          0.8
 Query 94: 0.4591                       Relevant:      1196
 Query 95: 0.0117                       Rel_ret:        201
 Query 96: 0.5064
 Query 97: 0.1369                   Interpolated Recall -
                                                                                                     0.6
 Query 98: 1.0000                   Precision Averages:
 Query 99: 0.0000                       at 0.00       0.6709
 Query 100: 0.4623                      at 0.10       0.4587




                                                                    Precision
 Query 101: 0.4372                      at 0.20       0.3521
 Query 102: 0.1845                      at 0.30       0.2191                                         0.4
 Query 103: 0.0250                      at 0.40       0.1857
 Query 104: 0.0526                      at 0.50       0.1691
 Query 105: 0.0000                      at 0.60       0.1052
 Query 106: 0.0788                      at 0.70       0.0608                                         0.2
 Query 107: 0.0143                      at 0.80       0.0582
 Query 108: 0.0526                      at 0.90       0.0204
 Query 109: 0.1053                      at 1.00       0.0204
 Query 111: 0.0000
                                                                                                     0.0
 Query 112: 0.2000                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 113: 0.0078                  for all rel. documents
 Query 114: 0.0667                                    0.1866                                                                       Recall
 Query 115: 0.1343                  Precision:
 Query 116: 0.2197                    At    5 docs:   0.4000                                                             Run lexware2002
 Query 117: 0.0000                    At   10 docs:   0.2898                                                           Comparison to median by topic
 Query 118: 0.0347                    At   15 docs:   0.2190
                                                                                                     +1.0
 Query 119: 0.3748                    At   20 docs:   0.1806
 Query 120: 0.0000                    At   30 docs:   0.1327
 Query 121: 0.0000                    At 100 docs:    0.0410
 Query 122: 0.0656                    At 200 docs:    0.0205
 Query 123: 0.2583                    At 500 docs:    0.0082
 Query 124: 0.0132                    At 1000 docs:   0.0041                                         +0.5
 Query 125: 0.1337
 Query 126: 0.2778                  R-Precision (prec. after R
 Query 127: 0.8594                  (=num_rel) docs. retrieved):
 Query 128: 0.2353                      Exact:        0.2254
 Query 129: 0.0000                                                                                    0.0
 Query 130: 0.4028
 Query 131: 0.0000
 Query 132: 0.1960
 Query 133: 0.2577
 Query 134: 0.5000
                                                                    Difference (average precision)




 Query 135: 0.0364                                                                                   −0.5
 Query 136: 0.7844
 Query 137: 0.0556
 Query 138: 0.1250
 Query 139: 0.2642
 Query 140: 0.0562                                                                                   −1.0
                                                                                                            91   100       110              120        130   140

                                                                                                                                 Topic number
SICS/Conexor, Monolingual Swedish, Auto, TD                                                                               Run sicsSVSV
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 49 queries):                                                 1.0

 Query 91: 0.1710                   Total number of documents
 Query 92: 0.1946                   over all queries
 Query 93: 0.5692                       Retrieved:    49000                                          0.8
 Query 94: 0.0306                       Relevant:      1196
 Query 95: 0.0333                       Rel_ret:        836
 Query 96: 0.0584
 Query 97: 0.2670                   Interpolated Recall -
                                                                                                     0.6
 Query 98: 0.0618                   Precision Averages:
 Query 99: 0.2315                       at 0.00       0.3513
 Query 100: 0.1805                      at 0.10       0.3008




                                                                    Precision
 Query 101: 0.0360                      at 0.20       0.2343
 Query 102: 0.3511                      at 0.30       0.1698                                         0.4
 Query 103: 0.1169                      at 0.40       0.1482
 Query 104: 0.1134                      at 0.50       0.1342
 Query 105: 0.0002                      at 0.60       0.1134
 Query 106: 0.0602                      at 0.70       0.0904                                         0.2
 Query 107: 0.0862                      at 0.80       0.0737
 Query 108: 0.1330                      at 0.90       0.0439
 Query 109: 0.1485                      at 1.00       0.0354
 Query 111: 0.0014                                                                                   0.0
 Query 112: 0.1057                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 113: 0.0031                  for all rel. documents
 Query 114: 0.0621                                    0.1347                                                                       Recall
 Query 115: 0.0194                  Precision:
 Query 116: 0.0957                    At    5 docs:   0.1714                                                               Run sicsSVSV
 Query 117: 0.0010                    At   10 docs:   0.1633                                                           Comparison to median by topic
 Query 118: 0.0065                    At   15 docs:   0.1646
                                                                                                     +1.0
 Query 119: 0.5697                    At   20 docs:   0.1500
 Query 120: 0.0069                    At   30 docs:   0.1395
 Query 121: 0.0455                    At 100 docs:    0.0796
 Query 122: 0.0218                    At 200 docs:    0.0552
 Query 123: 0.6251                    At 500 docs:    0.0295
 Query 124: 0.1125                    At 1000 docs:   0.0171                                         +0.5
 Query 125: 0.0137
 Query 126: 0.0000                  R-Precision (prec. after R
 Query 127: 0.1028                  (=num_rel) docs. retrieved):
 Query 128: 0.0298                      Exact:        0.1432
 Query 129: 0.1057                                                                                    0.0
 Query 130: 0.3248
 Query 131: 0.0180
 Query 132: 0.2216
 Query 133: 0.0120
 Query 134: 0.1825
                                                                    Difference (average precision)




 Query 135: 0.0877                                                                                   −0.5
 Query 136: 0.3410
 Query 137: 0.0607
 Query 138: 0.1306
 Query 139: 0.1871
 Query 140: 0.2638                                                                                   −1.0
                                                                                                            91   100       110              120        130   140

                                                                                                                                 Topic number
SICS/Conexor, Monolingual Swedish, Auto, TD                                                                              Run sicsSVSVX
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 49 queries):                                                 1.0

 Query 91: 0.1804                   Total number of documents
 Query 92: 0.2015                   over all queries
 Query 93: 0.2998                       Retrieved:    49000                                          0.8
 Query 94: 0.0048                       Relevant:      1196
 Query 95: 0.1775                       Rel_ret:        850
 Query 96: 0.0490
 Query 97: 0.1566                   Interpolated Recall -
                                                                                                     0.6
 Query 98: 0.0063                   Precision Averages:
 Query 99: 0.0121                       at 0.00       0.3119
 Query 100: 0.2454                      at 0.10       0.2635




                                                                    Precision
 Query 101: 0.0295                      at 0.20       0.1905
 Query 102: 0.1949                      at 0.30       0.1274                                         0.4
 Query 103: 0.0282                      at 0.40       0.1051
 Query 104: 0.0778                      at 0.50       0.0919
 Query 105: 0.0048                      at 0.60       0.0800
 Query 106: 0.0233                      at 0.70       0.0641                                         0.2
 Query 107: 0.0161                      at 0.80       0.0515
 Query 108: 0.0373                      at 0.90       0.0297
 Query 109: 0.1214                      at 1.00       0.0193
 Query 111: 0.0025                                                                                   0.0
 Query 112: 0.0979                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 113: 0.0041                  for all rel. documents
 Query 114: 0.0896                                    0.1053                                                                       Recall
 Query 115: 0.0251                  Precision:
 Query 116: 0.0603                    At    5 docs:   0.1306                                                             Run sicsSVSVX
 Query 117: 0.0004                    At   10 docs:   0.1510                                                           Comparison to median by topic
 Query 118: 0.0022                    At   15 docs:   0.1415
                                                                                                     +1.0
 Query 119: 0.1006                    At   20 docs:   0.1367
 Query 120: 0.0089                    At   30 docs:   0.1204
 Query 121: 0.0400                    At 100 docs:    0.0757
 Query 122: 0.0193                    At 200 docs:    0.0509
 Query 123: 0.5114                    At 500 docs:    0.0288
 Query 124: 0.1053                    At 1000 docs:   0.0173                                         +0.5
 Query 125: 0.0937
 Query 126: 0.0000                  R-Precision (prec. after R
 Query 127: 0.0159                  (=num_rel) docs. retrieved):
 Query 128: 0.0029                      Exact:        0.1170
 Query 129: 0.1423                                                                                    0.0
 Query 130: 0.4696
 Query 131: 0.0137
 Query 132: 0.2391
 Query 133: 0.0057
 Query 134: 0.0418
                                                                    Difference (average precision)




 Query 135: 0.1852                                                                                   −0.5
 Query 136: 0.2970
 Query 137: 0.0041
 Query 138: 0.0706
 Query 139: 0.1928
 Query 140: 0.4492                                                                                   −1.0
                                                                                                            91   100       110              120        130   140

                                                                                                                                 Topic number
SICS/Conexor, Monolingual Swedish, Auto, T                                                                                Run siteseeker
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 49 queries):                                                 1.0

 Query 91: 0.0909                   Total number of documents
 Query 92: 0.0240                   over all queries
 Query 93: 0.6593                       Retrieved:     1796                                          0.8
 Query 94: 0.5610                       Relevant:      1196
 Query 95: 0.0144                       Rel_ret:        190
 Query 96: 0.0556
 Query 97: 0.1429                   Interpolated Recall -
                                                                                                     0.6
 Query 98: 0.5000                   Precision Averages:
 Query 99: 0.0833                       at 0.00       0.5394
 Query 100: 0.0385                      at 0.10       0.3046




                                                                    Precision
 Query 101: 0.0083                      at 0.20       0.1873
 Query 102: 0.0761                      at 0.30       0.1154                                         0.4
 Query 103: 0.0500                      at 0.40       0.1102
 Query 104: 0.0787                      at 0.50       0.1029
 Query 105: 0.0000                      at 0.60       0.0364
 Query 106: 0.0707                      at 0.70       0.0350                                         0.2
 Query 107: 0.0333                      at 0.80       0.0340
 Query 108: 0.0357                      at 0.90       0.0290
 Query 109: 0.1930                      at 1.00       0.0290
 Query 111: 0.2364                                                                                   0.0
 Query 112: 0.1345                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8   1.0
 Query 113: 0.0166                  for all rel. documents
 Query 114: 0.0383                                    0.1143                                                                       Recall
 Query 115: 0.0556                  Precision:
 Query 116: 0.1757                    At    5 docs:   0.2408                                                               Run siteseeker
 Query 117: 0.0108                    At   10 docs:   0.1816                                                           Comparison to median by topic
 Query 118: 0.2000                    At   15 docs:   0.1293
                                                                                                     +1.0
 Query 119: 0.0556                    At   20 docs:   0.1051
 Query 120: 0.0086                    At   30 docs:   0.0762
 Query 121: 0.0000                    At 100 docs:    0.0290
 Query 122: 0.0000                    At 200 docs:    0.0160
 Query 123: 0.0000                    At 500 docs:    0.0076
 Query 124: 0.0263                    At 1000 docs:   0.0039                                         +0.5
 Query 125: 0.0290
 Query 126: 0.0000                  R-Precision (prec. after R
 Query 127: 0.0000                  (=num_rel) docs. retrieved):
 Query 128: 0.0075                      Exact:        0.1331
 Query 129: 0.0000                                                                                    0.0
 Query 130: 0.0000
 Query 131: 0.0000
 Query 132: 0.0222
 Query 133: 0.0000
 Query 134: 0.5000
                                                                    Difference (average precision)




 Query 135: 0.0364                                                                                   −0.5
 Query 136: 0.5423
 Query 137: 0.1667
 Query 138: 0.1250
 Query 139: 0.0000
 Query 140: 0.4976                                                                                   −1.0
                                                                                                            91   100       110              120        130   140

                                                                                                                                 Topic number
TLR Research, Monolingual Swedish, Auto, TD                                                                                      Run tlrsv
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 49 queries):                                                 1.0

