no code implementations • 24 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.
1 code implementation • 1 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.
no code implementations • 12 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.
1 code implementation • 9 Jun 2023 • Rodrigo Agerri, Iñigo Alonso, Aitziber Atutxa, Ander Berrondo, Ainara Estarrona, Iker Garcia-Ferrero, Iakes Goenaga, Koldo Gojenola, Maite Oronoz, Igor Perez-Tejedor, German Rigau, Anar Yeginbergenova
Providing high quality explanations for AI predictions based on machine learning is a challenging and complex task.