Language Technologies Unit

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2025

Continual Learning in Multilingual Sign Language Translation

S. Yazdani, J. van Genabith, and C. España-Bonet

2024

Building a Data Infrastructure for a Mid-Resource Language: The Case of Catalan

Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024)

A. "Gonzalez-Agirre, M. Marimon, C. Rodriguez-Penagos, J. Aula-Blasco, I. Baucells, C. Armentano-Oller, J. Palomar-Giner, B. Kulebi, and M". Villegas
Mass-Editing Memory with Attention in Transformers: A cross-lingual exploration of knowledge

Findings of the Association for Computational Linguistics

D. Tamayo, A. Gonzalez-Agirre, J. Hernando, and M. Villegas
Becoming a High-Resource Language in Speech: The Catalan Case in the Common Voice Corpus

Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024)

C. Armentano-Oller, M. Marimon, and M. Villegas
Unmasking Biases: Exploring Gender Bias in {E}nglish-{C}atalan Machine Translation through Tokenization Analysis and Novel Dataset

Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024)

A. Mash, C. Escolano, A. Sant, M. Melero, and F. de Luca Fornaciari

2023

Vickybot, a chatbot for anxiety-depressive symptoms and work-related burnout

European Psychiatry

G.. Anmella, M.. Sanabra, M.. Primé-tous, X.. Segú, M.. Cavero, R.. Navinés, A.. Mas, V.. Olivé, L.. Pujol, S.. Quesada, C.. Pio, M. Villegas, I.. Grande, I.. Morilla, A.. Martínez-Aran, V.. Ruiz, E.. Vieta, and D.. Hidalgo-Mazzei
A weakly supervised textual entailment approach to zero-shot text classification

Proceedings of the 17th Conference of the European Chapter of the Association for Computational LinguisticsProceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics

M. Pàmies, J. Llop, F. Multari, N. Duran-Silva, C. Parra-Rojas, A. Gonzalez-Agirre, F. Alessandro Massucci, and M. Villegas
Language Report Catalan

M. Melero, B. Calvo, M. Rodríguez, and M. Villegas
European Language Equality

M. Melero, P. Peñarrubia, D. Cabestany, B. Calvo, , and M. Villegas
Vickybot, a Chatbot for Anxiety-Depressive Symptoms and Work-Related Burnout in Primary Care and Health Care Professionals: Development, Feasibility, and Potential Effectiveness Studies

Journal of Medical Internet Research

G. Anmella, M. Sanabra, M. Primé-Tous, X. Segú, M. Cavero, I. Morilla, I. Grande, V. Ruiz, A. Mas, I. Martín-Villalba, A. Caballo, J-P. Esteva, A. Rodríguez-Rey, F. Piazza, F. José Valdesoiro, C. Rodriguez-Torrella, M. Espinosa, G. Virgili, C. Sorroche, A. Ruiz, A. Solanes, J. Radua, M. Antonieta Also, E. Sant, S. Murgui, M. Sans-Corrales, A. H. Young, V. Vicens, J. Blanch, E. Caballeria, H. López-Pelayo, C. López, V. Olivé, L. Pujol, S. Quesada, B. Solé, C. Torrent, A. Martínez-Aran, J. Guarch, R. Navinés, A. Murru, G. Fico, M. de Prisco, V. Oliva, S. Amoretti, C. Pio-Carrino, M. Fernández-Canseco, M. Villegas, E. Vieta, and D. Hidalgo-Mazzei
Cognitive Technologies European Language Equality Language Report Spanish

M. Melero, P. Peñarrubia, D. Cabestany, B. Calvo, , and M. Villegas
Cognitive Technologies European Language Equality Language Report Catalan

M. Melero, B. Calvo, M. Rodríguez, and M. Villegas
Predicting the evolution of COVID-19 mortality risk: A recurrent neural network approach

Computer Methods and Programs in Biomedicine Update

M. Villegas, A. Gonzalez-Agirre, A. Gutiérrez-Fandiño, J. Armengol-Estapé, C. Pio Carrino, D. Pérez-Fernández, F. Soares, P. Serrano, M. Pedrera, N. García, and A. Valencia

2022

Parlament Parla: A Speech Corpus of Catalan Parliamentary Sessions

Proceedings of the Workshop ParlaCLARIN III within the 13th Language Resources and Evaluation Conference

B. Kulebi, C. Armentano-Oller, C. Rodriguez-Penagos, and M. Villegas
PRESTOapp for health workers with mental health symptoms related to the COVID-19 pandemic

