publications
Irune Ibarra, Mikel Iruskieta
Disgrafia hobetzeko esku-hartzea idazkailu digitala erabiliz (2022)
UZTARO 121, 155-178
Mikel Iruskieta
Herramientas Digitales para las Humanidades Digitales en la e-infraestructura CLARIN (2022)
Creación de un proyecto en humanidades digitales basado en el análisis de textos: modelado y procesamiento
Oscar Sainz, Itziar Gonzalez-Dios, Oier Lopez de Lacalle, Bonan Min, Eneko Agirre
Textual Entailment for Event Argument Extraction: Zero- and Few-Shot with Multi-Source Learning (2022)
In Findings of the Association for Computational Linguistics: NAACL 2022, Seattle, Washington. Association for Computational Linguistics.
Oscar Sainz, Haoling Qiu, Oier Lopez de Lacalle, Eneko Agirre, Bonan Min
ZS4IE: A toolkit for Zero-Shot Information Extraction with simple Verbalizations (2022)
In Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Demonstrations, Seattle, Washington. Association for Computational Linguistics.
Harritxu Gete, Thierry Etchegoyhen, David Ponce, Gorka Labaka, Nora Aranberri, Ander Corral, Xabier Saralegi, Igor Ellakuria and Maite Martin
TANDO: A Corpus for Document-level Machine Translation. (2022)
Proceedings of the 13th Edition of the Language Resources and Evaluation Conference (LREC 2022)
Xabier Soto, Olatz Perez-De-Viñaspre, Gorka Labaka, Maite Oronoz
Comparing and combining tagging with different decoding algorithms for back-translation in NMT: learnings from a low resource scenario (2022)
In Proceedings of the 23rd Annual Conference of the European Association for Machine Translation, pages 31–40, Ghent, Belgium. European Association for Machine Translation.
Ona de Gibert Bonet, Iakes Goenaga, Olatz Perez-de-Viñaspre, Jordi Armengol-Estapé, Carla Parra Escartín, Marina Sanchez, Mārcis Pinnis, Gorka Labaka and Maite Melero
Unsupervised Machine Translation in Real-World Scenarios (2022)
Proceedings of the 13th Edition of the Language Resources and Evaluation Conference (LREC 2022)
Aitor Ormazabal, Mikel Artetxe, Aitor Soroa, Gorka Labaka, Eneko Agirre
Principled Paraphrase Generation with Parallel Corpora (2022)
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 1621-1638
Gildo Fabregat Ander Cejudo Juan Martinez-Romo Alicia Pérez Lourdes Araujo Nuria Lebeña Maite Oronoz Arantza Casillas
Approximate Nearest Neighbour Extraction Techniques and Neural Networks for Suicide Risk Prediction in the CLPsych 2022 Shared Task (2022)
CLPsych 2022 Shared Task, Accepted in CLPsych 2022 Shared Task, July 15th 2022 (To be published)
Owen Trigueros, Alberto Blanco, Nuria Lebeña, Arantza Casillas, Alicia Pérez
Explainable ICD multi-label classification of EHRs in Spanish with convolutional attention (2022)
International Journal of Medical Informatics
Nuria Lebeña, Alberto Blanco, Alicia Pérez, Arantza Casillas
Preliminary exploration of topic modelling representations for Electronic Health Records coding according to the International Classification of Diseases in Spanish (2022)
Expert Systems with Applications
Alberto Blanco, Sonja Remmer, Alicia Pérez, Hercules Dalianis, Arantza Casillas
Implementation of specialised attention mechanisms: ICD-10 classification of Gastrointestinal discharge summaries in English, Spanish and Swedish (2022)
Journal of Biomedical Informatics
Itxaso Alayo, Ander Merketegi, Maite Oronoz, Arantza Casillas, Alicia Pérez, Olatz Garin, Isabel Moreira, Montse Ferrer, Jordi Alonso, Yolanda Pardo
A baseline model for the automation of the systematic review of Patient-Reported Outcomes measures: the case of the BiblioPRO virtual library (2022)
Jornada científica CIBERESP 2022 (https://jornadacientifica.ciberesp.es/). Centro de Investigación Biomédica en Red, Epidemiología y Salud Pública.
Alberto Blanco, Alicia Pérez, Arantza Casillas
Exploiting ICD Hierarchy for Classification of EHRs in Spanish Through Multi-Task Transformers (2022)
IEEE Journal of Biomedical and Health Informatics
Xabier Soto, Olatz Pérez-de-Viñaspre, Maite Oronoz, Gorka Labaka
Development of a Machine Translation system for promoting the use of a low resource language in the clinical domain: the case of Basque. (2022)
Chapter 7 In Natural Language Processing In Healthcare A Special Focus on Low Resource Languages. Accepted to be published on August 2022. Routledge, Taylor & Francis Group .
Arantxa Otegi, Iñaki San Vicente, Xabier Saralegi, Anselmo Peñas, Borja Lozano, Eneko Agirre
Information retrieval and question answering: A case study on COVID-19 scientific literature (2022)
Knowledge-Based Systems, Volume 240.
