To Adapt or not to Adapt, Rethinking the Value of Medical Knowledge-Aware Large Language Models.

Ander Barrena

Ane G. Domingo-Aldama Iker de la Iglesia Maitane Urruela Aitziber Atutxa Ander Barrena To Adapt or not to Adapt, Rethinking the Value of Medical Knowledge-Aware Large Language Models. 2026 April abs/2604.06854 CoRR https://doi.org/10.48550/arXiv.2604.06854 db/journals/corr/corr2604.html#abs-2604-06854 streams/journals/corr

Maitane Urruela Sergio Martín Iker de la Iglesia Ander Barrena Medical Argument Mining: Exploitation of Scarce Data Using NLI Systems. 251-262 2025 75 Proces. del Leng. Natural http://journal.sepln.org/sepln/ojs/ojs/index.php/pln/article/view/6753 db/journals/pdln/pdln75.html#UrruelaMIB25 streams/journals/pdln

Iker de la Iglesia Adrián Sánchez-Freire Oier Urquijo-Durán Ander Barrena Aitziber Atutxa EriBERTa Private Surpasses her Public Alter Ego: Enhancing a Bilingual Pretrained Encoder with Limited Private Medical Data. 283-296 2025 75 Proces. del Leng. Natural http://journal.sepln.org/sepln/ojs/ojs/index.php/pln/article/view/6755 db/journals/pdln/pdln75.html#IglesiaSUBA25 streams/journals/pdln

Iker de la Iglesia Iakes Goenaga Johanna Ramirez-Romero Jose Maria Villa-Gonzalez Josu Goikoetxea Ander Barrena Ranking Over Scoring: Towards Reliable and Robust Automated Evaluation of LLM-Generated Medical Explanatory Arguments. 9456-9471 2025 COLING https://aclanthology.org/2025.coling-main.634/ conf/coling/2025 db/conf/coling/coling2025.html#IglesiaGRVGB25

Maitane Urruela Sergio Martín Iker de la Iglesia Ander Barrena Medical Argument Mining: Exploitation of Scarce Data Using NLI Systems. 2025 June abs/2506.12823 CoRR https://doi.org/10.48550/arXiv.2506.12823 db/journals/corr/corr2506.html#abs-2506-12823 streams/journals/corr

Adrian Cuadrón Aimar Sagasti Maitane Urruela Iker de la Iglesia Ane G. Domingo-Aldama Aitziber Atutxa Josu Goikoetxea Ander Barrena ArgHiTZ at ArchEHR-QA 2025: A Two-Step Divide and Conquer Approach to Patient Question Answering for Top Factuality. 2025 June abs/2506.12886 CoRR https://doi.org/10.48550/arXiv.2506.12886 db/journals/corr/corr2506.html#abs-2506-12886 streams/journals/corr

Iker de la Iglesia Iakes Goenaga Johanna Ramirez-Romero Jose Maria Villa-Gonzalez Josu Goikoetxea Ander Barrena Ranking Over Scoring: Towards Reliable and Robust Automated Evaluation of LLM-Generated Medical Explanatory Arguments. 2024 abs/2409.20565 CoRR https://doi.org/10.48550/arXiv.2409.20565 db/journals/corr/corr2409.html#abs-2409-20565 streams/journals/corr

Anastasia Klimovich-Gray Giovanni M. Di Liberto Lucía Amoruso Ander Barrena Eneko Agirre Nicola Molinaro Increased top-down semantic processing in natural speech linked to better reading in dyslexia. 120072 2023 June 273 NeuroImage https://doi.org/10.1016/j.neuroimage.2023.120072 db/journals/neuroimage/neuroimage273.html#KlimovichGrayLABAM23

Adrian Cuadrón Aimar Sagasti Ander Barrena Aitziber Atutxa HiTZ Zentroa at TestLink IberLEF 2023. 2023 IberLEF@SEPLN https://ceur-ws.org/Vol-3496/testlink-paper3.pdf conf/sepln/2023iberlef db/conf/sepln/iberlef2023.html#CuadronSBA23

