Search Results for author: Aitziber Atutxa

Found 5 papers, 2 papers with code

Ali-AUG: Innovative Approaches to Labeled Data Augmentation using One-Step Diffusion Model

no code implementations24 Oct 2024 Ali Hamza, Aizea Lojo, Adrian Núñez-Marcos, Aitziber Atutxa

This paper introduces Ali-AUG, a novel single-step diffusion model for efficient labeled data augmentation in industrial applications.

Data Augmentation Image Generation

Explanatory Argument Extraction of Correct Answers in Resident Medical Exams

1 code implementation1 Dec 2023 Iakes Goenaga, Aitziber Atutxa, Koldo Gojenola, Maite Oronoz, Rodrigo Agerri

Comprehensive experimentation with language models for Spanish shows that sometimes multilingual models fare better than monolingual ones, even outperforming models which have been adapted to the medical domain.

Multiple-choice

EriBERTa: A Bilingual Pre-Trained Language Model for Clinical Natural Language Processing

no code implementations12 Jun 2023 Iker de la Iglesia, Aitziber Atutxa, Koldo Gojenola, Ander Barrena

We demonstrate that EriBERTa outperforms previous Spanish language models in the clinical domain, showcasing its superior capabilities in understanding medical texts and extracting meaningful information.

Language Modeling Language Modelling +1

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