| Vol-3729 urn:nbn:de:0074-3729-2 Copyright © 2024 for the individual papers by the papers' authors. Copyright © 2024 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-CEDI-PD 2024
Seminar of the Spanish Society for Natural Language Processing: Projects and System Demonstrations

### Proceedings of the Seminar of the Spanish Society for Natural Language Processing: Projects and System Demonstrations (SEPLN-CEDI-PD 2024)
co-located with the 7th Spanish Conference on Informatics (CEDI 2024)

### A Coruña, Spain, June 19-20, 2024.

Edited by

### Alba Bonet Jover *
Robiert Sepúlveda Torres *
Rafael Muñoz Guillena *
Eugenio Martínez Cámara **
Elena Lloret Pastor *
Álvaro Rodrigo Yuste***
Aitziber Atutxa****

* Language and Information Systems Group (GPLSI), Universidad de Alicante, Spain
**SINAI Research Group, Advanced Studies Center in ICT (CEATIC), Universidad de Jaén, Spain
***UNED Research Group In Natural Language Processing and Information Retrieval, Universidad Nacional de Educación a Distancia, Spain
****HiTZ Basque Center for Language Technology - Ixa, Universidad del País Vasco, Spain

## Table of Contents

- Preface
  Summary: There were 30 papers submitted for peer-review to this workshop. Out of these, 27 papers were accepted for this volume, 22 for project descriptions and 5 for system demonstrations. The works were carefully reviewed and later corrected according to the reviewers' suggestions.

### Projects

- Geo.IA: Artificial Geo-Intelligence Platform to Solve Citizens Problems and Facilitate Strategic Decision Making in the Public Administration 1-5
  Andrés Montoyo, Rafael Muñoz, Yoan Gutiérrez
- Artificial Intelligence for Natural Language Processing of Clinical Text in Spanish for Real-World-Data Analysis (Text2RWD Project) 6-11
  Francisco J. Veredas, Fernando Gallego, Guillermo López-García, Nuria Ribelles, Emilio Alba, José M. Jerez
- Dancing in the Syntax Forest: Fast, Accurate and Explainable Sentiment Analysis with SALSA 12-17
  Carlos Gómez-Rodríguez, Muhammad Imran, David Vilares, Elena Solera, Olga Kellert
- SocialFairness: Assessing Fairness in Digital Media 18-23
  L. Alfonso Ureña-López, M.Teresa Martín-Valdivia, Estela Saquete Boró, Patricio Martínez Barco
- MODERATES: MODERAtion of ConTEnts in Social networks using Language Technologies 24-29
  L. Alfonso Ureña-López, Eugenio Martínez Cámara, Salud María Jiménez-Zafra, Miguel Ángel García-Cumbreras, José M. Perea-Ortega, Arturo Montejo-Ráez, Manuel García-Vega, M.Dolores Molina González, Fernando Martínez-Santiago, Manuel Carlos Díaz-Galiano, M.Teresa Martín-Valdivia
- CLARIAH-ES: Strategic Network for the Integration in the European Research Infrastructures in Social Sciences and Humanities 30-35
  Francisco J. Carreras-Riudavets, Ainara Estarrona, Aritz Farwell, Mikel Iruskieta, Manuel Marco, Maite Melero, Arturo Montejo-Ráez, Daniel Riaño, German Rigau, Dolores Romero, Salvador Ros, Elena Sánchez, Xulio Sousa
- CLARIAH-EUS: a Cross-border CLARIAH Node for the Basque Language and Culture 36-40
  Jon Alkorta, Aritz Farwell, Joseba Fernandez de Landa, Begoña Altuna, Ainara Estarrona, Mikel Iruskieta, Xabier Arregi, Xabier Goenaga, Jose Mari Arriola
- DeepR3: Reducing, Reusing and Recycling Large Models for Developing Responsible and Green Language Technologies 41-46
  Aitor Soroa, German Rigau, Jose M. Alonso-Moral, Marcos Garcia, Maite Melero, Marta Villegas
- Sanivert: Transformers-based End2End System for Speech Recognition in Spanish, Catalan and Portuguese in Healthcare 47-52
  Pedro José Vivancos-Vicente, Juan Salvador Castejón-Garrido, Ronghao Pan, Camilo Caparrós-Laiz, José Antonio García-Díaz, Rafael Valencia-García
- SIGAMER: a Decision Support System for Demand Management in the Retail Industry Based on the Intelligent Analysis of Structured Data and Social Networks 53-58
  Diego Roldán, Ronghao Pan, Camilo Caparrós-Laiz, José Antonio García-Díaz, Rafael Valencia-García
- XAI-DisInfodemics: eXplainable AI for disinformation and conspiracy detection during infodemics 59-64
  Paolo Rosso, Berta Chulvi, Damir Korenčić, Mariona Taulé, Xavier Bonet Casals, David Camacho, Angel Panizo, David Arroyo, Juan Gómez, Francisco Rangel
- From Tokens to Trees: Mapping Syntactic Structures in the Deserts of Data-Scarce Languages 65-70
  David Vilares, Alberto Muñoz-Ortiz
- Making Democratic Deliberation and Participation more Accessible: The iDEM Project 71-76
  Horacio Saggion, John O’Flaherty, Thomas Blanchet, Serge Sharoff, Silvia Sanfilippo, Lian Muñoz, Martin Gollegger, Almudena Rascón, José L. Martí, Sandra Szasz, Stefan Bott, Volkan Sayman
- SteRHeotypes Project. Detecting and Countering Ethnic Stereotypes emerging from Italian, Spanish and French Racial hoaxes 77-81
  Francesca D’Errico, Cristina Bosco, Marinella Paciello, Farah Benamara, Paolo Giovanni Cicirelli, Viviana Patti, Véronique Moriceau, Mariona Taulé
- EMPHASIS: Empowering Decision Making with Higher Productivity by Means of HyperAutomation 82-87
  Montse Cuadros, Aitor Álvarez, Naiara Pérez, Juan Manuel Martín, Pablo Turón, Elena Zotova, Haritz Arzelus, Joaquin Arellano, Arantza del Pozo
- Automated Knowledge Graph Approach for Dataset Metadata Harmonisation 88-93
  Paula Peña-Larena, María del Carmen Rodríguez-Hernández, Luis García-Garcés, Rosa M. Montañés-Salas, Rafael del-Hoyo-Alonso
- Grammar Assistance Using Syntactic Structures (GAUSS) 94-99
  Olga Zamaraeva, Lorena S. Allegue, Carlos Gómez-Rodríguez, Margarita Alonso-Ramos, Anastasiia Ogneva
- GRALENIA: Antimicrobial Resistance Management based on Natural Language and Artificial Intelligence 100-105
  Cristóbal Bernardo-Castiñeira, Germán Bou, Manuel Campos, Bernardo Cánovas-Segura, Sergio Figueiras Gómez, Carlos Gómez-Rodríguez, Enrique Míguez Rey, Jesús Vilares
- IKER-GAITU: Research on Language Technology for Basque and Other Low-Resource Languages 106-111
  Eneko Agirre, Itziar Aldabe, Xabier Arregi, Mikel Artetxe, Unai Atutxa, Ekhi Azurmendi, Iker De la Iglesia, Julen Etxaniz, Victor García-Romillo, Inma Hernaez-Rioja, Asier Herranz, Mikel Iruskieta, Oier López de Lacalle, Eva Navas, Paula Ontalvilla, Aitor Ormazabal, Naiara Perez, German Rigau, Oscar Sainz, Jon Sanchez, Ibon Saratxaga, Aitor Soroa, Christoforos Souganidis, Jon Vadillo, Aimar Zabala
- ENIA Chair in Artificial Intelligence and Language Technology 112-117
  Eneko Agirre, Olatz Arbelaitz, Olatz Arregi, Gorka Azkune, Arantza Casillas, Inma Hernaez, Mikel Iruskieta, Elena Lazkano, Eva Navas, German Rigau, Roberto Santana, Aitor Soroa, Rabih Zbib
- HiTZ@Disargue: Few-shot Learning and Argumentation to Detect and Fight Misinformation in Social Media 118-123
  Rodrigo Agerri, Jeremy Barnes, Jaione Bengoetxea, Blanca Calvo Figueras, Joseba Fernandez de Landa, Iker García-Ferrero, Olia Toporkov, Irune Zubiaga
- DeepKnowledge: Deep Multilingual Language Model Technology for Language Understanding 124-129
  Rodrigo Agerri, Eneko Agirre, Gorka Azkune, Roberto Centeno, Anselmo Peñas, German Rigau, Álvaro Rodrigo, Aitor Soroa

