PLNnet-DS-2020
Doctoral Symposium on Natural Language Processing from the PLN.net network 2020

Table of Contents

• Preface
  Summary: There were 9 papers submitted for peer-review to this Doctoral Symposium on Lexical Simplification, Affective Computing, Fake News and Biomedicine.

Lexical Simplification

• Simplificación Léxica para la Mejora de la Accesibilidad Cognitiva
  (Lexical Simplification to Improve Cognitive Accessibility) 1-7
  Rodrigo Alarcón García

Affective Computing

• Using Linguistic Features for Improving Automatic Text Classification Tasks in Spanish 8-15
  José Antonio García Díaz
• La Clasificación de Emociones y su Aplicación a la Detección del Lenguaje Ofensivo
  (Emotion Classification and its Application to Offensive Language Detection) 16-22
  Flor Miriam Plaza-del-Arco
• Multilingual and Multimodal Hate Speech Detection in Social Media 23-30
  Gretel Liz De la Peña Sarracén

Fake News

• The Disinformation Battle: Linguistics and Artificial Intelligence Join to Beat it 31-37
  Alba Bonet Jover
• Identification of Fake News by Contradiction Detection in Texts 38-43
  Robiert Sepúlveda Torres
• Profiling and Detecting Fake News Spreaders on Social Media 44-50
  María Soledad Espinosa Ruiz

Biomedicine

• Reconocimiento de Entidades Biomédicas para el Español mediante la Combinación de Word Embeddings
  (Recognition of Biomedical Entities in Spanish by Combining Word Embeddings) 51-57
  Pilar López Úbeda
• Avances en el Análisis y Tipificación de Errores para una Propuesta de Mejora de Informes Médicos en Español
  (Progress in the Analysis and Classification of Errors for a Proposal to Improve Medical Reports in Spanish) 58-63
  Jésica López Hernández