 Query 91: 0.1588                   Total number of documents
 Query 92: 0.3121                   over all queries
 Query 93: 0.3657                       Retrieved:    48458                                          0.8
 Query 94: 0.8248                       Relevant:      1196
 Query 95: 0.0464                       Rel_ret:        599
 Query 96: 0.1806
 Query 97: 0.5589                   Interpolated Recall -
                                                                                                     0.6
 Query 98: 0.5000                   Precision Averages:
 Query 99: 0.2716                       at 0.00       0.6682
 Query 100: 0.2727                      at 0.10       0.5441




                                                                    Precision
 Query 101: 0.0075                      at 0.20       0.4121
 Query 102: 0.3455                      at 0.30       0.3196                                         0.4
 Query 103: 0.1430                      at 0.40       0.2569
 Query 104: 0.3735                      at 0.50       0.2351
 Query 105: 0.0007                      at 0.60       0.1831
 Query 106: 0.1711                      at 0.70       0.1384                                         0.2
 Query 107: 0.0071                      at 0.80       0.1020
 Query 108: 0.3231                      at 0.90       0.0398
 Query 109: 0.1305                      at 1.00       0.0321
 Query 111: 0.1364
                                                                                                     0.0
 Query 112: 0.7100                  Avg. prec. (non-interpolated)                                      0.0       0.2       0.4               0.6       0.8   1.0
 Query 113: 0.0399                  for all rel. documents
 Query 114: 0.0507                                    0.2439                                                                       Recall
 Query 115: 0.0556                  Precision:
 Query 116: 0.0227                    At    5 docs:   0.4000                                                                     Run tlrsv
 Query 117: 0.0549                    At   10 docs:   0.3245                                                           Comparison to median by topic
 Query 118: 0.2986                    At   15 docs:   0.2803
                                                                                                     +1.0
 Query 119: 0.7396                    At   20 docs:   0.2551
 Query 120: 0.0000                    At   30 docs:   0.2054
 Query 121: 0.0455                    At 100 docs:    0.0943
 Query 122: 0.0367                    At 200 docs:    0.0536
 Query 123: 0.6875                    At 500 docs:    0.0233
 Query 124: 0.2609                    At 1000 docs:   0.0122                                         +0.5
 Query 125: 0.1261
 Query 126: 0.0005                  R-Precision (prec. after R
 Query 127: 0.1482                  (=num_rel) docs. retrieved):
 Query 128: 0.0551                      Exact:        0.2700
 Query 129: 0.2131                                                                                    0.0
 Query 130: 0.3583
 Query 131: 0.0369
 Query 132: 0.2743
 Query 133: 0.0197
 Query 134: 0.8333
                                                                    Difference (average precision)




 Query 135: 0.3142                                                                                   −0.5
 Query 136: 0.8571
 Query 137: 0.0000
 Query 138: 0.1912
 Query 139: 0.1756
 Query 140: 0.2142                                                                                   −1.0
                                                                                                            91   100       110               120       130   140

                                                                                                                                 Topic number
University of Amsterdam, Monolingual Swedish, Auto, TD                                                                 Run UAmsC02SwSwNGram
 Average precision                  Overall statistics                                                                      Recall−Precision Values
 (individual queries):              (for 49 queries):                                                 1.0

 Query 91: 0.4894                   Total number of documents
 Query 92: 0.4932                   over all queries
 Query 93: 0.6833                       Retrieved:    49000                                          0.8
 Query 94: 0.9494                       Relevant:      1196
 Query 95: 0.1483                       Rel_ret:       1102
 Query 96: 0.5089
 Query 97: 0.7793                   Interpolated Recall -
                                                                                                     0.6
 Query 98: 0.8333                   Precision Averages:
 Query 99: 0.2561                       at 0.00       0.7323
 Query 100: 0.3793                      at 0.10       0.6510




                                                                    Precision
 Query 101: 0.0769                      at 0.20       0.5797
 Query 102: 0.5755                      at 0.30       0.5435                                         0.4
 Query 103: 0.6328                      at 0.40       0.4836
 Query 104: 0.0896                      at 0.50       0.4478
 Query 105: 0.2881                      at 0.60       0.3841
 Query 106: 0.3283                      at 0.70       0.3403                                         0.2
 Query 107: 0.2653                      at 0.80       0.3002
 Query 108: 0.2619                      at 0.90       0.2063
 Query 109: 0.1388                      at 1.00       0.1361
 Query 111: 0.4085
                                                                                                     0.0
 Query 112: 0.7485                  Avg. prec. (non-interpolated)                                      0.0       0.2          0.4              0.6        0.8   1.0
 Query 113: 0.1696                  for all rel. documents
 Query 114: 0.4773                                    0.4187                                                                          Recall
 Query 115: 0.6048                  Precision:
 Query 116: 0.6314                    At    5 docs:   0.4980                                                           Run UAmsC02SwSwNGram
 Query 117: 0.0196                    At   10 docs:   0.4163                                                              Comparison to median by topic
 Query 118: 0.5130                    At   15 docs:   0.3728
                                                                                                     +1.0
 Query 119: 0.9096                    At   20 docs:   0.3561
 Query 120: 0.0217                    At   30 docs:   0.3129
 Query 121: 0.0294                    At 100 docs:    0.1686
 Query 122: 0.1152                    At 200 docs:    0.0991
 Query 123: 0.9452                    At 500 docs:    0.0432
 Query 124: 0.4585                    At 1000 docs:   0.0225                                         +0.5
 Query 125: 0.5064
 Query 126: 0.0000                  R-Precision (prec. after R
 Query 127: 0.3836                  (=num_rel) docs. retrieved):
 Query 128: 0.0913                      Exact:        0.4022
 Query 129: 0.6753                                                                                    0.0
 Query 130: 0.5229
 Query 131: 0.0706
 Query 132: 0.6901
 Query 133: 0.0244
 Query 134: 0.2500
                                                                    Difference (average precision)




 Query 135: 0.8182                                                                                   −0.5
 Query 136: 0.5482
 Query 137: 0.1777
 Query 138: 0.0796
 Query 139: 0.7802
 Query 140: 0.6674                                                                                   −1.0
                                                                                                            91   100          110              120        130   140

                                                                                                                                    Topic number
Univ. of Ca. at Berkeley 1, Amaryllis English, Auto, TD                                                                  Run BKAMEF1
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 25 queries):                                                 1.0

 Query 1: 0.5818                    Total number of documents
 Query 2: 0.4202                    over all queries
 Query 3: 0.0666                        Retrieved:    25000                                          0.8
 Query 4: 0.2801                        Relevant:      2018
 Query 5: 0.2079                        Rel_ret:       1583
 Query 6: 0.2449
 Query 7: 0.0084                    Interpolated Recall -
                                                                                                     0.6
 Query 8: 0.1812                    Precision Averages:
 Query 9: 0.0657                        at 0.00       0.6665
 Query 10: 0.3584                       at 0.10       0.5198




                                                                    Precision
 Query 11: 0.2214                       at 0.20       0.4370
 Query 12: 0.6355                       at 0.30       0.3791                                         0.4
 Query 13: 0.0121                       at 0.40       0.3346
 Query 14: 0.1714                       at 0.50       0.2942
 Query 15: 0.5194                       at 0.60       0.2481
 Query 16: 0.1982                       at 0.70       0.1874                                         0.2
 Query 17: 0.5176                       at 0.80       0.1251
 Query 18: 0.2580                       at 0.90       0.0501
 Query 19: 0.6395                       at 1.00       0.0074
 Query 20: 0.2188                                                                                    0.0
 Query 21: 0.3353                   Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8    1.0
 Query 22: 0.0016                   for all rel. documents
 Query 23: 0.0485                                     0.2792                                                                       Recall
 Query 24: 0.5392                   Precision:
 Query 25: 0.2473                     At    5 docs:   0.4560                                                              Run BKAMEF1
                                      At   10 docs:   0.4960                                                           Comparison to median by topic
                                      At   15 docs:   0.4747
                                                                                                     +1.0
                                      At   20 docs:   0.4600
                                      At   30 docs:   0.4427
                                      At 100 docs:    0.2976
                                      At 200 docs:    0.2040
                                      At 500 docs:    0.1080
                                      At 1000 docs:   0.0633                                         +0.5

                                    R-Precision (prec. after R
                                    (=num_rel) docs. retrieved):
                                        Exact:        0.3194
                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                             1   5         10               15         20    25

                                                                                                                                 Topic number
Univ. of Ca. at Berkeley 1, Amaryllis English, Auto, TD                                                                  Run BKAMEF2
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 25 queries):                                                 1.0

 Query 1: 0.6355                    Total number of documents
 Query 2: 0.3809                    over all queries
 Query 3: 0.2761                        Retrieved:    25000                                          0.8
 Query 4: 0.2249                        Relevant:      2018
 Query 5: 0.3165                        Rel_ret:       1897
 Query 6: 0.7252
 Query 7: 0.4125                    Interpolated Recall -
                                                                                                     0.6
 Query 8: 0.3529                    Precision Averages:
 Query 9: 0.2154                        at 0.00       0.8079
 Query 10: 0.4688                       at 0.10       0.7027




                                                                    Precision
 Query 11: 0.2875                       at 0.20       0.6114
 Query 12: 0.1211                       at 0.30       0.5612                                         0.4
 Query 13: 0.0044                       at 0.40       0.5033
 Query 14: 0.8069                       at 0.50       0.4489
 Query 15: 0.5196                       at 0.60       0.3825
 Query 16: 0.3614                       at 0.70       0.3381                                         0.2
 Query 17: 0.6907                       at 0.80       0.2664
 Query 18: 0.5444                       at 0.90       0.1888
 Query 19: 0.7647                       at 1.00       0.0300
 Query 20: 0.5611                                                                                    0.0
 Query 21: 0.6332                   Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8    1.0
 Query 22: 0.0493                   for all rel. documents
 Query 23: 0.3378                                     0.4272                                                                       Recall
 Query 24: 0.5458                   Precision:
 Query 25: 0.4426                     At    5 docs:   0.6480                                                              Run BKAMEF2
                                      At   10 docs:   0.6280                                                           Comparison to median by topic
                                      At   15 docs:   0.6053
                                                                                                     +1.0
                                      At   20 docs:   0.5880
                                      At   30 docs:   0.5493
                                      At 100 docs:    0.4036
                                      At 200 docs:    0.2748
                                      At 500 docs:    0.1398
                                      At 1000 docs:   0.0759                                         +0.5

                                    R-Precision (prec. after R
                                    (=num_rel) docs. retrieved):
                                        Exact:        0.4282
                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                             1   5         10               15         20    25

                                                                                                                                 Topic number
Univ. of Ca. at Berkeley 1, Amaryllis English, Auto, TD                                                                  Run BKAMEF3
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 25 queries):                                                 1.0

 Query 1: 0.6468                    Total number of documents
 Query 2: 0.0587                    over all queries
 Query 3: 0.2359                        Retrieved:    25000                                          0.8
 Query 4: 0.3773                        Relevant:      2018
 Query 5: 0.4624                        Rel_ret:       1729
 Query 6: 0.5720
 Query 7: 0.0155                    Interpolated Recall -
                                                                                                     0.6
 Query 8: 0.5003                    Precision Averages:
 Query 9: 0.2815                        at 0.00       0.6806
 Query 10: 0.5265                       at 0.10       0.6497




