Clinical flair: a pre-trained language model for Spanish clinical natural language processing

M Rojas, J Dunstan, F Villena - Proceedings of the 4th Clinical …, 2022 - aclanthology.org
Word embeddings have been widely used in Natural Language Processing (NLP) tasks.
Although these representations can capture the semantic information of words, they cannot …

Entity normalization in a Spanish medical corpus using a UMLS-based lexicon: findings and limitations

P Báez, L Campillos-Llanos, F Núñez… - Language Resources and …, 2024 - Springer
Entity normalization is a common strategy to resolve ambiguities by map** all the
synonym mentions to a single concept identifier in standard terminology. Normalizing …

Training and intrinsic evaluation of lightweight word embeddings for the clinical domain in Spanish

C Chiu, F Villena, K Martin, F Núñez, C Besa… - Frontiers in Artificial …, 2022 - frontiersin.org
Resources for Natural Language Processing (NLP) are less numerous for languages
different from English. In the clinical domain, where these resources are vital for obtaining …