| Vol-3516 urn:nbn:de:0074-3516-7 Copyright © 2023 for the individual papers by the papers' authors. Copyright © 2023 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).

# SEPLN-PD 2023
Annual Conference of the Spanish Association for Natural Language Processing 2023: Projects and System Demonstrations

### Proceedings of the Annual Conference of the Spanish Association for Natural Language Processing 2023: Projects and System Demonstrations (SEPLN-PD 2023)
co-located with the International Conference of the Spanish Society for Natural Language Processing (SEPLN 2023)

### Jaén, Spain, September 27-29, 2023.

Edited by

### Eugenio Martínez Cámara *
Arturo Montejo Ráez *
M. Teresa Martín Valdivia *
L. Alfonso Ureña López *

* Universidad de Jaén, SINAI Research Group, Department of Computer Science, Jaén, Spain

## Table of Contents

- Preface
  Summary: There were 21 papers submitted for peer-review to this workshop. Out of these, 20 papers were accepted for this volume, 15 for project description and 5 for system dmonstrations. The works were carefully reviewed and later corrected according to the reviewers' suggestions.

### Projects

- OBSER‐MENH: Digital OBSERvatory of MENtal Health in Social Networks for Healthcare Institutions Based on Language Technologies 1-4
  Alicia Pérez, Maite Oronoz, Juan Martinez-Romo, Lourdes Araujo
- AI4Labour: Reshaping Labour Force Participation with Artificial Intelligence 5-10
  María Navas-Loro, Julián Arenas-Guerrero, Elena Montiel-Ponsoda
- DEFALAC: Automatic Detection and Generation of Fallacies Using Large Language Models Based on Deep Learning 11-15
  Fermín Cruz, José A. Troyano, Fernando Enríquez, F. Javier Ortega
- T2Know: An Advance Scientific-Tecnical Text Analysis Platform for Trend and Knowledge Extraction Using NLP Techniques 16-20
  Rafael Muñoz, Yoan Gutiérrez, Andrés Montoyo
- Improving Accessibility in PublicWeb Pages 21-25
  César Domínguez, Jónathan Heras, Félix Lanas, Gadea Mata, Julio Rubio, Mirari San Martín
- prevenIA: a Chatbot for Information and Prevention of Suicide and other Mental Health Disorders 26-30
  Pablo Ascorbe, María S. Campos, César Domínguez, Jónathan Heras, Ana Rosa Terroba-Reinares
- Conscious Natural Text Generation 31-35
  Elena Lloret, Armando Suárez, Antonio Ferrández, Tania Martin, Iván Martínez-Murillo, María Miró Maestre, Paloma Moreda, Borja Navarro-Colorado, Manuel Palomar
- Embedding Based Multilingual Atlas of Semantic Fields 36-40
  Jorge Alvarado
- CLEAR.TEXT Enhancing the Modernization Public Sector Organizations by Deploying Natural Language Processing to Make Their Digital Content CLEARER to Those with Cognitive Disabilities 41-44
  Paloma Moreda, Beatriz Botella, Isabel Espinosa, Elena Lloret, Tania J. Martin, Patricio Martinez, Armando Suárez, Manuel Palomar
- TAN-IBE: Neural Machine Translation for the Romance Languages of the Iberian Peninsula 45-49
  Antoni Oliver, Mercè Vàzquez, Marta Coll-Florit, Sergi Álvarez, Victor Suárez, Claudi Aventín-Boya, Cristina Valdés, Mar Font, Alejandro Pardos
- ODESIA: Space for Observing the Development of Spanish in Artificial Intelligence 50-54
  Enrique Amigó, Jorge Carrillo-de-Albornoz, Andrés Fernández, Julio Gonzalo, Miguel Lucas, Guillermo Marco, Roser Morante, Jacobo Pedrosa, Laura Plaza, Ibo Sanz, Beñat San-Sebastián
- AIInFunds. Intelligent Services for Monitoring Tendencies of Alternative Investment Funds 55-59
  José Antonio García-Díaz, José Antonio Miñarro-Giménez, Ángela Almela, Gema Alcaraz-Mármol, María José Marín-Pérez, Francisco García-Sánchez, Rafael Valencia-García
- IRAZ: Easy-to-Read Content Generation via Automated Text Simplification 60-65
  Thierry Etchegoyhen, Jesús Calleja-Perez, David Ponce
- HiTZ@Antidote: Argumentation-driven Explainable Artificial Intelligence for Digital Medicine 65-69
  Rodrigo Agerri, Iñigo Alonso, Aitziber Atutxa, Ander Berrondo, Ainara Estarrona, Iker Garcia-Ferrero, Iakes Goenaga, Koldo Gojenola, Maite Oronoz, Igor Perez-Tejedor, German Rigau, Anar Yeginbergenova
- CONVERSA: Effective and Efficient Resources and Models for Transformative Conversational AI in Spanish and Co-official Languages 70-74
  David Griol, Ksenia Kharitonova, David Pérez-Férnandez, Asier Gutiérrez-Fandiño, Zoraida Callejas

### System Demonstrations

- Describing the Architecture of NegesAPI, an API for Spanish Negation Processing 75-80
  José Valle-Aguilera, Salud María Jiménez-Zafra, Maria Teresa Martín-Valdivia, L. Alfonso Ureña-López
- QUA4I: Question Answering for the Industry 4.0 Domain. An Application of Intelligent Virtual Assistants 81-86
  Iñigo López-Riobóo-Botana, Dana Gallent-Iglesias, Sonia Gonzalez-Vázquez
- IVAMED: Intelligent Virtual Assistant for Medical Diagnosis 87-92
  Dana Gallent-Iglesias, Santiago Serantes-Raposo, Iñigo López-Riobóo-Botana, Sonia Gonzalez-Vázquez, Pablo Manuel Fernandez-Graña
- FD. A Platform for Monitoring Financial and Economic Information towards Alternative Investment Funds 93-97
  José Antonio García-Díaz, José Antonio Miñarro-Giménez, Ángela Almela, Gema Alcaraz-Mármol, María José Marín-Pérez, Rafal Valencia-García
- Intelligent Radar for Aragonese Tourism 98-103
  Rosa M. Montañés-Salas, Paula Peña-Larena, María del Carmen Rodrígez-Hernández, Luis García-Garcés, Pablo Pérez-Benedí, Sergio Mayo-Macías, Enrique Meléndez-Estrada, Rafael del-Hoyo-Alonso, José Luis Galar-Gimeno

2023-09-19: submitted by Eugenio Martínez Cámara, metadata incl. bibliographic data published under Creative Commons CC0
2023-10-23: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073) |valid HTML5|