A comparative analysis of Spanish Clinical encoder-based models on NER and classification tasks

G García Subies, Á Barbero Jiménez… - Journal of the …, 2024 - academic.oup.com
Objectives This comparative analysis aims to assess the efficacy of encoder Language
Models for clinical tasks in the Spanish language. The primary goal is to identify the most …

KurdiSent: a corpus for kurdish sentiment analysis

S Badawi, A Kazemi, V Rezaie - Language Resources and Evaluation, 2024 - Springer
Abstract Language is essential for communication and the expression of feelings and
sentiments. As technology advances, language has become increasingly ubiquitous in our …

[PDF][PDF] A Natural Language Processing Framework for Detecting Adverse Drug Reactions in Clinical Structured Drug Reviews

S Naderian, R Rahmani, T Samad-Soltani - Int J Drug Res Clin, 2024 - ijdrug.com
Abstract Background: Adverse drug reactions (ADRs) pose significant concerns in
healthcare, yet their underreporting remains a challenge. Extracting spontaneous and non …

Augmenting a Spanish clinical dataset for transformer-based linking of negations and their out-of-scope references

AJ Tamayo-Herrera, DA Burgos, A Gelbukh - Natural Language Processing - cambridge.org
A negated statement consists of three main components: the negation cue, the negation
scope, and the negation reference. The negation cue is the indicator of negation, while the …