Marta Villegas
Universidad Pompeu Fabra
H-index: 21
Europe-Spain
Top articles of Marta Villegas
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Transferencia de Tareas basada en Implicación Textual para la Clasificación de Textos en Catalán en Escenarios de Pocos Datos | Procesamiento del lenguaje natural | Marta Villegas Montserrat Oier López de Lacalle Lekuona Irene Baucells de la Peña Blanca Calvo Figueras | 2023 |
Language Report Spanish | Maite Melero Pablo Peñarrubia David Cabestany Blanca Calvo Mar Rodríguez | 2023/6/7 | |
Predicting the evolution of COVID-19 mortality risk: A Recurrent Neural Network approach | Computer Methods and Programs in Biomedicine Update | Marta Villegas Aitor Gonzalez-Agirre Asier Gutiérrez-Fandiño Jordi Armengol-Estapé Casimiro Pio Carrino | 2023/1/1 |
Language Report Catalan | Maite Melero Blanca Calvo Mar Rodríguez Marta Villegas | 2023/6/7 | |
A weakly supervised textual entailment approach to zero-shot text classification | Marc Pàmies Joan Llop Francesco Multari Nicolau Duran-Silva César Parra-Rojas | 2023/5 | |
Vickybot, a chatbot for anxiety-depressive symptoms and work-related burnout in primary care and health care professionals: Development, feasibility, and potential … | Journal of medical Internet research | Gerard Anmella Miriam Sanabra Mireia Primé-Tous Xavier Segú Myriam Cavero | 2023/4/3 |
Entailment-based Task Transfer for Catalan Text Classification in Small Data Regimes | Procesamiento del Lenguaje Natural | Irene Baucells de la Peña Blanca Calvo Figueras Marta Villegas Oier Lopez de Lacalle | 2023/9/13 |
Anticipating the Debate: Predicting Controversy in News with Transformer-based NLP | Procesamiento del Lenguaje Natural | Blanca Calvo Figueras Asier Gutiérrez-Fandiño Marta Villegas | 2023/3/31 |
Sex and gender bias in natural language processing | Davide Cirillo Hila Gonen Enrico Santus Alfonso Valencia Marta R Costa-jussà | 2022/1/1 | |
Assessing the Limits of Straightforward Models for Nested Named Entity Recognition in Spanish Clinical Narratives | Matías Rojas Casimiro Pio Carrino Aitor Gonzalez-Agirre Jocelyn Dunstan Marta Villegas | 2022/12 | |
PRESTOapp for health workers with mental health symptoms related to the COVID-19 pandemic | European Psychiatry | M Primé Tous G Anmella X Segú MDR Fernández Canseco C Carrino | 2022/6/1 |
ParlamentParla: A speech corpus of catalan parliamentary sessions | Baybars Kulebi Carme Armentano-Oller Carlos Rodríguez-Penagos Marta Villegas | 2022/6 | |
Pretrained biomedical language models for clinical NLP in Spanish | Casimiro Pio Carrino Joan Llop Marc Pàmies Asier Gutiérrez-Fandiño Jordi Armengol-Estapé | 2022/5 | |
Spanish biomedical crawled corpus: A large, diverse dataset for spanish biomedical language models | arXiv preprint arXiv:2109.07765 | Casimiro Pio Carrino Jordi Armengol-Estapé Ona de Gibert Bonet Asier Gutiérrez-Fandiño Aitor Gonzalez-Agirre | 2021/9/16 |
Biomedical and clinical language models for spanish: On the benefits of domain-specific pretraining in a mid-resource scenario | arXiv preprint arXiv:2109.03570 | Casimiro Pio Carrino Jordi Armengol-Estapé Asier Gutiérrez-Fandiño Joan Llop-Palao Marc Pàmies | 2021/9/8 |
The catalan language club | arXiv preprint arXiv:2112.01894 | Carlos Rodriguez-Penagos Carme Armentano-Oller Marta Villegas Maite Melero Aitor Gonzalez | 2021/12/3 |
Are multilingual models the best choice for moderately under-resourced languages? A comprehensive assessment for Catalan | In Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021 | Jordi Armengol-Estapé Casimiro Pio Carrino Carlos Rodriguez-Penagos Ona de Gibert Bonet Carme Armentano-Oller | 2021/7/16 |
Characterizing and Measuring the Similarity of Neural Networks with Persistent Homology | arXiv preprint arXiv:2101.07752 | David Pérez-Fernández Asier Gutiérrez-Fandiño Jordi Armengol-Estapé Marta Villegas | 2021/1/19 |
Spanish language models | arXiv preprint arXiv:2107.07253 | Asier Gutiérrez-Fandiño Jordi Armengol-Estapé Marc Pàmies Joan Llop-Palao Joaquín Silveira-Ocampo | 2021/7 |
Persistent homology captures the generalization of neural networks without a validation set | Asier Gutiérrez-Fandiño David Pérez Fernández Jordi Armengol-Estapé Marta Villegas | 2021/11/9 |