Iker de la Iglesia Aitziber Atutxa Koldo Gojenola Ander Barrena EriBERTa: A Bilingual Pre-Trained Language Model for Clinical Natural Language Processing. 2023 abs/2306.07373 CoRR https://doi.org/10.48550/arXiv.2306.07373 db/journals/corr/corr2306.html#abs-2306-07373

Ander Barrena Aitor Soroa Eneko Agirre Towards zero-shot cross-lingual named entity disambiguation. 115542 2021 184 Expert Syst. Appl. https://doi.org/10.1016/j.eswa.2021.115542 https://www.wikidata.org/entity/Q125782720 db/journals/eswa/eswa184.html#BarrenaSA21

Oscar Sainz Oier Lopez de Lacalle Gorka Labaka Ander Barrena Eneko Agirre Label Verbalization and Entailment for Effective Zero and Few-Shot Relation Extraction. 1199-1212 2021 EMNLP (1) https://doi.org/10.18653/v1/2021.emnlp-main.92 https://aclanthology.org/2021.emnlp-main.92 conf/emnlp/2021-1 db/conf/emnlp/emnlp2021-1.html#SainzLLBA21

Oscar Sainz Oier Lopez de Lacalle Gorka Labaka Ander Barrena Eneko Agirre Label Verbalization and Entailment for Effective Zero- and Few-Shot Relation Extraction. 2021 abs/2109.03659 CoRR https://arxiv.org/abs/2109.03659 db/journals/corr/corr2109.html#abs-2109-03659

Rodrigo Agerri Iñaki San Vicente Jon Ander Campos Ander Barrena Xabier Saralegi Aitor Soroa Eneko Agirre Give your Text Representation Models some Love: the Case for Basque. 4781-4788 2020 LREC https://aclanthology.org/2020.lrec-1.588/ conf/lrec/2020 db/conf/lrec/lrec2020.html#AgerriVCBSSA20

Rodrigo Agerri Iñaki San Vicente Jon Ander Campos Ander Barrena Xabier Saralegi Aitor Soroa Eneko Agirre Give your Text Representation Models some Love: the Case for Basque. 2020 abs/2004.00033 CoRR https://arxiv.org/abs/2004.00033 db/journals/corr/corr2004.html#abs-2004-00033

Ander Barrena Aitor Soroa Eneko Agirre Learning Text Representations for 500K Classification Tasks on Named Entity Disambiguation. 171-180 2018 CoNLL https://doi.org/10.18653/v1/k18-1017 https://aclanthology.org/K18-1017/ conf/conll/2018 db/conf/conll/conll2018.html#BarrenaSA18 Ander Barrena Aitor Soroa Eneko Agirre Alleviating Poor Context with Background Knowledge for Named Entity Disambiguation. 2016 ACL (1) https://doi.org/10.18653/v1/p16-1179 https://aclanthology.org/P16-1179/ conf/acl/2016-1 db/conf/acl/acl2016-1.html#BarrenaSA16

Eneko Agirre Iñaki Alegria Nora Aranberri Mikel Artetxe Ander Barrena António Branco Arantza Díaz de Ilarraza Koldo Gojenola Gorka Labaka Arantxa Otegi Kepa Sarasola Lexical semantics, Basque and Spanish in QTLeap: Quality Translation by Deep Language Engineering Approaches. 169-172 2015 55 Proces. del Leng. Natural http://journal.sepln.org/sepln/ojs/ojs/index.php/pln/article/view/5231 db/journals/pdln/pdln55.html#AgirreAAABBIGLO15

Ander Barrena Aitor Soroa Eneko Agirre Combining Mention Context and Hyperlinks from Wikipedia for Named Entity Disambiguation. 2015 *SEM@NAACL-HLT https://doi.org/10.18653/v1/s15-1011 https://aclanthology.org/S15-1011/ https://www.wikidata.org/entity/Q87833638 conf/starsem/2015 db/conf/starsem/starsem2015.html#BarrenaSA15

