CEUR Workshop Proceedings

Abstract

Integrating Subjectivity Analysis for Disinformation Detection in Spanish Alba Pérez-Montero …………………………….......…………………………………………………..1-9

Papers

Document Level Information Extraction in Low-Resource Languages

Mikel Zubillaga……………………….………...………...……………………….…….…….….........68-75

Early Explanatory Prediction of Cardiovascular Risk

Ane G. Domingo-Aldama...…………………………………………….……………………………...76-84 Large Language Models as Educational Evaluators: Reasoning and Explainability in Low-Resource

Language Assessment

Ekhi Azurmendi…………...…………………………………….…………………….…..…..............85-93

Optimization, Adaptation and Applications of Large Language Models

David Ponce……...……………………….………….………………………………………............94-103

Text Adaptation for Easy Read Content Generation

Jesús Calleja..………………...….……………………………….…………………….…….….....104-112 Language Variability in Basque: Data Creation, Evaluation and Systems for Dialect and Register

Awareness in Natural Language Processing

Jaione Bengoetxea……….……………….…………………….…….........................................113-121

Multimodal Analysis of Emotion and Harmful Content in Online Communication

Ronghao Pan………………………….……….…………………….……....................................122-130

Textual Analysis of Political Trust in Spanish

Tomás Bernal-Beltrán……….………………….…………….…….…….....................................131-138 Low-Resource Spanish Clinical Encoders: Architectures, Adaptation, and Evaluation under

Computational Constraints

Guillem G. Subies………….……………….………………….……..........................................139-145

Controlled Recipe Generation: Adapting Food Recipes to Meet Dietary Restriction

Kemalcan Bora……………………….…………………….……................................................146-154 Application of Natural Language Processing Techniques to Aid in Detecting and Monitoring People at Risk of Mental Illness

Andreu Casamayor Segarra……....………….…………………….……...................................155-162 Automatic Classification of the Economic Activity of a Company Using ML and DL Techniques

Roi Santos-Ríos….…………………………….…………………….……...................................163-171 Intelligent Assistants in the Era of LLMs: A New Methodology for Reusing Research Software from

Documentation

Carlos Utrilla Guerrero……………….…………………….……................................................172-180 Proceedings of the Doctoral Symposium on Natural Language Processing 2025 (NLP-DS-2025)

Organization

Organizing committee

Alba Bonet Jover Beatriz Botella Gil Elena Lloret Pastor M. Dolores Molina González

Salud María Jiménez Zafra Edited in: Universidad de Jaén and Universidad de Alicante Year: 2025 Universidad de Alicante

[e-mail] Universidad de Alicante

[e-mail] Universidad de Alicante

[e-mail] Universidad de Jaén

[e-mail] Universidad de Jaén [e-mail]

Editors

Alba Bonet Jover Beatriz Botella Gil Elena Lloret Pastor Universidad de Alicante [e-mail] Universidad de Alicante [e-mail] Universidad de Alicante [e-mail] M. Dolores Molina González Salud María Jiménez Zafra Universidad de Jaén Universidad de Jaén Published by: CEUR Workshop Proceedings

Program Committee

Acknowledgements

CIMAT, México Vicomtech, España These proceedings have been partially supported by projects with reference 2022/TL22/00215337, 2022/TL22/00215336, 2022/TL22/00215335 and 2022/TL22/00215334 funded by Ministerio de Asuntos Económicos y Transformación Digital and Plan de Recuperación, Transformación y Resiliencia - Funded by the European Union - NextGenerationEU; and Cátedra HiTZ de Inteligencia Artificial y Tecnología de la Lengua (TSI100923-2023-1) supported by Plan de Recuperación, Transformación y Resiliencia - Funded by the European Union, as well as the Secretaría de Estado de Telecomunicaciones e Infraestructuras Digitales. Proceedings of the Doctoral Symposium on Natural Language Processing 2025 (NLP-DS-2025)

Preamble

The Spanish Society for Natural Language Processing has organized the 8th edition of the Doctoral Symposium on Natural Language Processing held in Zaragoza on September 25, 2025 as part of the XLI International Conference of the Spanish Society for Natural Language Processing (SEPLN 2025). The aim of the Doctoral Symposium is to promote scientific vocations in the field of Language Technologies and Natural Language Processing (NLP). To this end, it organizes a meeting point where PhD students in the area of NLP can present their work. Moreover, they receive constructive feedback and guidance from experienced researchers in their area of work.

In the 2025 edition, 21 PhD students participated. All participants submitted a paper describing their proposals, all of them being accepted after review by two members of the program committee and by the organizing committee. The editors

References

Copyright @ 2025 for the individual papers by the papers' authors.

Copyright @ 2025 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 BY4.0).