                                                                    Precision
 Query 11: 0.5897                       at 0.20       0.5874
 Query 12: 0.4623                       at 0.30       0.5337                                         0.4
 Query 13: 0.0068                       at 0.40       0.4983
 Query 14: 0.7954                       at 0.50       0.4452
 Query 15: 0.5550                       at 0.60       0.3848
 Query 16: 0.2426                       at 0.70       0.3114                                         0.2
 Query 17: 0.0589                       at 0.80       0.2414
 Query 18: 0.2634                       at 0.90       0.1570
 Query 19: 0.6856                       at 1.00       0.0504
 Query 20: 0.6190                                                                                    0.0
 Query 21: 0.6100                   Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8    1.0
 Query 22: 0.0494                   for all rel. documents
 Query 23: 0.5698                                     0.4038                                                                       Recall
 Query 24: 0.8013                   Precision:
 Query 25: 0.1095                     At    5 docs:   0.5200                                                              Run BKAMEF3
                                      At   10 docs:   0.5320                                                           Comparison to median by topic
                                      At   15 docs:   0.5173
                                                                                                     +1.0
                                      At   20 docs:   0.5280
                                      At   30 docs:   0.5027
                                      At 100 docs:    0.3584
                                      At 200 docs:    0.2340
                                      At 500 docs:    0.1243
                                      At 1000 docs:   0.0692                                         +0.5

                                    R-Precision (prec. after R
                                    (=num_rel) docs. retrieved):
                                        Exact:        0.4078
                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                             1   5         10               15         20    25

                                                                                                                                 Topic number
Univ. of Ca. at Berkeley 1, Amaryllis French, Auto, TDN                                                                  Run BKAMFF1
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 25 queries):                                                 1.0

 Query 1: 0.5170                    Total number of documents
 Query 2: 0.6931                    over all queries
 Query 3: 0.4797                        Retrieved:    25000                                          0.8
 Query 4: 0.5442                        Relevant:      2018
 Query 5: 0.4912                        Rel_ret:       1935
 Query 6: 0.4562
 Query 7: 0.5933                    Interpolated Recall -
                                                                                                     0.6
 Query 8: 0.4490                    Precision Averages:
 Query 9: 0.2886                        at 0.00       0.9242
 Query 10: 0.2113                       at 0.10       0.8011




                                                                    Precision
 Query 11: 0.6341                       at 0.20       0.7300
 Query 12: 0.6931                       at 0.30       0.6802                                         0.4
 Query 13: 0.0603                       at 0.40       0.6089
 Query 14: 0.7797                       at 0.50       0.5458
 Query 15: 0.6319                       at 0.60       0.4784
 Query 16: 0.4788                       at 0.70       0.4242                                         0.2
 Query 17: 0.7256                       at 0.80       0.3326
 Query 18: 0.5512                       at 0.90       0.2193
 Query 19: 0.8350                       at 1.00       0.0596
 Query 20: 0.4104                                                                                    0.0
 Query 21: 0.7111                   Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8    1.0
 Query 22: 0.1220                   for all rel. documents
 Query 23: 0.4710                                     0.5218                                                                       Recall
 Query 24: 0.7792                   Precision:
 Query 25: 0.4378                     At    5 docs:   0.7680                                                              Run BKAMFF1
                                      At   10 docs:   0.7360                                                           Comparison to median by topic
                                      At   15 docs:   0.7147
                                                                                                     +1.0
                                      At   20 docs:   0.6940
                                      At   30 docs:   0.6627
                                      At 100 docs:    0.4408
                                      At 200 docs:    0.2932
                                      At 500 docs:    0.1473
                                      At 1000 docs:   0.0774                                         +0.5

                                    R-Precision (prec. after R
                                    (=num_rel) docs. retrieved):
                                        Exact:        0.4980
                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                             1   5         10               15         20    25

                                                                                                                                 Topic number
Univ. of Ca. at Berkeley 1, Amaryllis French, Auto, TD                                                                   Run BKAMFF2
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 25 queries):                                                 1.0

 Query 1: 0.5781                    Total number of documents
 Query 2: 0.2908                    over all queries
 Query 3: 0.0643                        Retrieved:    25000                                          0.8
 Query 4: 0.2873                        Relevant:      2018
 Query 5: 0.4217                        Rel_ret:       1863
 Query 6: 0.5780
 Query 7: 0.5942                    Interpolated Recall -
                                                                                                     0.6
 Query 8: 0.2415                    Precision Averages:
 Query 9: 0.1441                        at 0.00       0.8175
 Query 10: 0.2375                       at 0.10       0.7284




                                                                    Precision
 Query 11: 0.6601                       at 0.20       0.6296
 Query 12: 0.5400                       at 0.30       0.5677                                         0.4
 Query 13: 0.0088                       at 0.40       0.5159
 Query 14: 0.7932                       at 0.50       0.4722
 Query 15: 0.6445                       at 0.60       0.4035
 Query 16: 0.4154                       at 0.70       0.3315                                         0.2
 Query 17: 0.7464                       at 0.80       0.2682
 Query 18: 0.4599                       at 0.90       0.1788
 Query 19: 0.7697                       at 1.00       0.0396
 Query 20: 0.5538                                                                                    0.0
 Query 21: 0.6478                   Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8    1.0
 Query 22: 0.1610                   for all rel. documents
 Query 23: 0.4616                                     0.4396                                                                       Recall
 Query 24: 0.6271                   Precision:
 Query 25: 0.0644                     At    5 docs:   0.6480                                                              Run BKAMFF2
                                      At   10 docs:   0.6480                                                           Comparison to median by topic
                                      At   15 docs:   0.6107
                                                                                                     +1.0
                                      At   20 docs:   0.5920
                                      At   30 docs:   0.5533
                                      At 100 docs:    0.3968
                                      At 200 docs:    0.2692
                                      At 500 docs:    0.1367
                                      At 1000 docs:   0.0745                                         +0.5

                                    R-Precision (prec. after R
                                    (=num_rel) docs. retrieved):
                                        Exact:        0.4338
                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                             1   5         10               15         20    25

                                                                                                                                 Topic number
University of Amsterdam, Amaryllis English, Auto, TD                                                                   Run UAmsC02EnAmTTiKW
 Average precision                  Overall statistics                                                                      Recall−Precision Values
 (individual queries):              (for 25 queries):                                                 1.0

 Query 1: 0.3947                    Total number of documents
 Query 2: 0.0335                    over all queries
 Query 3: 0.1055                        Retrieved:    25000                                          0.8
 Query 4: 0.0510                        Relevant:      2018
 Query 5: 0.4395                        Rel_ret:       1420
 Query 6: 0.3984
 Query 7: 0.5206                    Interpolated Recall -
                                                                                                     0.6
 Query 8: 0.2209                    Precision Averages:
 Query 9: 0.1825                        at 0.00       0.7380
 Query 10: 0.2680                       at 0.10       0.5646




                                                                    Precision
 Query 11: 0.1940                       at 0.20       0.4634
 Query 12: 0.0259                       at 0.30       0.3956                                         0.4
 Query 13: 0.0088                       at 0.40       0.3145
 Query 14: 0.6332                       at 0.50       0.2393
 Query 15: 0.4825                       at 0.60       0.1876
 Query 16: 0.2711                       at 0.70       0.1331                                         0.2
 Query 17: 0.3794                       at 0.80       0.0807
 Query 18: 0.5626                       at 0.90       0.0172
 Query 19: 0.5202                       at 1.00       0.0034
 Query 20: 0.0555
                                                                                                     0.0
 Query 21: 0.0758                   Avg. prec. (non-interpolated)                                      0.0       0.2          0.4              0.6        0.8    1.0
 Query 22: 0.0761                   for all rel. documents
 Query 23: 0.0140                                     0.2660                                                                          Recall
 Query 24: 0.5196                   Precision:
 Query 25: 0.2172                     At    5 docs:   0.5440                                                           Run UAmsC02EnAmTTiKW
                                      At   10 docs:   0.5040                                                              Comparison to median by topic
                                      At   15 docs:   0.5040
                                                                                                     +1.0
                                      At   20 docs:   0.4860
                                      At   30 docs:   0.4467
                                      At 100 docs:    0.2800
                                      At 200 docs:    0.1882
                                      At 500 docs:    0.0976
                                      At 1000 docs:   0.0568                                         +0.5

                                    R-Precision (prec. after R
                                    (=num_rel) docs. retrieved):
                                        Exact:        0.3060
                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                             1   5            10               15         20    25

                                                                                                                                    Topic number
University of Amsterdam, Amaryllis English, Auto, TD                                                                   Run UAmsC02EnAmTTiRR
 Average precision                  Overall statistics                                                                      Recall−Precision Values
 (individual queries):              (for 25 queries):                                                 1.0

 Query 1: 0.3229                    Total number of documents
 Query 2: 0.0506                    over all queries
 Query 3: 0.1220                        Retrieved:    25000                                          0.8
 Query 4: 0.0577                        Relevant:      2018
 Query 5: 0.4617                        Rel_ret:       1337
 Query 6: 0.3853
 Query 7: 0.4836                    Interpolated Recall -
                                                                                                     0.6
 Query 8: 0.1755                    Precision Averages:
 Query 9: 0.2240                        at 0.00       0.7535
 Query 10: 0.2255                       at 0.10       0.5604




                                                                    Precision
 Query 11: 0.1798                       at 0.20       0.4444
 Query 12: 0.0285                       at 0.30       0.3609                                         0.4
 Query 13: 0.0165                       at 0.40       0.2961
 Query 14: 0.5418                       at 0.50       0.2350
 Query 15: 0.4963                       at 0.60       0.1766
 Query 16: 0.2987                       at 0.70       0.1079                                         0.2
 Query 17: 0.3306                       at 0.80       0.0570
 Query 18: 0.5227                       at 0.90       0.0060
 Query 19: 0.4495                       at 1.00       0.0000
 Query 20: 0.0439
                                                                                                     0.0
 Query 21: 0.0622                   Avg. prec. (non-interpolated)                                      0.0       0.2          0.4              0.6        0.8    1.0
 Query 22: 0.0607                   for all rel. documents
 Query 23: 0.0164                                     0.2537                                                                          Recall
 Query 24: 0.4227                   Precision:
 Query 25: 0.3635                     At    5 docs:   0.5920                                                           Run UAmsC02EnAmTTiRR
                                      At   10 docs:   0.5400                                                              Comparison to median by topic
                                      At   15 docs:   0.4827
                                                                                                     +1.0
                                      At   20 docs:   0.4580
                                      At   30 docs:   0.4213
                                      At 100 docs:    0.2740
                                      At 200 docs:    0.1816
                                      At 500 docs:    0.0973
                                      At 1000 docs:   0.0535                                         +0.5

                                    R-Precision (prec. after R
                                    (=num_rel) docs. retrieved):
                                        Exact:        0.2957
                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                             1   5            10               15         20    25

                                                                                                                                    Topic number
University of Amsterdam, Amaryllis French, Auto, N                                                                     Run UAmsC02FrAmKW
 Average precision                  Overall statistics                                                                    Recall−Precision Values
 (individual queries):              (for 25 queries):                                                 1.0

 Query 1: 0.0000                    Total number of documents
 Query 2: 0.4131                    over all queries
 Query 3: 0.1817                        Retrieved:    24001                                          0.8
 Query 4: 0.0295                        Relevant:      2018
 Query 5: 0.0226                        Rel_ret:       1377
 Query 6: 0.1353
 Query 7: 0.1923                    Interpolated Recall -
                                                                                                     0.6
 Query 8: 0.0441                    Precision Averages:
 Query 9: 0.1095                        at 0.00       0.7129
 Query 10: 0.0050                       at 0.10       0.5029




