Search Results for author: Naiara Perez

Found 9 papers, 4 papers with code

EuSQuAD: Automatically Translated and Aligned SQuAD2.0 for Basque

1 code implementation18 Apr 2024 Aitor García-Pablos, Naiara Perez, Montse Cuadros

The widespread availability of Question Answering (QA) datasets in English has greatly facilitated the advancement of the Natural Language Processing (NLP) field.

Question Answering

Vicomtech at eHealth-KD Challenge 2020: Deep End-to-End Model for Entity and Relation Extraction in Medical Text

no code implementations20 Sep 2020 Aitor García-Pablos, Naiara Perez, Montse Cuadros and Elena Zotova

This paper describes the participation of the Vicomtech NLP team in the eHealth-KD 2020 shared task about detecting and classifying entities and relations in health-related texts written in Spanish.

Medical Diagnosis Medical Procedure +2

HitzalMed: Anonymisation of Clinical Text in Spanish

no code implementations LREC 2020 Salvador Lima Lopez, Naiara Perez, Laura Garc{\'\i}a-Sardi{\~n}a, Montse Cuadros

HitzalMed is a web-framed tool that performs automatic detection of sensitive information in clinical texts using machine learning algorithms reported to be competitive for the task.

BIG-bench Machine Learning

NUBES: A Corpus of Negation and Uncertainty in Spanish Clinical Texts

1 code implementation LREC 2020 Salvador Lima, Naiara Perez, Montse Cuadros, German Rigau

This paper introduces the first version of the NUBes corpus (Negation and Uncertainty annotations in Biomedical texts in Spanish).

Negation

Hate Speech Dataset from a White Supremacy Forum

2 code implementations WS 2018 Ona de Gibert, Naiara Perez, Aitor García-Pablos, Montse Cuadros

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 orientation, nationality, religion, or other characteristic.

Hate Speech Detection Sentence

Biomedical term normalization of EHRs with UMLS

no code implementations LREC 2018 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.

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