Proceedings of the
     Doctoral Symposium of the XXXV
   International Conference of the Spanish
   Society for Natural Language Processing
                (SEPLN 2019)


                           September 25th 2019
                  Universidad del Paı́s Vasco UPV/EHU
                              Bilbao, Spain

                                         Edited by
                                        Elena Lloret
                                       Estela Saquete
                                  Patricio Martı́nez-Barco
                                  Robiert Sepúlveda-Torres



                              Organized and Sponsored by




Copyright c 2019 for the individual papers by the papers’ authors. Copyright c 2019 for
the volume as a collection by its editors. This volume and its papers are published under the
Creative Commons License Attribution 4.0 International (CC BY 4.0).

 c 2019 The authors
ISSN: 1613-0073
Preface

This volume contains the papers from the Doctoral Symposium of the XXXV International Con-
ference of the Spanish Society for Natural Language Processing (SEPLN-DS), held on September
25, 2019, in Bilbao, Spain.
    This scientific event convened PhD researchers with an interest in the latest research work
and developments in the field of Natural Language Processing (NLP), employing computational
techniques for the purpose of learning, understanding, and producing human language content,
as well as new possibilities of real-world applications and R&D projects in this field.
    The present volume includes the eleven following papers, submitted in English or Spanish:
   • Desarrollo de la capacidad de resumen y procesamiento de los resúmenes de textos esco-
     lares
     Unai Atutxa (Universidad del Paı́s Vasco UPV/EHU)
   • Usando la minerı́a de emociones para la detección de problemas reales
     Flor Miriam Plaza-del-Arco (Universidad de Jaén)
   • Abbreviation Extraction and Normalization in Spanish Clinical Text
     Areej M.M. Istaiti (Universidad Carlos III de Madrid)
   • Reconocimiento de Entidades Nombradas en español aplicado al dominio biomédico
     Pilar López- Úbeda (Universidad de Jaén)
   • Exploring the role of syntax in irony and stance detection tasks
     Alessandra Teresa Cignarella (Universidad Politécnica Valencia)
   • Sistema de extracción de caracterı́sticas lingüı́sticas en español para tareas de Proce-
     samiento del Lenguaje Natural
     José Antonio Garcı́a-Dı́az (Universidad de Murcia)
   • Análisis y tipificación de errores para una propuesta de mejora de informes médicos en
     español
     Jésica López-Hernández (Universidad de Murcia)
   • Avances en el modelado del Ciberbullying desde la perspectiva de las Tecnologı́as del
     Lenguaje Humano
     Beatriz Botella Gil (Universidad de Alicante)
   • Identification of Offensive Language in Social Media
     Lütfiye Seda Mut Altin (Universitat Pompeu Fabra)
   • Context-aware Automatic Text Simplification
     Kim Cheng Sheang (Universitat Pompeu Fabra)
   • Towards Accessible Abstractive Text Summarization
     Tatiana Vodolazova (Universidad de Alicante)
Volume Editors
Elena Lloret, Universidad de Alicante, Spain
Estela Saquete, Universidad de Alicante, Spain
Patricio Martı́nez-Barco, Universidad de Alicante, Spain
Robiert Sepúlveda-Torres, Universidad de Alicante, Spain


Acknowledgements
The preparation of this Symposium has been possible thanks to the organizing committee of
the XXXV International Conference of the Spanish Society for Natural Language Processing
and its sponsor: Elhuyar. In addition, we would like to thank the organization behind this
conference (Sociedad Española para el Procesamiento del Lenguaje - SEPLN).
    This Symposium has also been possible thanks to PLN.NET (TIN2016-81739-REDT), an ex-
cellence network funded by the 2016 call of dynamization actions “REDES DE EXCELENCIA”,
within the State Program of Scientific and Technical Excellence Research, State Subprogram of
Generation of Knowledge.
    Last but not least, thanks to all those who submitted papers to the symposium, as well as to
all mentors that agreed to review submitted papers and all those who contributed to discussions
on the day. We also acknowledge the publisher CEUR-WS, which greatly aided the publication
of this volume.
Doctoral Symposium SEPLN 2019
Committees

Organizing Committee
Elena Lloret, Universidad de Alicante, Spain
Estela Saquete, Universidad de Alicante, Spain
Patricio Martı́nez-Barco, Universidad de Alicante, Spain



Program Committee
Lourdes Araújo Serna, UNED (Spain)
Fermı́n Cruz, Universidad de Sevilla (Spain)
Miguel Ángel Garcı́a Cumbreras, Universidad de Jaén (Spain)
Marı́a Teresa Martı́n Valdivia Universidad de Jaén (Spain)
Eugenio Martı́nez Cámara, Universidad de Jaén (Spain)
Paloma Martı́nez, Universidad Carlos III de Madrid (Spain)
Andrés Montoyo, Universidad de Alicante (Spain)
Rafael Muñoz, Universidad de Alicante (Spain)
Horacio Rodrı́guez Hontoria, Universitat Politècnica de Catalunya (Spain)
Horacio Saggion, Universitat Pompeu Fabra (Spain)
José Antonio Troyano Jiménez, Universidad de Sevilla (Spain)
Rafael Valencia Garcı́a, Universidad de Murcia (Spain)