                                                                    Precision
 Query 11: 0.1242                       at 0.20       0.4594
 Query 12: 0.1267                       at 0.30       0.4143                                         0.4
 Query 13: 0.5863                       at 0.40       0.3232
 Query 14: 0.4527                       at 0.50       0.2719
 Query 15: 0.1969                       at 0.60       0.2054
 Query 16: 0.1851                       at 0.70       0.1529                                         0.2
 Query 17: 0.5227                       at 0.80       0.0714
 Query 18: 0.7027                       at 0.90       0.0382
 Query 19: 0.6159                       at 1.00       0.0096
 Query 20: 0.6926
                                                                                                     0.0
 Query 21: 0.2663                   Avg. prec. (non-interpolated)                                      0.0       0.2        0.4              0.6        0.8    1.0
 Query 22: 0.0063                   for all rel. documents
 Query 23: 0.4813                                     0.2684                                                                        Recall
 Query 24: 0.0554                   Precision:
 Query 25: 0.5612                     At    5 docs:   0.5440                                                           Run UAmsC02FrAmKW
                                      At   10 docs:   0.5000                                                            Comparison to median by topic
                                      At   15 docs:   0.4640
                                                                                                     +1.0
                                      At   20 docs:   0.4520
                                      At   30 docs:   0.4187
                                      At 100 docs:    0.2820
                                      At 200 docs:    0.1856
                                      At 500 docs:    0.0997
                                      At 1000 docs:   0.0551                                         +0.5

                                    R-Precision (prec. after R
                                    (=num_rel) docs. retrieved):
                                        Exact:        0.2908
                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                             1   5          10               15         20    25

                                                                                                                                  Topic number
University of Amsterdam, Amaryllis French, Auto, TD                                                                    Run UAmsC02FrAmTT
 Average precision                  Overall statistics                                                                    Recall−Precision Values
 (individual queries):              (for 25 queries):                                                 1.0

 Query 1: 0.5640                    Total number of documents
 Query 2: 0.0738                    over all queries
 Query 3: 0.0309                        Retrieved:    25000                                          0.8
 Query 4: 0.1649                        Relevant:      2018
 Query 5: 0.4790                        Rel_ret:       1423
 Query 6: 0.3455
 Query 7: 0.5088                    Interpolated Recall -
                                                                                                     0.6
 Query 8: 0.1045                    Precision Averages:
 Query 9: 0.2122                        at 0.00       0.7464
 Query 10: 0.2109                       at 0.10       0.5504




                                                                    Precision
 Query 11: 0.2212                       at 0.20       0.4724
 Query 12: 0.1673                       at 0.30       0.3875                                         0.4
 Query 13: 0.1040                       at 0.40       0.3357
 Query 14: 0.5554                       at 0.50       0.2631
 Query 15: 0.5244                       at 0.60       0.1935
 Query 16: 0.3371                       at 0.70       0.1148                                         0.2
 Query 17: 0.3245                       at 0.80       0.0714
 Query 18: 0.4244                       at 0.90       0.0213
 Query 19: 0.2675                       at 1.00       0.0000
 Query 20: 0.3664
                                                                                                     0.0
 Query 21: 0.0397                   Avg. prec. (non-interpolated)                                      0.0       0.2        0.4              0.6        0.8    1.0
 Query 22: 0.1470                   for all rel. documents
 Query 23: 0.0104                                     0.2681                                                                        Recall
 Query 24: 0.4368                   Precision:
 Query 25: 0.0806                     At    5 docs:   0.5280                                                           Run UAmsC02FrAmTT
                                      At   10 docs:   0.5200                                                            Comparison to median by topic
                                      At   15 docs:   0.5013
                                                                                                     +1.0
                                      At   20 docs:   0.4800
                                      At   30 docs:   0.4453
                                      At 100 docs:    0.2920
                                      At 200 docs:    0.1936
                                      At 500 docs:    0.1000
                                      At 1000 docs:   0.0569                                         +0.5

                                    R-Precision (prec. after R
                                    (=num_rel) docs. retrieved):
                                        Exact:        0.3211
                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                             1   5          10               15         20    25

                                                                                                                                  Topic number
University of Amsterdam, Amaryllis French, Auto, TDN                                                                   Run UAmsC02FrAmTTiKW
 Average precision                  Overall statistics                                                                      Recall−Precision Values
 (individual queries):              (for 25 queries):                                                 1.0

 Query 1: 0.5640                    Total number of documents
 Query 2: 0.1006                    over all queries
 Query 3: 0.0872                        Retrieved:    25000                                          0.8
 Query 4: 0.2535                        Relevant:      2018
 Query 5: 0.4954                        Rel_ret:       1606
 Query 6: 0.3542
 Query 7: 0.5413                    Interpolated Recall -
                                                                                                     0.6
 Query 8: 0.1259                    Precision Averages:
 Query 9: 0.2529                        at 0.00       0.8460
 Query 10: 0.1993                       at 0.10       0.6878




                                                                    Precision
 Query 11: 0.3343                       at 0.20       0.5517
 Query 12: 0.1989                       at 0.30       0.4649                                         0.4
 Query 13: 0.2239                       at 0.40       0.4100
 Query 14: 0.7168                       at 0.50       0.3511
 Query 15: 0.5811                       at 0.60       0.2631
 Query 16: 0.3532                       at 0.70       0.1729                                         0.2
 Query 17: 0.4554                       at 0.80       0.1129
 Query 18: 0.5277                       at 0.90       0.0532
 Query 19: 0.4847                       at 1.00       0.0108
 Query 20: 0.4974
                                                                                                     0.0
 Query 21: 0.0502                   Avg. prec. (non-interpolated)                                      0.0       0.2          0.4              0.6        0.8    1.0
 Query 22: 0.1367                   for all rel. documents
 Query 23: 0.1488                                     0.3401                                                                          Recall
 Query 24: 0.4482                   Precision:
 Query 25: 0.3710                     At    5 docs:   0.6640                                                           Run UAmsC02FrAmTTiKW
                                      At   10 docs:   0.6120                                                              Comparison to median by topic
                                      At   15 docs:   0.5867
                                                                                                     +1.0
                                      At   20 docs:   0.5460
                                      At   30 docs:   0.5027
                                      At 100 docs:    0.3412
                                      At 200 docs:    0.2308
                                      At 500 docs:    0.1150
                                      At 1000 docs:   0.0642                                         +0.5

                                    R-Precision (prec. after R
                                    (=num_rel) docs. retrieved):
                                        Exact:        0.3837
                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                             1   5            10               15         20    25

                                                                                                                                    Topic number
Université de Neuchâtel, Amaryllis French, Auto, TD                                                                     Run UniNEama1
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 25 queries):                                                 1.0

 Query 1: 0.6743                    Total number of documents
 Query 2: 0.0960                    over all queries
 Query 3: 0.0705                        Retrieved:    25000                                          0.8
 Query 4: 0.3713                        Relevant:      2018
 Query 5: 0.5924                        Rel_ret:       1830
 Query 6: 0.5163
 Query 7: 0.5660                    Interpolated Recall -
                                                                                                     0.6
 Query 8: 0.2615                    Precision Averages:
 Query 9: 0.4157                        at 0.00       0.9050
 Query 10: 0.4187                       at 0.10       0.7576




                                                                    Precision
 Query 11: 0.3534                       at 0.20       0.6637
 Query 12: 0.6930                       at 0.30       0.6076                                         0.4
 Query 13: 0.4670                       at 0.40       0.5608
 Query 14: 0.7743                       at 0.50       0.5034
 Query 15: 0.8673                       at 0.60       0.4443
 Query 16: 0.6670                       at 0.70       0.3894                                         0.2
 Query 17: 0.6463                       at 0.80       0.3165
 Query 18: 0.5277                       at 0.90       0.1961
 Query 19: 0.6887                       at 1.00       0.0425
 Query 20: 0.7668                                                                                    0.0
 Query 21: 0.3333                   Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8    1.0
 Query 22: 0.1924                   for all rel. documents
 Query 23: 0.2343                                     0.4802                                                                       Recall
 Query 24: 0.7571                   Precision:
 Query 25: 0.0534                     At    5 docs:   0.7120                                                             Run UniNEama1
                                      At   10 docs:   0.6720                                                           Comparison to median by topic
                                      At   15 docs:   0.6507
                                                                                                     +1.0
                                      At   20 docs:   0.6200
                                      At   30 docs:   0.6000
                                      At 100 docs:    0.4212
                                      At 200 docs:    0.2748
                                      At 500 docs:    0.1351
                                      At 1000 docs:   0.0732                                         +0.5

                                    R-Precision (prec. after R
                                    (=num_rel) docs. retrieved):
                                        Exact:        0.4696
                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                             1   5         10               15         20    25

                                                                                                                                 Topic number
Université de Neuchâtel, Amaryllis French, Auto, TD                                                                     Run UniNEama2
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 25 queries):                                                 1.0

 Query 1: 0.3510                    Total number of documents
 Query 2: 0.0628                    over all queries
 Query 3: 0.0997                        Retrieved:    25000                                          0.8
 Query 4: 0.5041                        Relevant:      2018
 Query 5: 0.4872                        Rel_ret:       1877
 Query 6: 0.3415
 Query 7: 0.6348                    Interpolated Recall -
                                                                                                     0.6
 Query 8: 0.4323                    Precision Averages:
 Query 9: 0.4568                        at 0.00       0.8646
 Query 10: 0.4005                       at 0.10       0.7250




                                                                    Precision
 Query 11: 0.3471                       at 0.20       0.6859
 Query 12: 0.7531                       at 0.30       0.6272                                         0.4
 Query 13: 0.6871                       at 0.40       0.5764
 Query 14: 0.8184                       at 0.50       0.5191
 Query 15: 0.7416                       at 0.60       0.4358
 Query 16: 0.5036                       at 0.70       0.3680                                         0.2
 Query 17: 0.6939                       at 0.80       0.2769
 Query 18: 0.6112                       at 0.90       0.1760
 Query 19: 0.6812                       at 1.00       0.0320
 Query 20: 0.6841                                                                                    0.0
 Query 21: 0.5179                   Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8    1.0
 Query 22: 0.1202                   for all rel. documents
 Query 23: 0.0123                                     0.4734                                                                       Recall
 Query 24: 0.7509                   Precision:
 Query 25: 0.1407                     At    5 docs:   0.6880                                                             Run UniNEama2
                                      At   10 docs:   0.6800                                                           Comparison to median by topic
                                      At   15 docs:   0.6640
                                                                                                     +1.0
                                      At   20 docs:   0.6360
                                      At   30 docs:   0.5933
                                      At 100 docs:    0.4156
                                      At 200 docs:    0.2702
                                      At 500 docs:    0.1377
                                      At 1000 docs:   0.0751                                         +0.5

                                    R-Precision (prec. after R
                                    (=num_rel) docs. retrieved):
                                        Exact:        0.4631
                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                             1   5         10               15         20    25

                                                                                                                                 Topic number
Université de Neuchâtel, Amaryllis French, Auto, TD                                                                     Run UniNEama3
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 25 queries):                                                 1.0

 Query 1: 0.7347                    Total number of documents
 Query 2: 0.0972                    over all queries
 Query 3: 0.0701                        Retrieved:    25000                                          0.8
 Query 4: 0.2937                        Relevant:      2018
 Query 5: 0.4420                        Rel_ret:       1808
 Query 6: 0.5057
 Query 7: 0.6198                    Interpolated Recall -
                                                                                                     0.6
 Query 8: 0.3314                    Precision Averages:
 Query 9: 0.4558                        at 0.00       0.9144
 Query 10: 0.3975                       at 0.10       0.7224




