Aitor Gonzalez Aguirre

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

• Pretrained biomedical language models for clinical NLP in Spanish

  Proceedings of the 21st Workshop on Biomedical Language Processing

  C. PioCarrino, J. Llop, 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

• Corpora as Evolving Entities: Embedding Corpora in Biomedical Ontologies

  ICBO/ODLS

  E. T. Hobbs, S. M. Goralski, A. Mitchell, A. Simpson, D. Leka, E. Kotey, M. Sekira, J. B. Munro, S. Nadendla, R. Jackso, A. Gonzalez-Agirre, M. Krallinger, M. G. Giglio, and I. Erill