Dealing with dialectal variation in the construction of the Basque historical corpus

no code implementations • VarDial (COLING) 2020 • Ainara Estarrona, Izaskun Etxeberria, Ricardo Etxepare, Manuel Padilla-Moyano, Ander Soraluze

This paper analyses the challenge of working with dialectal variation when semi-automatically normalising and analysing historical Basque texts.

Event Extraction in Basque: Typologically motivated Cross-Lingual Transfer-Learning Analysis

no code implementations • 9 Apr 2024 • Mikel Zubillaga, Oscar Sainz, Ainara Estarrona, Oier Lopez de Lacalle, Eneko Agirre

To perform the experiments we introduce EusIE, an event extraction dataset for Basque, which follows the Multilingual Event Extraction dataset (MEE).

Cross-Lingual Transfer Event Extraction +4

HiTZ@Antidote: Argumentation-driven Explainable Artificial Intelligence for Digital Medicine

no code implementations • 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.

Decision Making Explainable artificial intelligence +1

Verbal Multiword Expressions in Basque Corpora

no code implementations • COLING 2018 • Uxoa I{\~n}urrieta, Itziar Aduriz, Ainara Estarrona, Itziar Gonzalez-Dios, Antton Gurrutxaga, Ruben Urizar, I{\~n}aki Alegria

This paper presents a Basque corpus where Verbal Multiword Expressions (VMWEs) were annotated following universal guidelines.