5 papers
EuSQuAD: Automatically Translated and Aligned SQuAD2.0 for Basque
Aitor García-Pablos, Naiara Perez, Montse Cuadros +1
The widespread availability of Question Answering (QA) datasets in English has greatly facilitated the advancement of the Natural Language Processing (NLP) field. However, the scar…
NUBES: A Corpus of Negation and Uncertainty in Spanish Clinical Texts
Salvador Lima, Naiara Perez, Montse Cuadros +1
This paper introduces the first version of the NUBes corpus (Negation and Uncertainty annotations in Biomedical texts in Spanish). The corpus is part of an on-going research and cu…
Sensitive Data Detection and Classification in Spanish Clinical Text: Experiments with BERT
Aitor García-Pablos, Naiara Perez, Montse Cuadros
Massive digital data processing provides a wide range of opportunities and benefits, but at the cost of endangering personal data privacy. Anonymisation consists in removing or rep…
Hate Speech Dataset from a White Supremacy Forum
Ona de Gibert, Naiara Perez, Aitor García-Pablos +1
Hate speech is commonly defined as any communication that disparages a target group of people based on some characteristic such as race, colour, ethnicity, gender, sexual orientati…
Biomedical term normalization of EHRs with UMLS
Naiara Perez, Montse Cuadros, German Rigau
This paper presents a novel prototype for biomedical term normalization of electronic health record excerpts with the Unified Medical Language System (UMLS) Metathesaurus. Despite…