Maria: Spanish language models

A Gutiérrez-Fandiño, J Armengol-Estapé… - arXiv preprint arXiv …, 2021 - arxiv.org
… Abstract: This work presents MarIA, a family of Spanish language models and … , MarIA
includes RoBERTa-base, RoBERTa-large, GPT2 and GPT2-large Spanish language models, …

MarIA and BETO are sexist: evaluating gender bias in large language models for Spanish

I Garrido-Muñoz, F Martínez-Santiago… - Language Resources …, 2023 - Springer
… are certain biases in Spanish language models, as we found … the most important
models such as BETO or the recent MarIA, … For example, in the MarIA base model (BSC-TeMU/roberta-…

Rigoberta: a state-of-the-art language model for Spanish

AV Serrano, GG Subies, HM Zamorano… - arXiv preprint arXiv …, 2022 - arxiv.org
… RigoBERTa performance is assessed over 13 NLU tasks in comparison with other available
Spanish language models, namely, MarIA, BERTIN and BETO. RigoBERTa outperformed …

Albeto and distilbeto: Lightweight spanish language models

J Cañete, S Donoso, F Bravo-Marquez… - arXiv preprint arXiv …, 2022 - arxiv.org
… available for Spanish and are much more efficient in … We hope this work will expand the
availability of pretrained language models based on the Spanish language to gather a wider …

Lessons learned from the evaluation of Spanish Language Models

R Agerri, E Agirre - arXiv preprint arXiv:2212.08390, 2022 - arxiv.org
… of language technology for Spanish is to be welcomed, but our results show that building
language models … If we look at the number of steps in training, MarIA uses a strategy which is …

Pretrained biomedical language models for clinical NLP in Spanish

CP Carrino, J Llop, M Pàmies… - … Biomedical Language …, 2022 - aclanthology.org
… This work presents the first large-scale biomedical Spanish language models trained from
… specific models for Spanish on three clinical NER tasks. As main results, our models are …

A Survey of Spanish Clinical Language Models

GG Subies, ÁB Jiménez, PM Fernández - arXiv preprint arXiv:2308.02199, 2023 - arxiv.org
… domain for the Spanish language. Then, in Section 4, we list the best Spanish language
models (both … The next general Spanish language model is MarIA [70]. Released in 2021, …

Sequence-to-Sequence Spanish Pre-trained Language Models

V Araujo, MM Trusca, R Tufiño, MF Moens - arXiv preprint arXiv …, 2023 - arxiv.org
models for the NLP community in Spanish, we present BARTO and T5S, which are the
Spanish versions of the BART and T5 models. We pre-train these models exclusively on Spanish

Development of pre-trained language models for clinical NLP in Spanish

C Aracena, J Dunstan - Proceedings of the 17th Conference of the …, 2023 - aclanthology.org
Clinical natural language processing aims to tackle language and prediction tasks using
text from medical practice, such as clinical notes, prescriptions, and discharge summaries. …

Lessons learned from the evaluation of Spanish Language Models

R Agerri Gascón, E Agirre Bengoa - 2023 - rua.ua.es
language technology for Spanish is to be welcomed, but our results show that building
language models … Our experimental setup follows the one proposed by MarIA (Gutiérrez-Fandino …