### System Demonstrations

- LLMs on the Fly: Text-to-JSON for Custom API Calling 130-135
  Miguel Escarda-Fernández, Iñigo López-Riobóo-Botana, Santiago Barro-Tojeiro, Lara Padrón-Cousillas, Sonia Gonzalez-Vázquez, Antonio Carreiro-Alonso, Pablo Gómez-Area
- TrustSearch: Analyzing the Stance of Media for Promoting Critical Thinking 136-141
  Andrea Simeri, Ivan Grubišić, Berta Chulvi, Paolo Rosso
- Introducing the Multidisciplinary Design of a Visualisation-Oriented Natural Language Interface 142-147
  Ecem Kavaz, Francesca Wright, Montse Nofre, Anna Puig, Inma Rodríguez, Mariona Taulé
- STREAMS: Live Streaming and Micro-batching with Automated Multilingual Services 148-153
  Aitor Álvarez, Thierry Etchegoyhen, Joaquín Arellano, Víctor Ruíz, Haritz Arzelus, David Ponce, Ander González-Docasal, Harritxu Gete Ugarte
- Tool Suite for Cognitive Accessibility Leveraging Easy-to-Read Resources and Simplification Strategies 154-159
  Paloma Martínez, Lourdes Moreno, Hiram Ochoa, Alberto Ramos, Mario Pérez-Enríquez

2024-07-05: submitted by Alba Bonet Jover, metadata incl. bibliographic data published under Creative Commons CC0
2024-07-18: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073) |valid HTML5|