                                                                    Precision
 Query 11: 0.3332                       at 0.20       0.6519
 Query 12: 0.7131                       at 0.30       0.5866                                         0.4
 Query 13: 0.4649                       at 0.40       0.5542
 Query 14: 0.7788                       at 0.50       0.5047
 Query 15: 0.8657                       at 0.60       0.4510
 Query 16: 0.6549                       at 0.70       0.3892                                         0.2
 Query 17: 0.6977                       at 0.80       0.2968
 Query 18: 0.4845                       at 0.90       0.1891
 Query 19: 0.6577                       at 1.00       0.0365
 Query 20: 0.7507                                                                                    0.0
 Query 21: 0.2816                   Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8    1.0
 Query 22: 0.1568                   for all rel. documents
 Query 23: 0.2109                                     0.4723                                                                       Recall
 Query 24: 0.7731                   Precision:
 Query 25: 0.0368                     At    5 docs:   0.6880                                                             Run UniNEama3
                                      At   10 docs:   0.6720                                                           Comparison to median by topic
                                      At   15 docs:   0.6533
                                                                                                     +1.0
                                      At   20 docs:   0.6200
                                      At   30 docs:   0.5893
                                      At 100 docs:    0.4184
                                      At 200 docs:    0.2732
                                      At 500 docs:    0.1319
                                      At 1000 docs:   0.0723                                         +0.5

                                    R-Precision (prec. after R
                                    (=num_rel) docs. retrieved):
                                        Exact:        0.4625
                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                             1   5         10               15         20    25

                                                                                                                                 Topic number
Université de Neuchâtel, Amaryllis French, Auto, TD                                                                     Run UniNEama4
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 25 queries):                                                 1.0

 Query 1: 0.4261                    Total number of documents
 Query 2: 0.0819                    over all queries
 Query 3: 0.0646                        Retrieved:    25000                                          0.8
 Query 4: 0.4720                        Relevant:      2018
 Query 5: 0.4656                        Rel_ret:       1875
 Query 6: 0.3416
 Query 7: 0.6311                    Interpolated Recall -
                                                                                                     0.6
 Query 8: 0.4698                    Precision Averages:
 Query 9: 0.5083                        at 0.00       0.8728
 Query 10: 0.4184                       at 0.10       0.7436




                                                                    Precision
 Query 11: 0.3790                       at 0.20       0.6950
 Query 12: 0.7415                       at 0.30       0.6285                                         0.4
 Query 13: 0.6919                       at 0.40       0.5882
 Query 14: 0.8178                       at 0.50       0.5286
 Query 15: 0.7227                       at 0.60       0.4400
 Query 16: 0.4821                       at 0.70       0.3705                                         0.2
 Query 17: 0.7197                       at 0.80       0.2806
 Query 18: 0.6190                       at 0.90       0.1755
 Query 19: 0.6693                       at 1.00       0.0294
 Query 20: 0.6919                                                                                    0.0
 Query 21: 0.5117                   Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8    1.0
 Query 22: 0.1172                   for all rel. documents
 Query 23: 0.0103                                     0.4778                                                                       Recall
 Query 24: 0.7678                   Precision:
 Query 25: 0.1244                     At    5 docs:   0.6880                                                             Run UniNEama4
                                      At   10 docs:   0.6880                                                           Comparison to median by topic
                                      At   15 docs:   0.6773
                                                                                                     +1.0
                                      At   20 docs:   0.6420
                                      At   30 docs:   0.5947
                                      At 100 docs:    0.4120
                                      At 200 docs:    0.2730
                                      At 500 docs:    0.1378
                                      At 1000 docs:   0.0750                                         +0.5

                                    R-Precision (prec. after R
                                    (=num_rel) docs. retrieved):
                                        Exact:        0.4677
                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                             1   5         10               15         20    25

                                                                                                                                 Topic number
Université de Neuchâtel, Amaryllis French, Auto, TDN                                                                   Run UniNEamaN1
 Average precision                  Overall statistics                                                                   Recall−Precision Values
 (individual queries):              (for 25 queries):                                                 1.0

 Query 1: 0.5633                    Total number of documents
 Query 2: 0.2238                    over all queries
 Query 3: 0.4300                        Retrieved:    25000                                          0.8
 Query 4: 0.6027                        Relevant:      2018
 Query 5: 0.7350                        Rel_ret:       1942
 Query 6: 0.4652
 Query 7: 0.6164                    Interpolated Recall -
                                                                                                     0.6
 Query 8: 0.4624                    Precision Averages:
 Query 9: 0.4196                        at 0.00       0.9697
 Query 10: 0.3816                       at 0.10       0.8358




                                                                    Precision
 Query 11: 0.3618                       at 0.20       0.7829
 Query 12: 0.6586                       at 0.30       0.7017                                         0.4
 Query 13: 0.7168                       at 0.40       0.6343
 Query 14: 0.8057                       at 0.50       0.5788
 Query 15: 0.8386                       at 0.60       0.5234
 Query 16: 0.6330                       at 0.70       0.4499                                         0.2
 Query 17: 0.7636                       at 0.80       0.3749
 Query 18: 0.6485                       at 0.90       0.2549
 Query 19: 0.8011                       at 1.00       0.0565
 Query 20: 0.8037                                                                                    0.0
 Query 21: 0.2488                   Avg. prec. (non-interpolated)                                      0.0       0.2       0.4              0.6        0.8    1.0
 Query 22: 0.1596                   for all rel. documents
 Query 23: 0.2842                                     0.5582                                                                       Recall
 Query 24: 0.7249                   Precision:
 Query 25: 0.6068                     At    5 docs:   0.8160                                                            Run UniNEamaN1
                                      At   10 docs:   0.7880                                                           Comparison to median by topic
                                      At   15 docs:   0.7627
                                                                                                     +1.0
                                      At   20 docs:   0.7280
                                      At   30 docs:   0.6787
                                      At 100 docs:    0.4664
                                      At 200 docs:    0.3086
                                      At 500 docs:    0.1476
                                      At 1000 docs:   0.0777                                         +0.5

                                    R-Precision (prec. after R
                                    (=num_rel) docs. retrieved):
                                        Exact:        0.5323
                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                             1   5         10               15         20    25

                                                                                                                                 Topic number
Univ. of Ca. at Berkeley 1, GIRT English, Auto, TD                                                                        Run BKGREG1
 Average precision                  Overall statistics                                                                    Recall−Precision Values
 (individual queries):              (for 24 queries):                                                 1.0

 Query 51: 0.1771                   Total number of documents
 Query 52: 0.6197                   over all queries
 Query 53: 0.0309                       Retrieved:    24000                                          0.8
 Query 54: 0.3269                       Relevant:       961
 Query 55: 0.0007                       Rel_ret:        735
 Query 56: 0.1247
 Query 57: 0.0086                   Interpolated Recall -
                                                                                                     0.6
 Query 58: 0.0182                   Precision Averages:
 Query 59: 0.3757                       at 0.00       0.5257
 Query 60: 0.0874                       at 0.10       0.3888




                                                                    Precision
 Query 61: 0.1341                       at 0.20       0.3544
 Query 62: 0.0991                       at 0.30       0.3258                                         0.4
 Query 63: 0.0585                       at 0.40       0.2907
 Query 64: 0.2504                       at 0.50       0.2345
 Query 65: 0.0418                       at 0.60       0.2042
 Query 67: 0.6095                       at 0.70       0.1432                                         0.2
 Query 68: 0.4620                       at 0.80       0.1188
 Query 69: 0.0816                       at 0.90       0.0713
 Query 70: 0.0592                       at 1.00       0.0454
 Query 71: 0.1762
                                                                                                     0.0
 Query 72: 0.0000                   Avg. prec. (non-interpolated)                                      0.0        0.2       0.4              0.6        0.8    1.0
 Query 73: 0.7683                   for all rel. documents
 Query 74: 0.7917                                     0.2330                                                                        Recall
 Query 75: 0.2907                   Precision:
                                      At    5 docs:   0.3167                                                               Run BKGREG1
                                      At   10 docs:   0.2833                                                            Comparison to median by topic
                                      At   15 docs:   0.2639
                                                                                                     +1.0
                                      At   20 docs:   0.2500
                                      At   30 docs:   0.2222
                                      At 100 docs:    0.1504
                                      At 200 docs:    0.1004
                                      At 500 docs:    0.0543
                                      At 1000 docs:   0.0306                                         +0.5

                                    R-Precision (prec. after R
                                    (=num_rel) docs. retrieved):
                                        Exact:        0.2355
                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                             51   55       60                65         70    75

                                                                                                                                  Topic number
Univ. of Ca. at Berkeley 1, GIRT German, Auto, TDN                                                                        Run BKGRGG1
 Average precision                  Overall statistics                                                                    Recall−Precision Values
 (individual queries):              (for 24 queries):                                                 1.0

 Query 51: 0.1035                   Total number of documents
 Query 52: 0.6009                   over all queries
 Query 53: 0.1965                       Retrieved:    24000                                          0.8
 Query 54: 0.3795                       Relevant:       961
 Query 55: 0.6291                       Rel_ret:        853
 Query 56: 0.1457
 Query 57: 0.2062                   Interpolated Recall -
                                                                                                     0.6
 Query 58: 0.0840                   Precision Averages:
 Query 59: 0.2429                       at 0.00       0.7450
 Query 60: 0.0517                       at 0.10       0.6316




                                                                    Precision
 Query 61: 0.2154                       at 0.20       0.5529
 Query 62: 0.1457                       at 0.30       0.5112                                         0.4
 Query 63: 0.3640                       at 0.40       0.4569
 Query 64: 0.4406                       at 0.50       0.4034
 Query 65: 0.0744                       at 0.60       0.3249
 Query 67: 0.8000                       at 0.70       0.2753                                         0.2
 Query 68: 0.4293                       at 0.80       0.2129
 Query 69: 0.7500                       at 0.90       0.1293
 Query 70: 0.1320                       at 1.00       0.0826
 Query 71: 0.5644
                                                                                                     0.0
 Query 72: 0.4176                   Avg. prec. (non-interpolated)                                      0.0        0.2       0.4              0.6        0.8    1.0
 Query 73: 0.8320                   for all rel. documents
 Query 74: 0.7797                                     0.3771                                                                        Recall
 Query 75: 0.4657                   Precision:
                                      At    5 docs:   0.5083                                                               Run BKGRGG1
                                      At   10 docs:   0.4375                                                            Comparison to median by topic
                                      At   15 docs:   0.4167
                                                                                                     +1.0
                                      At   20 docs:   0.3854
                                      At   30 docs:   0.3361
                                      At 100 docs:    0.2137
                                      At 200 docs:    0.1319
                                      At 500 docs:    0.0644
                                      At 1000 docs:   0.0355                                         +0.5

                                    R-Precision (prec. after R
                                    (=num_rel) docs. retrieved):
                                        Exact:        0.3862
                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                             51   55       60                65         70    75

                                                                                                                                  Topic number
Univ. of Ca. at Berkeley 1, GIRT German, Auto, TD                                                                         Run BKGRGG2
 Average precision                  Overall statistics                                                                    Recall−Precision Values
 (individual queries):              (for 24 queries):                                                 1.0

 Query 51: 0.1313                   Total number of documents
 Query 52: 0.4433                   over all queries
 Query 53: 0.3325                       Retrieved:    24000                                          0.8
 Query 54: 0.3613                       Relevant:       961
 Query 55: 0.0306                       Rel_ret:        665
 Query 56: 0.1685
 Query 57: 0.2463                   Interpolated Recall -
                                                                                                     0.6
 Query 58: 0.0603                   Precision Averages:
 Query 59: 0.0106                       at 0.00       0.6227
 Query 60: 0.0038                       at 0.10       0.4928




