PLNnet-DS-2021
Doctoral Symposium on Natural Language Processing from the PLN.net network 2021

Table of Contents

• Preface
  Summary: There were 8 papers submitted for peer-review to this Doctoral Symposium. Out of these, 8 papers were accepted for this volume, 1 as regular paper and 7 as short papers.

Affective Computing (short papers)

• Evaluation of Linguistic Features Separately or Combined with Transformers for Solving Automatic Text Classification Tasks in Spanish 1-7
  José Antonio García Díaz
• A Supervised Approach for Sentiment Analysis using Skipgrams and its Application to Sentiment Visualisation in Social Media 8-13
  Javier Fernández Martínez

Fake News (short papers)

• Semi-automatic Annotation Proposal for Increasing a Fake News Dataset in Spanish 14-22
  Alba Bonet Jover
• Automatic Contradiction Detection in Spanish 23-31
  Robiert Sepúlveda Torres

Natural Language Generation (short paper)

• Communicative Intentions Annotation Scheme for Natural Language Generation 32-40
  María Miró Mestre

Social Bias (short paper)

• On the Detection of Political and Social Bias 41-49
  Javier Sánchez Junquera

Text Simplification

• Tailoring Automatic Text Simplification Output for Deaf and Hard of Hearing Adults 50-59
  Euan McGill

Named Entity Recognition (short paper)

• Using Named Entity Recognition to Identify Personification Constructions in an English <> Spanish Intermodal Corpus of the EP Committee on Petitions 60-66
  Fernando Sánchez Rodas