publications
Amaia Aguirregoitia Martinez, Kepa Bengoetxea Kortazar, Itziar Gonzalez-Dios
Journal of Immersion and Content-Based Language Education, Volume 9, Issue 1, May 2021, p. 4 - 30
Unai Atutxa-Barrenetxea, Arantza Diaz de Ilarraza, Mikel Iruskieta, Olatz Ansa
Unibertsitateko ikasleen laburpen-gaitasunaren azterketa eta testuaren egitura hierarkikoan oinarrituriko atzeraelikadura automatikoa (2021)
Gizarte zientziak eta zuzenbidea: IV. Ikergazte Nazioarteko Ikerteta Euskaraz. 2021eko ekainaren 9, 10 eta 11 Gasteiz, Euskal Herria. (pp. 247-254)
Aitor Ormazabal, Mikel Artetxe, Aitor Soroa, Gorka Labaka, Eneko Agirre
Beyond Offline Mapping: Learning Cross Lingual Word Embeddings through Context Anchoring (2021)
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, pages 6479–6489
Sara Santiso
Adverse Drug Reaction extraction on Electronic Health Records written in Spanish: A PhD Thesis overview (2021)
IberSPEECH 2020 https://www.isca-speech.org/archive_v0/IberSPEECH_2021/pdfs/34.pdf
Kepa Bengoetxea and Itziar Gonzalez-Dios
MultiAzterTest@Exist-IberLEF 2021: Linguistically Motivated Sexism Identification (2021)
Kepa Bengoetxea and Itziar Gonzalez-Dios (2021)
MultiAzterTest@Exist-IberLEF2021: Linguistically Motivated Sexism Identification. Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2021) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2021) pp. 449-457 http://ceur-ws.org/Vol-2943/
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)
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing (EMNLP).
Lana Yeganova, Dina Wiemann, Mariana Neves, Federica Vezzani, Amy Siu, Inigo Jauregi Unanue, Maite Oronoz, Nancy Mah, Aurélie Névéol, David Martinez, Rachel Bawden, Giorgio Maria Di Nunzio, Roland Roller, Philippe Thomas, Cristian Grozea, Olatz Perez-de-Viñaspre, Maika Vicente Navarro, and Antonio Jimeno Yepes
Findings of the WMT 2021 Biomedical Translation Shared Task: Summaries of Animal Experiments as New Test Set (2021)
In Proceedings of the Sixth Conference on Machine Translation, pages 664–683, Online. Association for Computational Linguistics.
Itziar Gonzalez-Dios, Uxoa Iñurrieta, Igone Zabala
General and Specialised Corpora to Raise Linguistic Awareness in a Language Undergoing the Normalisation Process: Academic Writing in Basque (2021)
Gonzalez Dios, I.; Iñurrieta, U.; Zabala, I. General and specialised corpora to raise linguistic awareness in a language undergoing the normalisation process: academic writing in Basque. A: AELFE-TAPP 2021 (19th AELFE Conference, 2nd TAPP Conference). "Multilingual academic and professional communication in a networked world. Proceedings of AELFE-TAPP 2021 (19th AELFE Conference, 2nd TAPP Conference). Vilanova i la Geltrú (Barcelona), 7-9 July 2021". Vilanova i la Geltrú: Universitat Politècnica de Catalunya, 2021, ISBN 978-84-9880-943-5.
