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PLN-DS@SEPLN 2025: Zaragoza, Spain
- Alba Bonet-Jover, Beatriz Botella-Gil, Elena Lloret Pastor, M. Dolores Molina-González, Salud María Jiménez-Zafra:

Proceedings of the Doctoral Symposium on Natural Language Processing (NLP-DS 2025) held as part of the XLI Edition of the International Conference of the Spanish Society for Natural Language Processing (SEPLN 2025), Zaragoza, Spain, September 25, 2025. CEUR Workshop Proceedings 4100, CEUR-WS.org 2025 - Alba Pérez-Montero:

Integrating Subjectivity Analysis for Disinformation Detection in Spanish. 1-9 - Lucía Sevilla-Requena:

Determining and Evaluating the Quality of Corpora in the LLM Era. 10-18 - Miquel Canal-Esteve:

Enhancing Small Open-Source Language Models for Ontology Generation through Metric-Guided Continual Pretraining. 19-28 - Victoria Muñoz-García:

Bias Detection and Mitigation for the Development of Fair and High-Quality Automatic Text Simplification Corpora. 29-36 - Maria Victoria Cantero Romero:

Diagnostic Assessment of Spanish as a Foreign Language using Technology based on Natural Language Processing. 37-42 - Santiago González-Silot:

Enhancing Trustworthiness in NLP Systems Through Comprehensive Explainability Approaches. 43-52 - Jaime Collado-Montañez:

Separating Linguistic Competence from Factual Knowledge in Large Language Models. 53-58 - María Estrella Vallecillo-Rodríguez:

Automatic Counter-Narrative Generation. 59-67 - Mikel Zubillaga:

Document Level Information Extraction in Low-Resource Languages. 68-75 - Ane G. Domingo-Aldama:

Early Explanatory Prediction of Cardiovascular Risk. 76-84 - Ekhi Azurmendi:

Large Language Models as Educational Evaluators: Reasoning and Explainability in Low-Resource Language Assessment. 85-93 - David Ponce:

Optimization, Adaptation and Applications of Large Language Models. 94-103 - Jesus Calleja:

Text Adaptation for Easy Read Content Generation. 104-112 - Jaione Bengoetxea:

Language Variability in Basque: Data Creation, Evaluation and Systems for Dialect and Register Awareness in Natural Language Processing. 113-121 - Ronghao Pan:

Multimodal Analysis of Emotion and Harmful Content in Online Communication. 122-130 - Tomás Bernal-Beltrán:

Textual Analysis of Political Trust in Spanish. 131-138 - Guillem García Subies:

Low-Resource Spanish Clinical Encoders: Architectures, Adaptation, and Evaluation under Computational Constraints. 139-145 - Kemalcan Bora:

Controlled Recipe Generation: Adapting Food Recipes to Meet Dietary Restriction. 146-154 - Andreu Casamayor Segarra:

Application of Natural Language Processing Techniques to Aid in Detecting and Monitoring People at Risk of Mental Illness. 155-162 - Roi Santos-Rios:

Automatic Classification of the Economic Activity of a Company Using ML and DL Techniques. 163-171 - Carlos Utrilla Guerrero:

Intelligent Assistants in the Era of LLMs: A New Methodology for Reusing Research Software from Documentation. 172-180

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