                                                                    Precision
 Query 61: 0.1822                       at 0.20       0.4554
 Query 62: 0.0427                       at 0.30       0.3551                                         0.4
 Query 63: 0.1705                       at 0.40       0.3095
 Query 64: 0.3209                       at 0.50       0.2462
 Query 65: 0.0447                       at 0.60       0.1953
 Query 67: 0.8000                       at 0.70       0.1663                                         0.2
 Query 68: 0.0511                       at 0.80       0.1323
 Query 69: 0.0476                       at 0.90       0.0497
 Query 70: 0.1901                       at 1.00       0.0216
 Query 71: 0.4246
                                                                                                     0.0
 Query 72: 0.3706                   Avg. prec. (non-interpolated)                                      0.0        0.2       0.4              0.6        0.8    1.0
 Query 73: 0.5996                   for all rel. documents
 Query 74: 0.6921                                     0.2587                                                                        Recall
 Query 75: 0.4833                   Precision:
                                      At    5 docs:   0.4333                                                               Run BKGRGG2
                                      At   10 docs:   0.3792                                                            Comparison to median by topic
                                      At   15 docs:   0.3111
                                                                                                     +1.0
                                      At   20 docs:   0.2917
                                      At   30 docs:   0.2597
                                      At 100 docs:    0.1500
                                      At 200 docs:    0.0954
                                      At 500 docs:    0.0493
                                      At 1000 docs:   0.0277                                         +0.5

                                    R-Precision (prec. after R
                                    (=num_rel) docs. retrieved):
                                        Exact:        0.2744
                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                             51   55       60                65         70    75

                                                                                                                                  Topic number
Univ. of Ca. at Berkeley 1, GIRT Russian, Auto, TDN                                                                       Run BKGRRG1
 Average precision                  Overall statistics                                                                    Recall−Precision Values
 (individual queries):              (for 24 queries):                                                 1.0

 Query 51: 0.1220                   Total number of documents
 Query 52: 0.5782                   over all queries
 Query 53: 0.0256                       Retrieved:    24000                                          0.8
 Query 54: 0.3588                       Relevant:       961
 Query 55: 0.0465                       Rel_ret:        710
 Query 56: 0.1323
 Query 57: 0.0035                   Interpolated Recall -
                                                                                                     0.6
 Query 58: 0.0089                   Precision Averages:
 Query 59: 0.0683                       at 0.00       0.5617
 Query 60: 0.1883                       at 0.10       0.3595




                                                                    Precision
 Query 61: 0.1846                       at 0.20       0.3200
 Query 62: 0.0616                       at 0.30       0.2705                                         0.4
 Query 63: 0.1143                       at 0.40       0.2275
 Query 64: 0.2344                       at 0.50       0.1793
 Query 65: 0.1111                       at 0.60       0.1451
 Query 67: 0.1748                       at 0.70       0.0945                                         0.2
 Query 68: 0.3981                       at 0.80       0.0679
 Query 69: 0.0057                       at 0.90       0.0413
 Query 70: 0.0300                       at 1.00       0.0256
 Query 71: 0.2293
                                                                                                     0.0
 Query 72: 0.0421                   Avg. prec. (non-interpolated)                                      0.0        0.2       0.4              0.6        0.8    1.0
 Query 73: 0.4323                   for all rel. documents
 Query 74: 0.8012                                     0.1903                                                                        Recall
 Query 75: 0.2156                   Precision:
                                      At    5 docs:   0.3333                                                               Run BKGRRG1
                                      At   10 docs:   0.2708                                                            Comparison to median by topic
                                      At   15 docs:   0.2556
                                                                                                     +1.0
                                      At   20 docs:   0.2333
                                      At   30 docs:   0.2181
                                      At 100 docs:    0.1417
                                      At 200 docs:    0.0904
                                      At 500 docs:    0.0495
                                      At 1000 docs:   0.0296                                         +0.5

                                    R-Precision (prec. after R
                                    (=num_rel) docs. retrieved):
                                        Exact:        0.2427
                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                             51   55       60                65         70    75

                                                                                                                                  Topic number
Univ. of Ca. at Berkeley 1, GIRT Russian, Auto, TD                                                                        Run BKGRRG2
 Average precision                  Overall statistics                                                                    Recall−Precision Values
 (individual queries):              (for 24 queries):                                                 1.0

 Query 51: 0.0224                   Total number of documents
 Query 52: 0.6808                   over all queries
 Query 53: 0.0908                       Retrieved:    24000                                          0.8
 Query 54: 0.4439                       Relevant:       961
 Query 55: 0.0074                       Rel_ret:        719
 Query 56: 0.0606
 Query 57: 0.0018                   Interpolated Recall -
                                                                                                     0.6
 Query 58: 0.0010                   Precision Averages:
 Query 59: 0.0840                       at 0.00       0.5179
 Query 60: 0.0652                       at 0.10       0.3603




                                                                    Precision
 Query 61: 0.1905                       at 0.20       0.3233
 Query 62: 0.0890                       at 0.30       0.2867                                         0.4
 Query 63: 0.0002                       at 0.40       0.2263
 Query 64: 0.1894                       at 0.50       0.1932
 Query 65: 0.0476                       at 0.60       0.1553
 Query 67: 0.1879                       at 0.70       0.1105                                         0.2
 Query 68: 0.5231                       at 0.80       0.0858
 Query 69: 0.0069                       at 0.90       0.0606
 Query 70: 0.0526                       at 1.00       0.0310
 Query 71: 0.2266
                                                                                                     0.0
 Query 72: 0.1546                   Avg. prec. (non-interpolated)                                      0.0        0.2       0.4              0.6        0.8    1.0
 Query 73: 0.6673                   for all rel. documents
 Query 74: 0.5682                                     0.1973                                                                        Recall
 Query 75: 0.3742                   Precision:
                                      At    5 docs:   0.2917                                                               Run BKGRRG2
                                      At   10 docs:   0.2875                                                            Comparison to median by topic
                                      At   15 docs:   0.2500
                                                                                                     +1.0
                                      At   20 docs:   0.2354
                                      At   30 docs:   0.2167
                                      At 100 docs:    0.1471
                                      At 200 docs:    0.1008
                                      At 500 docs:    0.0518
                                      At 1000 docs:   0.0300                                         +0.5

                                    R-Precision (prec. after R
                                    (=num_rel) docs. retrieved):
                                        Exact:        0.2112
                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                             51   55       60                65         70    75

                                                                                                                                  Topic number
Univ. Dortmund, GIRT German, Auto, TD                                                                                      Run GIRTsppc
 Average precision                  Overall statistics                                                                    Recall−Precision Values
 (individual queries):              (for 24 queries):                                                 1.0

 Query 51: 0.2302                   Total number of documents
 Query 52: 0.0849                   over all queries
 Query 53: 0.1135                       Retrieved:    24000                                          0.8
 Query 54: 0.2055                       Relevant:       961
 Query 55: 0.0050                       Rel_ret:        625
 Query 56: 0.1015
 Query 57: 0.3270                   Interpolated Recall -
 Query 58: 0.0047                   Precision Averages:                                              0.6
 Query 59: 0.6436                       at 0.00       0.5650
 Query 60: 0.0919                       at 0.10       0.3470
 Query 61: 0.0047                       at 0.20       0.2849




                                                                    Precision
 Query 62: 0.0468                       at 0.30       0.2451                                         0.4
 Query 63: 0.0005                       at 0.40       0.1735
 Query 64: 0.1499                       at 0.50       0.1562
 Query 65: 0.0016                       at 0.60       0.1172
 Query 67: 0.2397                       at 0.70       0.0789                                         0.2
 Query 68: 0.4239                       at 0.80       0.0548
 Query 69: 0.0006                       at 0.90       0.0255
 Query 70: 0.0968                       at 1.00       0.0107
 Query 71: 0.0736
                                                                                                     0.0
 Query 72: 0.4489                   Avg. prec. (non-interpolated)                                      0.0        0.2       0.4              0.6        0.8    1.0
 Query 73: 0.3946                   for all rel. documents
 Query 74: 0.1960                                     0.1654                                                                        Recall
 Query 75: 0.0853                   Precision:
                                      At    5 docs:   0.3083                                                               Run GIRTsppc
                                      At   10 docs:   0.2583
                                      At   15 docs:   0.2389                                                            Comparison to median by topic
                                      At   20 docs:   0.2188                                         +1.0
                                      At   30 docs:   0.2014
                                      At 100 docs:    0.1208
                                      At 200 docs:    0.0833
                                      At 500 docs:    0.0443
                                      At 1000 docs:   0.0260                                         +0.5

                                    R-Precision (prec. after R
                                    (=num_rel) docs. retrieved):
                                        Exact:        0.1932
                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                             51   55       60                65         70    75

                                                                                                                                  Topic number
Univ. Dortmund, GIRT German, Auto, TD                                                                                      Run GIRTstem
 Average precision                  Overall statistics                                                                    Recall−Precision Values
 (individual queries):              (for 24 queries):                                                 1.0

 Query 51: 0.0963                   Total number of documents
 Query 52: 0.2224                   over all queries
 Query 53: 0.0654                       Retrieved:    24000                                          0.8
 Query 54: 0.0570                       Relevant:       961
 Query 55: 0.0187                       Rel_ret:        510
 Query 56: 0.0688
 Query 57: 0.2902                   Interpolated Recall -
                                                                                                     0.6
 Query 58: 0.0044                   Precision Averages:
 Query 59: 0.0276                       at 0.00       0.5118
 Query 60: 0.0043                       at 0.10       0.3646




                                                                    Precision
 Query 61: 0.0096                       at 0.20       0.3174
 Query 62: 0.0100                       at 0.30       0.2729                                         0.4
 Query 63: 0.0877                       at 0.40       0.2272
 Query 64: 0.1275                       at 0.50       0.1948
 Query 65: 0.0059                       at 0.60       0.1583
 Query 67: 0.8000                       at 0.70       0.0977                                         0.2
 Query 68: 0.0180                       at 0.80       0.0839
 Query 69: 0.2500                       at 0.90       0.0200
 Query 70: 0.1778                       at 1.00       0.0041
 Query 71: 0.2331
                                                                                                     0.0
 Query 72: 0.3292                   Avg. prec. (non-interpolated)                                      0.0        0.2       0.4              0.6        0.8    1.0
 Query 73: 0.7093                   for all rel. documents
 Query 74: 0.6788                                     0.1890                                                                        Recall
 Query 75: 0.2435                   Precision:
                                      At    5 docs:   0.3250                                                               Run GIRTstem
                                      At   10 docs:   0.2542                                                            Comparison to median by topic
                                      At   15 docs:   0.2250
                                                                                                     +1.0
                                      At   20 docs:   0.2062
                                      At   30 docs:   0.1681
                                      At 100 docs:    0.0958
                                      At 200 docs:    0.0637
                                      At 500 docs:    0.0343
                                      At 1000 docs:   0.0213                                         +0.5

                                    R-Precision (prec. after R
                                    (=num_rel) docs. retrieved):
                                        Exact:        0.2382
                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                             51   55       60                65         70    75

                                                                                                                                  Topic number
University of Amsterdam, GIRT English, Auto, TD                                                                         Run UAmsC02EnGiTTiKW
 Average precision                  Overall statistics                                                                       Recall−Precision Values
 (individual queries):              (for 24 queries):                                                 1.0

 Query 51: 0.1443                   Total number of documents
 Query 52: 0.0346                   over all queries
 Query 53: 0.0002                       Retrieved:    24000                                          0.8
 Query 54: 0.0929                       Relevant:       961
 Query 55: 0.0001                       Rel_ret:        253
 Query 56: 0.0009
 Query 57: 0.0069                   Interpolated Recall -
                                                                                                     0.6
 Query 58: 0.0027                   Precision Averages:
 Query 59: 0.0126                       at 0.00       0.2694
 Query 60: 0.0333                       at 0.10       0.1868




