publications
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. Routledge, Taylor & Francis Group.
Bernardo Magnini, Begoña Altuna, Alberto Lavelli, Anne-Lyse Minard, Manuela Speranza, and Roberto Zanoli
European Clinical Case Corpus (2022)
Bernardo Magnini, Begoña Altuna, Alberto Lavelli, Anne-Lyse Minard, Manuela Speranza, and Roberto Zanoli (2022). European Clinical Case Corpus. Georg Rehm ed. European Language Grid, A Language Technology Platform for Multilingual Europe. Springer, Cham, Switzerland. https://doi.org/10.1007/978-3-031-17258-8
Adrián Núñez-Marcos, Olatz Perez-de-Viñaspre, Gorka Labaka
A survey on Sign Language machine translation (2022)
Expert Systems with Applications, Volume 213, part B. URL: https://doi.org/10.1016/j.eswa.2022.118993 ISSN: 0957-4174
MarÍa Jesús Aranzabe, Izaskun Aldezabal, Igone Zabala
Recursos y Herramientas de Lingüística de Corpus y PLN para la Monitorización e Investigación de los Usos Académicos del Euskera (2022)
III. workshop de INTELE (Infraestructura de Tecnologías del Lenguaje). Madrid, 13 y 14 de septiembre (Workshop horretan aurkeztutako posterra)
Mikel Iruskieta
INTELE: promoviendo la participación en las infraestructuras: CLARIN y DARIAH (2022)
The International Congress on Libraries & Digital Humanities: projects and challenges
María Jesús Aranzabe, Antton Gurrutxaga, Igone Zabala
Compilación del corpus académico de noveles en euskera HARTAeus y su explotación para el estudio de la fraseología académica (2022)
Procesamiento del Lenguaje Natural, 69, 95-103
Gonzalez-Dios, Itziar and Altuna, Begoñ
Natural Language Processing and Language Technologies for the Basque Language (2022)
Gonzalez-Dios, Itziar and Altuna, Begoña (2022). Natural Language Processing and Language Technologies for the Basque Language. In Cuadernos Europeos de Deusto. NÚMERO ESPECIAL. Linguas minoritarias e futuro de Europa. Minority Languages and the Future of Europe 26, 203-230. https://doi.org/10.18543/ced.2477 https://ced.revistas.deusto.es/issue/view/285
Izaskun Aldezabal, Jose Mari Arriola, Arantxa Otegi
TZOS: an Online Terminology Database Aimed at Working on Basque Academic Terminology Collaboratively (2022)
Proceedings of the 13th Language Resources and Evaluation Conference. Editors: Nicoletta Calzolari (Conference chair), Fred´ eric B ´ echet, Philippe Blache, Khalid Choukri, ´ Christopher Cieri, Thierry Declerck, Sara Goggi, Hitoshi Isahara, Bente Maegaard, Joseph Mariani, Hel´ ene Mazo, Jan Odijk, Stelios Piperidis
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
Eneko Agirre
Few-shot Information Extraction is Here: Pre-train, Prompt and Entail (2022)
In Few-shot Information Extraction is Here: Pre-train, Prompt and Entail
E Agirre, M Apidianaki, I Vulić
Proceedings of Deep Learning Inside Out (DeeLIO 2022): The 3rd Workshop on Knowledge Extraction and Integration for Deep Learning Architectures (2022)
Proceedings of Deep Learning Inside Out (DeeLIO 2022): The 3rd Workshop on Knowledge Extraction and Integration for Deep Learning Architectures. Association for Computational Linguistics, Dublin, Ireland
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.
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.
Jon Alkorta, Mikel Iruskieta
Adding the Basque Parliament Corpus to ParlaMint Project (2022)
ParlaCLARIN III at LREC2022 - Workshop on Creating, Enriching and Using Parliamentary Corpora: 107–110
Ibarra, I. eta Iruskieta M.
Corpus lingüísticos, smartpen y whatsapp: Intervención en escritura de una madre con sus hijos (2022)
IV Congreso internacional en Inclusión Social y Educativa: CIISE
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
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
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
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.
