Marta Villegas

2023

• 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

• 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
• 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