                                                                    Precision
 Query 61: 0.0019                       at 0.20       0.1182
 Query 62: 0.0339                       at 0.30       0.0890                                         0.4
 Query 63: 0.0000                       at 0.40       0.0485
 Query 64: 0.0375                       at 0.50       0.0416
 Query 65: 0.0005                       at 0.60       0.0366
 Query 67: 0.0922                       at 0.70       0.0264                                         0.2
 Query 68: 0.0164                       at 0.80       0.0146
 Query 69: 0.0005                       at 0.90       0.0043
 Query 70: 0.1746                       at 1.00       0.0037
 Query 71: 0.0034
                                                                                                     0.0
 Query 72: 0.1588                   Avg. prec. (non-interpolated)                                      0.0        0.2          0.4              0.6        0.8    1.0
 Query 73: 0.4145                   for all rel. documents
 Query 74: 0.0640                                     0.0620                                                                           Recall
 Query 75: 0.1618                   Precision:
                                      At    5 docs:   0.1417                                                            Run UAmsC02EnGiTTiKW
                                      At   10 docs:   0.1417                                                               Comparison to median by topic
                                      At   15 docs:   0.1472
                                                                                                     +1.0
                                      At   20 docs:   0.1271
                                      At   30 docs:   0.1056
                                      At 100 docs:    0.0542
                                      At 200 docs:    0.0354
                                      At 500 docs:    0.0187
                                      At 1000 docs:   0.0105                                         +0.5

                                    R-Precision (prec. after R
                                    (=num_rel) docs. retrieved):
                                        Exact:        0.1052
                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                             51   55          60                65         70    75

                                                                                                                                     Topic number
University of Amsterdam, GIRT English, Auto, TD                                                                         Run UAmsC02EnGiTTiRR
 Average precision                  Overall statistics                                                                      Recall−Precision Values
 (individual queries):              (for 24 queries):                                                 1.0

 Query 51: 0.1648                   Total number of documents
 Query 52: 0.0413                   over all queries
 Query 53: 0.0001                       Retrieved:    24000                                          0.8
 Query 54: 0.0715                       Relevant:       961
 Query 55: 0.0001                       Rel_ret:        251
 Query 56: 0.0004
 Query 57: 0.0042                   Interpolated Recall -
                                                                                                     0.6
 Query 58: 0.0159                   Precision Averages:
 Query 59: 0.0114                       at 0.00       0.3022
 Query 60: 0.0196                       at 0.10       0.1921




                                                                    Precision
 Query 61: 0.0017                       at 0.20       0.1489
 Query 62: 0.0335                       at 0.30       0.1129                                         0.4
 Query 63: 0.0000                       at 0.40       0.0554
 Query 64: 0.0536                       at 0.50       0.0446
 Query 65: 0.0006                       at 0.60       0.0317
 Query 67: 0.0854                       at 0.70       0.0228                                         0.2
 Query 68: 0.0180                       at 0.80       0.0143
 Query 69: 0.0007                       at 0.90       0.0077
 Query 70: 0.1961                       at 1.00       0.0008
 Query 71: 0.0040
                                                                                                     0.0
 Query 72: 0.1966                   Avg. prec. (non-interpolated)                                      0.0        0.2         0.4              0.6        0.8    1.0
 Query 73: 0.4268                   for all rel. documents
 Query 74: 0.1428                                     0.0704                                                                          Recall
 Query 75: 0.2016                   Precision:
                                      At    5 docs:   0.1750                                                            Run UAmsC02EnGiTTiRR
                                      At   10 docs:   0.1583                                                              Comparison to median by topic
                                      At   15 docs:   0.1500
                                                                                                     +1.0
                                      At   20 docs:   0.1437
                                      At   30 docs:   0.1208
                                      At 100 docs:    0.0617
                                      At 200 docs:    0.0371
                                      At 500 docs:    0.0189
                                      At 1000 docs:   0.0105                                         +0.5

                                    R-Precision (prec. after R
                                    (=num_rel) docs. retrieved):
                                        Exact:        0.1204
                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                             51   55         60                65         70    75

                                                                                                                                    Topic number
University of Amsterdam, GIRT German, Auto, TD                                                                          Run UAmsC02GeGiTT
 Average precision                  Overall statistics                                                                     Recall−Precision Values
 (individual queries):              (for 24 queries):                                                 1.0

 Query 51: 0.2411                   Total number of documents
 Query 52: 0.1203                   over all queries
 Query 53: 0.1549                       Retrieved:    24000                                          0.8
 Query 54: 0.1915                       Relevant:       961
 Query 55: 0.0276                       Rel_ret:        603
 Query 56: 0.1144
 Query 57: 0.1484                   Interpolated Recall -
                                                                                                     0.6
 Query 58: 0.0097                   Precision Averages:
 Query 59: 0.2451                       at 0.00       0.6310
 Query 60: 0.0033                       at 0.10       0.4342




                                                                    Precision
 Query 61: 0.0983                       at 0.20       0.3105
 Query 62: 0.1725                       at 0.30       0.2396                                         0.4
 Query 63: 0.0094                       at 0.40       0.1555
 Query 64: 0.1725                       at 0.50       0.1306
 Query 65: 0.0050                       at 0.60       0.0809
 Query 67: 0.3756                       at 0.70       0.0567                                         0.2
 Query 68: 0.0354                       at 0.80       0.0397
 Query 69: 0.1667                       at 0.90       0.0099
 Query 70: 0.3191                       at 1.00       0.0035
 Query 71: 0.1886
                                                                                                     0.0
 Query 72: 0.2125                   Avg. prec. (non-interpolated)                                      0.0        0.2        0.4              0.6        0.8    1.0
 Query 73: 0.4064                   for all rel. documents
 Query 74: 0.3500                                     0.1639                                                                         Recall
 Query 75: 0.1658                   Precision:
                                      At    5 docs:   0.3500                                                            Run UAmsC02GeGiTT
                                      At   10 docs:   0.2792                                                             Comparison to median by topic
                                      At   15 docs:   0.2278
                                                                                                     +1.0
                                      At   20 docs:   0.2104
                                      At   30 docs:   0.1708
                                      At 100 docs:    0.1112
                                      At 200 docs:    0.0760
                                      At 500 docs:    0.0420
                                      At 1000 docs:   0.0251                                         +0.5

                                    R-Precision (prec. after R
                                    (=num_rel) docs. retrieved):
                                        Exact:        0.2071
                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                             51   55        60                65         70    75

                                                                                                                                   Topic number
University of Amsterdam, GIRT German, Auto, TD                                                                          Run UAmsC02GeGiTTiKW
 Average precision                  Overall statistics                                                                       Recall−Precision Values
 (individual queries):              (for 24 queries):                                                 1.0

 Query 51: 0.1650                   Total number of documents
 Query 52: 0.1230                   over all queries
 Query 53: 0.2297                       Retrieved:    24000                                          0.8
 Query 54: 0.2186                       Relevant:       961
 Query 55: 0.0274                       Rel_ret:        636
 Query 56: 0.2009
 Query 57: 0.1607                   Interpolated Recall -
                                                                                                     0.6
 Query 58: 0.0073                   Precision Averages:
 Query 59: 0.3162                       at 0.00       0.6339
 Query 60: 0.0032                       at 0.10       0.4176




                                                                    Precision
 Query 61: 0.0905                       at 0.20       0.3071
 Query 62: 0.0636                       at 0.30       0.2244                                         0.4
 Query 63: 0.0269                       at 0.40       0.1741
 Query 64: 0.1649                       at 0.50       0.1346
 Query 65: 0.0068                       at 0.60       0.0951
 Query 67: 0.6511                       at 0.70       0.0687                                         0.2
 Query 68: 0.0706                       at 0.80       0.0517
 Query 69: 0.0876                       at 0.90       0.0193
 Query 70: 0.3255                       at 1.00       0.0108
 Query 71: 0.1960
                                                                                                     0.0
 Query 72: 0.2091                   Avg. prec. (non-interpolated)                                      0.0        0.2          0.4              0.6        0.8    1.0
 Query 73: 0.3343                   for all rel. documents
 Query 74: 0.2180                                     0.1687                                                                           Recall
 Query 75: 0.1527                   Precision:
                                      At    5 docs:   0.3250                                                            Run UAmsC02GeGiTTiKW
                                      At   10 docs:   0.2750                                                               Comparison to median by topic
                                      At   15 docs:   0.2389
                                                                                                     +1.0
                                      At   20 docs:   0.2083
                                      At   30 docs:   0.1847
                                      At 100 docs:    0.1221
                                      At 200 docs:    0.0823
                                      At 500 docs:    0.0438
                                      At 1000 docs:   0.0265                                         +0.5

                                    R-Precision (prec. after R
                                    (=num_rel) docs. retrieved):
                                        Exact:        0.2048
                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                             51   55          60                65         70    75

                                                                                                                                     Topic number
University of Amsterdam, GIRT German, Auto, TD                                                                          Run UAmsC02GeGiTTiRR
 Average precision                  Overall statistics                                                                      Recall−Precision Values
 (individual queries):              (for 24 queries):                                                 1.0

 Query 51: 0.2323                   Total number of documents
 Query 52: 0.1492                   over all queries
 Query 53: 0.3242                       Retrieved:    24000                                          0.8
 Query 54: 0.2287                       Relevant:       961
 Query 55: 0.0377                       Rel_ret:        603
 Query 56: 0.1660
 Query 57: 0.1691                   Interpolated Recall -
                                                                                                     0.6
 Query 58: 0.0087                   Precision Averages:
 Query 59: 0.3511                       at 0.00       0.6685
 Query 60: 0.0025                       at 0.10       0.4222




                                                                    Precision
 Query 61: 0.0843                       at 0.20       0.3417
 Query 62: 0.0726                       at 0.30       0.2709                                         0.4
 Query 63: 0.0249                       at 0.40       0.1913
 Query 64: 0.1685                       at 0.50       0.1657
 Query 65: 0.0055                       at 0.60       0.1014
 Query 67: 0.4000                       at 0.70       0.0748                                         0.2
 Query 68: 0.0643                       at 0.80       0.0508
 Query 69: 0.1667                       at 0.90       0.0177
 Query 70: 0.3676                       at 1.00       0.0065
 Query 71: 0.2936
                                                                                                     0.0
 Query 72: 0.2344                   Avg. prec. (non-interpolated)                                      0.0        0.2         0.4              0.6        0.8    1.0
 Query 73: 0.4642                   for all rel. documents
 Query 74: 0.3665                                     0.1906                                                                          Recall
 Query 75: 0.1908                   Precision:
                                      At    5 docs:   0.3583                                                            Run UAmsC02GeGiTTiRR
                                      At   10 docs:   0.3167                                                              Comparison to median by topic
                                      At   15 docs:   0.2639
                                                                                                     +1.0
                                      At   20 docs:   0.2333
                                      At   30 docs:   0.1986
                                      At 100 docs:    0.1262
                                      At 200 docs:    0.0887
                                      At 500 docs:    0.0465
                                      At 1000 docs:   0.0251                                         +0.5

                                    R-Precision (prec. after R
                                    (=num_rel) docs. retrieved):
                                        Exact:        0.2138
                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                             51   55         60                65         70    75

                                                                                                                                    Topic number
ISU, Univ. Hildesheim, GIRT German, Auto, TD                                                                                Run UHi02r1
 Average precision                  Overall statistics                                                                    Recall−Precision Values
 (individual queries):              (for 24 queries):                                                 1.0

