CEUR Workshop Proceedings

Papers

Improving AutoML for LLMs via Knowledge-Based Meta-Learning

Ernesto Luis Estevanell-Valladares..………...………...……………………….…….…….….....….69-77

Evaluation of Large Language Models in Multilingual Settings

Maite Heredia Arribas…………...…………………………………….…………………….…..….....87-95 Can Natural Language Processing Technologies Help the Digital Transformation of Local Public

Administrations?

Ángel Lloret …………………...….……………………………….…………………….…….….....105-113

Using Argumentation Theory to Fight Misinformation

Blanca Calvo Figueras……….……………….…………………….……....................................114-122

Multimodal Emotion Recognition in the Political Domain in Spanish

Ronghao Pan………………………….……….…………………….……....................................123-131

Analysis of Lexical Ambiguity in Vector Space Models

Marta Vázquez Abuín……….………………….…………….…….…….....................................132-139 Leveraging Temporal Analysis to Predict the Impact of Political Messages on Social Media in

Spanish

Enhancing Trustworthy in NLP Systems Through Explainability

Santiago González-Silot……………………….…………………….……...................................149-155 Adaptation of Large Language Models for Spanish Text Generation in Responsible AI Problems

María Estrella Vallecillo Rodríguez..………….…………………….……...................................156-163

Word Sense Disambiguation for Linking Domain-Specific Resources

Lucía Palacios.………………………………….…………………….……...................................164-172

Separating Linguistic Competence from Factual Knowledge in Large Language Models

Jaime Collado-Montañez...………………….…………………….……......................................173-177

Automatic Text Classification using Readability Levels in Galician and Spanish

Sandra Rodríguez Rey…...………………….…………………….…….....................................193-201 Proceedings of the Doctoral Symposium on Natural Language Processing 2024 (NLP-DS-2024)

Organization

Organizing committee

Alba Bonet Jover David Vilares Calvo Elena Lloret Pastor M. Dolores Molina González Salud María Jiménez Zafra

Universidad de Alicante

[e-mail] Universidad de Alicante

[e-mail] Universidad de Jaén

[e-mail] Universidad de Jaén [e-mail] Edited in: Universidad de Jaén, Universidad de Alicante and Universidad de A Coruña Year: 2024

Editors

Alba Bonet Jover David Vilares Calvo Elena Lloret Pastor Universidad de Alicante [e-mail] Universidad de A Coruña [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

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 2024 (NLP-DS-2024)

Preamble

The Spanish Society for Natural Language Processing has organized the 7th edition of the Doctoral Symposium on Natural Language Processing held in Valladolid on September 26, 2024 as part of the XL International Conference of the Spanish Society for Natural Language Processing (SEPLN 2024). 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 2024 edition, 24 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 @ 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 BY4.0).