European Psychiatry

P. M. Tous, G.. Anmella, X.. Segú, M.D.R.. Fernández Canseco, C.. Carrino, M. Villegas, V.. Vicens, J.. Blanch, M.. Cavero, E.. Vieta, and D.. Hidalgo-Mazzei
Sex and gender bias in natural language processing

Elsevier Academic Press

D. Cirillo, H. Gonen, E. Santus, A. Valencia, M. R. Costa-jussà, and M. Villegas
Assessing the Limits of Straightforward Models for Nested Named Entity Recognition in Spanish Clinical Narratives

13th International Workshop on Health Text Mining and Information Analysis (LOUHI)

M. Rojas, C. Pio Carrino, A. Gonzalez-Agirre, J. Dunstan, and M. Villegas
ParlamentParla: A Speech Corpus of Catalan Parliamentary Sessions

Proceedings of the Workshop ParlaCLARIN III within the 13th Language Resources and Evaluation Conference

B. Kulebi, C. Armentano-Oller, C. Rodriguez-Penagos, and M. Villegas
Pretrained biomedical language models for clinical NLP in Spanish

Proceedings of the 21st Workshop on Biomedical Language Processing

C. PioCarrino, J. Llop-Palao, M. Pàmies, A. Gutiérrez-Fandiño, J. Armengol-Estapé, J. Silveira-Ocampo, A. Valencia, A. Gonzalez-Agirre, and M. Villegas
MarIA: Spanish Language Models

Procesamiento del Lenguaje Natural

A. Gutiérrez-Fandiño, J. Armengol-Estapé, M. Pàmies, J. Llop-Palao, J. Silveira-Ocampo, C. Pio Carrino, C. Armentano-Oller, C. Rodriguez-Penagos, A. Gonzalez-Agirre, and M. Villegas

2021

The catalan language CLUB

arXiv preprint arXiv:2112.01894

C. Rodriguez-Penagos, C. Armentano-Oller, M. Villegas, M. Melero, A. Gonzalez-Agirre, O. de Gibert Bonet, and C. Carrino Pio
Biomedical and Clinical Language Models for Spanish: On the Benefits of Domain-Specific Pretraining in a Mid-Resource Scenario

arXiv preprint arXiv:2109.03570

C. PioCarrino, J. Armengol-Estapé, A. Gutiérrez-Fandiño, J. Llop-Palao, M. Pàmies, A. Gonzalez-Agirre, and M. Villegas
Spanish biomedical and clinical language embeddings

arXiv preprint arXiv:2102.12843

A. Gutiérrez-Fandiño, J. Armengol-Estapé, C. Pio Carrino, O. De Gibert, A. Gonzalez-Agirre, and M. Villegas
Spanish biomedical crawled corpus: A large, diverse dataset for spanish biomedical language models

arXiv preprint arXiv:2109.07765

C. PioCarrino, J. Armengol-Estapé, O. de Gibert Bonet, A. Gutiérrez-Fandiño, A. Gonzalez-Agirre, M. Krallinger, and M. Villegas
Spanish legalese language model and corpora

arXiv preprint arXiv:2110.12201

A. Gutiérrez-Fandiño, J. Armengol-Estapé, A. Gonzalez-Agirre, and M. Villegas
Are Multilingual Models the Best Choice for Moderately Under-resourced Languages? A Comprehensive Assessment for Catalan

Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021

J. Armengol-Estapé, C. Pio Carrino, C. Rodriguez-Penagos, O. de Gibert Bonet, C. Armentano-Oller, A. Gonzalez-Agirre, M. Melero, and M. Villegas

2020

Mining stroke discharge reports: a new text mining tool developed by the ICTUSnet network

International Journal of Stroke

S. Barzegar, A. Gonzalez-Agirre, A. Moreno-Rojas, C. Jiménez, E. Martínez, M. Krallinger, M. Villegas, and R. Maria Vivanco-Hidalgo
Overview of MESINESP8, a Spanish Medical Semantic Indexing Task within BioASQ 2020

Working Notes of CLEF 2020 - Conference and Labs of the Evaluation Forum

C. Rodriguez-Penagos, A. Nentidis, A. Gonzalez-Agirre, A. Asensio, J. Armengol-Estapé, A. Krithara, M. Villegas, G. Paliouras, and M. Krallinger
BioASQ at CLEF2020: Large-Scale Biomedical Semantic Indexing and Question Answering

M. Krallinger, A. Krithara, A. Nentidis, G. Paliouras, and M. Villegas
Overview of BioASQ 2020: The Eighth BioASQ Challenge on Large-Scale Biomedical Semantic Indexing and Question Answering

A. Nentidis, A. Krithara, K. Bougiatiotis, M. Krallinger, C. Rodriguez-Penagos, M. Villegas, and G. Paliouras

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