 Query 51: 0.0815                   Total number of documents
 Query 52: 0.0773                   over all queries
 Query 53: 0.0875                       Retrieved:    23751                                          0.8
 Query 54: 0.1516                       Relevant:       961
 Query 55: 0.0600                       Rel_ret:        387
 Query 56: 0.0640
 Query 57: 0.2197                   Interpolated Recall -
                                                                                                     0.6
 Query 58: 0.0025                   Precision Averages:
 Query 59: 0.2614                       at 0.00       0.5582
 Query 60: 0.0016                       at 0.10       0.3472




                                                                    Precision
 Query 61: 0.1040                       at 0.20       0.1920
 Query 62: 0.0199                       at 0.30       0.1420                                         0.4
 Query 63: 0.0079                       at 0.40       0.0804
 Query 64: 0.1136                       at 0.50       0.0617
 Query 65: 0.0299                       at 0.60       0.0229
 Query 67: 0.0000                       at 0.70       0.0124                                         0.2
 Query 68: 0.0057                       at 0.80       0.0033
 Query 69: 0.1667                       at 0.90       0.0020
 Query 70: 0.0601                       at 1.00       0.0017
 Query 71: 0.2760
                                                                                                     0.0
 Query 72: 0.1139                   Avg. prec. (non-interpolated)                                      0.0        0.2       0.4              0.6        0.8    1.0
 Query 73: 0.4618                   for all rel. documents
 Query 74: 0.2479                                     0.1093                                                                        Recall
 Query 75: 0.0097                   Precision:
                                      At    5 docs:   0.2667                                                                 Run UHi02r1
                                      At   10 docs:   0.2250                                                            Comparison to median by topic
                                      At   15 docs:   0.2028
                                                                                                     +1.0
                                      At   20 docs:   0.1875
                                      At   30 docs:   0.1542
                                      At 100 docs:    0.0783
                                      At 200 docs:    0.0508
                                      At 500 docs:    0.0277
                                      At 1000 docs:   0.0161                                         +0.5

                                    R-Precision (prec. after R
                                    (=num_rel) docs. retrieved):
                                        Exact:        0.1363
                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                             51   55       60                65         70    75

                                                                                                                                  Topic number
ISU, Univ. Hildesheim, GIRT German, Auto, TD                                                                                Run UHi02r2
 Average precision                  Overall statistics                                                                    Recall−Precision Values
 (individual queries):              (for 24 queries):                                                 1.0

 Query 51: 0.0826                   Total number of documents
 Query 52: 0.0761                   over all queries
 Query 53: 0.0880                       Retrieved:    23751                                          0.8
 Query 54: 0.1481                       Relevant:       961
 Query 55: 0.0589                       Rel_ret:        397
 Query 56: 0.0659
 Query 57: 0.2353                   Interpolated Recall -
                                                                                                     0.6
 Query 58: 0.0023                   Precision Averages:
 Query 59: 0.2587                       at 0.00       0.5554
 Query 60: 0.0016                       at 0.10       0.3385




                                                                    Precision
 Query 61: 0.1014                       at 0.20       0.2134
 Query 62: 0.0193                       at 0.30       0.1502                                         0.4
 Query 63: 0.0077                       at 0.40       0.0818
 Query 64: 0.1129                       at 0.50       0.0602
 Query 65: 0.0356                       at 0.60       0.0224
 Query 67: 0.0000                       at 0.70       0.0149                                         0.2
 Query 68: 0.0053                       at 0.80       0.0034
 Query 69: 0.1667                       at 0.90       0.0022
 Query 70: 0.0613                       at 1.00       0.0017
 Query 71: 0.2455
                                                                                                     0.0
 Query 72: 0.1082                   Avg. prec. (non-interpolated)                                      0.0        0.2       0.4              0.6        0.8    1.0
 Query 73: 0.4624                   for all rel. documents
 Query 74: 0.2752                                     0.1097                                                                        Recall
 Query 75: 0.0141                   Precision:
                                      At    5 docs:   0.2750                                                                 Run UHi02r2
                                      At   10 docs:   0.2167                                                            Comparison to median by topic
                                      At   15 docs:   0.2000
                                                                                                     +1.0
                                      At   20 docs:   0.1854
                                      At   30 docs:   0.1542
                                      At 100 docs:    0.0771
                                      At 200 docs:    0.0508
                                      At 500 docs:    0.0272
                                      At 1000 docs:   0.0165                                         +0.5

                                    R-Precision (prec. after R
                                    (=num_rel) docs. retrieved):
                                        Exact:        0.1336
                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                             51   55       60                65         70    75

                                                                                                                                  Topic number
XRCE Xerox, GIRT English, Auto, T                                                                                           Run xrcegirt1
 Average precision                  Overall statistics                                                                    Recall−Precision Values
 (individual queries):              (for 24 queries):                                                 1.0

 Query 51: 0.0395                   Total number of documents
 Query 52: 0.0572                   over all queries
 Query 53: 0.0150                       Retrieved:    24000
                                                                                                     0.8
 Query 54: 0.1692                       Relevant:       961
 Query 55: 0.1140                       Rel_ret:        663
 Query 56: 0.0250
 Query 57: 0.0192                   Interpolated Recall -
 Query 58: 0.0389                   Precision Averages:                                              0.6
 Query 59: 0.4142                       at 0.00       0.3978
 Query 60: 0.1159                       at 0.10       0.2474
 Query 61: 0.1436                       at 0.20       0.2095




                                                                    Precision
 Query 62: 0.0529                       at 0.30       0.1925                                         0.4
 Query 63: 0.1087                       at 0.40       0.1518
 Query 64: 0.0597                       at 0.50       0.1298
 Query 65: 0.0122                       at 0.60       0.0975
 Query 67: 0.0302                       at 0.70       0.0661                                         0.2
 Query 68: 0.4370                       at 0.80       0.0405
 Query 69: 0.0182                       at 0.90       0.0198
 Query 70: 0.0572                       at 1.00       0.0039
 Query 71: 0.1050
                                                                                                     0.0
 Query 72: 0.0444                   Avg. prec. (non-interpolated)                                      0.0        0.2       0.4              0.6        0.8    1.0
 Query 73: 0.5613                   for all rel. documents
 Query 74: 0.3632                                     0.1255                                                                        Recall
 Query 75: 0.0103                   Precision:
                                      At    5 docs:   0.1667                                                                Run xrcegirt1
                                      At   10 docs:   0.1917
                                      At   15 docs:   0.1750                                                            Comparison to median by topic
                                      At   20 docs:   0.1646                                         +1.0
                                      At   30 docs:   0.1528
                                      At 100 docs:    0.1154
                                      At 200 docs:    0.0827
                                      At 500 docs:    0.0467
                                      At 1000 docs:   0.0276                                         +0.5

                                    R-Precision (prec. after R
                                    (=num_rel) docs. retrieved):
                                        Exact:        0.1621
                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                             51   55       60                65         70    75

                                                                                                                                  Topic number
XRCE Xerox, GIRT English, Auto, T                                                                                           Run xrcegirt3
 Average precision                  Overall statistics                                                                    Recall−Precision Values
 (individual queries):              (for 24 queries):                                                 1.0

 Query 51: 0.0395                   Total number of documents
 Query 52: 0.0332                   over all queries
 Query 53: 0.0197                       Retrieved:    24000
                                                                                                     0.8
 Query 54: 0.1692                       Relevant:       961
 Query 55: 0.1140                       Rel_ret:        658
 Query 56: 0.0250
 Query 57: 0.0179                   Interpolated Recall -
 Query 58: 0.0204                   Precision Averages:                                              0.6
 Query 59: 0.4167                       at 0.00       0.3848
 Query 60: 0.0900                       at 0.10       0.2380
 Query 61: 0.1436                       at 0.20       0.1869




                                                                    Precision
 Query 62: 0.0191                       at 0.30       0.1714                                         0.4
 Query 63: 0.1490                       at 0.40       0.1489
 Query 64: 0.0637                       at 0.50       0.1275
 Query 65: 0.0098                       at 0.60       0.0930
 Query 67: 0.0302                       at 0.70       0.0631                                         0.2
 Query 68: 0.4370                       at 0.80       0.0383
 Query 69: 0.0118                       at 0.90       0.0141
 Query 70: 0.0572                       at 1.00       0.0038
 Query 71: 0.1003
                                                                                                     0.0
 Query 72: 0.0438                   Avg. prec. (non-interpolated)                                      0.0        0.2       0.4              0.6        0.8    1.0
 Query 73: 0.4641                   for all rel. documents
 Query 74: 0.3716                                     0.1191                                                                        Recall
 Query 75: 0.0103                   Precision:
                                      At    5 docs:   0.1500                                                                Run xrcegirt3
                                      At   10 docs:   0.1750
                                      At   15 docs:   0.1667                                                            Comparison to median by topic
                                      At   20 docs:   0.1688                                         +1.0
                                      At   30 docs:   0.1514
                                      At 100 docs:    0.1129
                                      At 200 docs:    0.0819
                                      At 500 docs:    0.0463
                                      At 1000 docs:   0.0274                                         +0.5

                                    R-Precision (prec. after R
                                    (=num_rel) docs. retrieved):
                                        Exact:        0.1459
                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                             51   55       60                65         70    75

                                                                                                                                  Topic number
XRCE Xerox, GIRT English, Auto, T                                                                                           Run xrcegirt4
 Average precision                  Overall statistics                                                                    Recall−Precision Values
 (individual queries):              (for 24 queries):                                                 1.0

 Query 51: 0.0369                   Total number of documents
 Query 52: 0.0585                   over all queries
 Query 53: 0.0150                       Retrieved:    24000
                                                                                                     0.8
 Query 54: 0.1422                       Relevant:       961
 Query 55: 0.0574                       Rel_ret:        653
 Query 56: 0.0217
 Query 57: 0.0174                   Interpolated Recall -
 Query 58: 0.0288                   Precision Averages:                                              0.6
 Query 59: 0.3812                       at 0.00       0.3322
 Query 60: 0.1211                       at 0.10       0.2235
 Query 61: 0.1299                       at 0.20       0.1800




                                                                    Precision
 Query 62: 0.0423                       at 0.30       0.1660                                         0.4
 Query 63: 0.0822                       at 0.40       0.1282
 Query 64: 0.0450                       at 0.50       0.1118
 Query 65: 0.0109                       at 0.60       0.0788
 Query 67: 0.0353                       at 0.70       0.0579                                         0.2
 Query 68: 0.4174                       at 0.80       0.0407
 Query 69: 0.0172                       at 0.90       0.0181
 Query 70: 0.0440                       at 1.00       0.0032
 Query 71: 0.0867
                                                                                                     0.0
 Query 72: 0.0350                   Avg. prec. (non-interpolated)                                      0.0        0.2       0.4              0.6        0.8    1.0
 Query 73: 0.5309                   for all rel. documents
 Query 74: 0.2604                                     0.1095                                                                        Recall
 Query 75: 0.0105                   Precision:
                                      At    5 docs:   0.1333                                                                Run xrcegirt4
                                      At   10 docs:   0.1500
                                      At   15 docs:   0.1417                                                            Comparison to median by topic
                                      At   20 docs:   0.1417                                         +1.0
                                      At   30 docs:   0.1389
                                      At 100 docs:    0.1058
                                      At 200 docs:    0.0773
                                      At 500 docs:    0.0445
                                      At 1000 docs:   0.0272                                         +0.5

                                    R-Precision (prec. after R
                                    (=num_rel) docs. retrieved):
                                        Exact:        0.1453
                                                                                                      0.0
                                                                    Difference (average precision)




                                                                                                     −0.5




                                                                                                     −1.0
                                                                                                             51   55       60                65         70    75

                                                                                                                                  Topic number