Eneko Agirre Ander Barrena Aitor Soroa Studying the Wikipedia Hyperlink Graph for Relatedness and Disambiguation. 2015 abs/1503.01655 CoRR http://arxiv.org/abs/1503.01655 db/journals/corr/corr1503.html#AgirreBS15

Ander Barrena Eneko Agirre Bernardo Cabaleiro Anselmo Peñas Aitor Soroa "One Entity per Discourse" and "One Entity per Collocation" Improve Named-Entity Disambiguation. 2260-2269 2014 COLING https://aclanthology.org/C14-1213/ conf/coling/2014 db/conf/coling/coling2014.html#BarrenaACPS14 Ander Barrena Eneko Agirre Aitor Soroa UBC entity recognition and disambiguation at ERD 2014. 79-82 2014 ERD@SIGIR https://doi.org/10.1145/2633211.2634357 https://www.wikidata.org/entity/Q57400816 conf/sigir/2014erd db/conf/sigir/erd2014.html#BarrenaAS14 Eneko Agirre Ander Barrena Kike Fernández Esther Miranda Arantxa Otegi Aitor Soroa PATHSenrich: A Web Service Prototype for Automatic Cultural Heritage Item Enrichment. 462-465 2013 TPDL https://doi.org/10.1007/978-3-642-40501-3_61 https://www.wikidata.org/entity/Q57400819 conf/ercimdl/2013 db/conf/ercimdl/tpdl2013.html#AgirreBFMOS13 Ander Barrena Eneko Agirre Aitor Soroa UBC Entity Linking at TAC-KBP 2013: random forests for high accuracy. 2013 TAC https://tac.nist.gov/publications/2013/participant.papers/UBC.TAC2013.proceedings.pdf conf/tac/2013 db/conf/tac/tac2013.html#BarrenaAS13 Eneko Agirre Ander Barrena Oier Lopez de Lacalle Aitor Soroa Samuel Fernando Mark Stevenson 0001 Matching Cultural Heritage items to Wikipedia. 1729-1735 2012 LREC http://www.lrec-conf.org/proceedings/lrec2012/summaries/1021.html conf/lrec/2012 db/conf/lrec/lrec2012.html#AgirreBLSFS12 Nicolai Erbs Iryna Gurevych Torsten Zesch Eneko Agirre Aitor Soroa Ander Barrena Ugaitz Etxebarria UKP-UBC Entity Linking at TAC-KBP. 2012 TAC https://tac.nist.gov/publications/2012/participant.papers/UKP_UBC.proceedings.pdf conf/tac/2012 db/conf/tac/tac2012.html#ErbsGZASBE12 Rodrigo Agerri Eneko Agirre Iñaki Alegria Lucía Amoruso Nora Aranberri Mikel Artetxe Aitziber Atutxa António Branco Bernardo Cabaleiro Jon Ander Campos Adrian Cuadrón Ane G. Domingo-Aldama Nicolai Erbs Ugaitz Etxebarria Kike Fernández Samuel Fernando Iakes Goenaga Josu Goikoetxea Koldo Gojenola Iryna Gurevych Iker de la Iglesia Arantza Díaz de Ilarraza Anastasia Klimovich-Gray Gorka Labaka Oier Lopez de Lacalle Giovanni M. Di Liberto Sergio Martín Esther Miranda Nicola Molinaro Arantxa Otegi Anselmo Peñas Johanna Ramirez-Romero Aimar Sagasti Oscar Sainz Adrián Sánchez-Freire Xabier Saralegi Kepa Sarasola Aitor Soroa Mark Stevenson 0001 Oier Urquijo-Durán Maitane Urruela Iñaki San Vicente Jose Maria Villa-Gonzalez Torsten Zesch