NLP-DS 2024

Table of Contents

• PDF
  
• An Approach to a Cost-Effective and Controllable Text Generation Architecture 1-8 PDF
  Iván Martínez-Murillo
• Natural Language Processing Models for Knowledge Discovery in Medical Texts 9-14 PDF
  Eduardo Grande
• Analysing Linguistic Markers on Fake News to Enhance the Explainability of Deception Detection Systems 15-23 PDF
  Alba Pérez-Montero
• Educational Material to Knowledge Graph Conversion: A Methodology to Enhance Digital Education 24-32 PDF
  Miquel Canal-Esteve
• Bias Mitigation in Corpora for LLMs Training Applied to Text Simplification 33-41 PDF
  Victoria Muñoz-García
• Natural Language Processing in the Detection and Treatment of Mental Health Issues 42-50 PDF
  Alba María Mármol-Montero
• Reusing, Recycling and Reducing Large Models for Developing Green and Responsible Language Technology 51-59 PDF
  Ainhoa Vivel-Couso
• Towards User-Reliable Machine Translation Evaluation 60-68 PDF
  Sofía García González
• Improving AutoML for LLMs via Knowledge-Based Meta-Learning 69-77 PDF
  Ernesto Luis Estevanell-Valladares
• Improving Robustness and Reproducibility in Validation of Natural Language Generation Systems 78-86 PDF
  Javier González-Corbelle
• Evaluation of Large Language Models in Multilingual Settings 87-95 PDF
  Maite Heredia Arribas
• Artificial Intelligence and Natural Language Processing Applied to Design 96-104 PDF
  María Villalba
• Can Natural Language Processing Technologies Help the Digital Transformation of Local Public Administrations? 105-113 PDF
  Ángel Lloret
• Using Argumentation Theory to Fight Misinformation 114-122 PDF
  Blanca Calvo Figueras
• Multimodal Emotion Recognition in the Political Domain in Spanish 123-131 PDF
  Ronghao Pan
• Analysis of Lexical Ambiguity in Vector Space Models 132-139 PDF
  Marta Vázquez Abuín
• Leveraging Temporal Analysis to Predict the Impact of Political Messages on Social Media in Spanish 140-148 PDF
  Ibai Guillén Pacho
• Enhancing Trustworthy in NLP Systems Through Explainability 149-155 PDF
  Santiago González-Silot
• Adaptation of Large Language Models for Spanish Text Generation in Responsible AI Problems 156-163 PDF
  María Estrella Vallecillo Rodríguez
• Word Sense Disambiguation for Linking Domain-Specific Resources 164-172 PDF
  Lucía Palacios
• Separating Linguistic Competence from Factual Knowledge in Large Language Models 173-177 PDF
  Jaime Collado-Montañez
• Automatic Medical Knowledge Graph Construction 178-186 PDF
  Joel Pardo-Ferrera
• Application of Artificial Intelligence to Knowledge Discovery for the Maintenance and Conservation of Botanical Gardens 187-192 PDF
  Claudia Aguilar-Rajme
• Automatic Text Classification using Readability Levels in Galician and Spanish 193-201 PDF
  Sandra Rodríguez Rey