Igone Zabala
Euskaltzaindiaren Hiztegiaren ekarpena lexiko espezializatuaren eta ez-espezializatuaren harmonizazioan (2021)
In Andres Urrutia (ed.) Arantzazutik mundu zabalera. Euskararen normatibizazioa: 1968-2018. IKER 40. Euskaltzaindia-Iberoamericana Vervuert: 285-299
Igone Zabala, María Jesús Aranzabe, Izaskun Aldezabal
Retos actuales del desarrollo y aprendizaje de los registros académicos orales y escritos del euskera (2021)
Círculo de Lingüística Aplicada a la Comunicación 88, pp. 31-50
Igone Zabala
Euskararen lantze funtzionala esparru akademiko eta profesionaletan (2021)
In Grenoble, Lenore / Lane, Pia / Røyneland, Unn (eds.) Ivan Igartua & Lourdes Oñederra (Basqeu eds.) Linguistic Minorities in Europe Online. A Born-Digital, Multimodal, Peer-Reviewed Online Reference Resource The Gruyter Mouton
Jose Mari Arriola, Mikel Iruskieta
Zenbateraino aldatuko dituzte hizkuntza-teknologien forma berriek gure komunikazioa eta hizkuntza bera? HITZ Zentroko ikertzaileak bide berriak urratzen (2021)
IRAKASBIL
Ainara Estarrona, Izaskun Etxeberria, Ricardo Etxepare, Manuel Padilla-Moyano, Ander Soraluze
The First Annotated Corpus of Historical Basque (2021)
Digital Scholarship in the Humanities, vol. 37(2), pp. 391-404
Ibarra, I. Iruskieta M., Martínez-Arbelaiz, A
Hizkuntzen corpusen bidez 2. mailako ikasleen transkripzioa ebaluatzeko proben euskaratzea (2021)
Euskararentzako hizkuntza-teknologia Humanitateetan eta Zientzia Sozialetan garatzeko CLARIAH-EUS azpiegitura diseinatzen jardunaldia
Mikel Iruskieta
Helduen hizkuntza i(ra)kaskuntzan hizkuntza-teknologiak: zenbait arrakasta eta euskararen etorkizuneko erronkak (2021)
Euskarabidea 2020-2021 ikasturtearen irekitze-ekitaldira
Olea, AG; Merodio, JMO ; Atutxa Salazar, A.; Gonzalez, ID; De La Prieta, IF; Rada, MM; De Luis, EA ; Alzaga, KU; Rodriguez, UI; Lili, IP; Rodriguez, AR; Izaguirre, AL; Urizar, RC; Alcalde, MC; Gojenola Galletebeitia, K.
The role of congestive heart failure at atrial fibrillation onset in the data entry errors of electronic health records (2021)
EUROPEAN JOURNAL OF HEART FAILURE. Volume 23 Page 303-304 Supplement 2. SEP 2021. Document Type: Meeting Abstract
Kepa Bengoetxea, Itziar Gonzalez-Dios
MultiAzterTest: a Multilingual Analyzer on Multiple Levels of Language for Readability Assessment (2021)
arXiv:2109.04870
Oscar Cumbicus, Itziar Gonzalez-Dios, Aitor Soroa
A Syntax-Aware Edit-based System for Text Simplification (2021)
Cumbicus, Oscar, Gonzalez-Dios, Itziar and Soroa, Aitor (2021). A Syntax-Aware Edit-based System for Text Simplification In: Proceedings of Recent Advances in Natural Language Processing, pages 329–339. https://aclanthology.org/2021.ranlp-1.38/
Adrián Núñez-Marcos, Gorka Azkune, Ignacio Arganda-Carreras
Exploiting Egocentric Cues for Action Recognition for Ambient Assisted Living Applications (2021)
"Emerging Technologies in Biomedical Engineering and Sustainable TeleMedicine" liburuko kapitulua
Adrián Núñez-Marcos, Gorka Azkune, Ignacio Arganda-Carreras
Egocentric Vision-based Action Recognition: A survey (2021)
Neurocomputing, Volume 472, December 2021, pp. 175-197. URL: https://doi.org/10.1016/j.neucom.2021.11.081 ISSN: 0925-2312
Bernardo Magnini, Begoña Altuna, Alberto Lavelli, Manuela Speranza, Roberto Zanoli
The E3C Project: European Clinical Case Corpus (2021)
Proceedings of the Annual Conference of the Spanish Association for Natural Language Processing: Projects and Demonstrations (SEPLN-PD 2021). Pages 17-20. ISSN: 1613-0073. URL: http://ceur-ws.org/Vol-2968/paper5.pdf
Itziar Gonzalez-Dios, Kepa Bengoetxea
MultiAzterTest@VaxxStance-IberLEF 2021: Identifying Stances with Language Models and Linguistic Features (2021)
Itziar Gonzalez-Dios and Kepa Bengoetxea (2021) Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2021) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2021). pp. 192-201. http://ceur-ws.org/Vol-2943/
Beatriz Pereda-Goikoetxea, María Isabel Elorza-Puyadena Mikel Lersundi-Ayestaran Joseba Xabier Huitzi-Egilegor María José Uranga-Iturrioz Blanca Marín-Fernández
Emakumeen emozio-zurrunbiloa erditzean (2021)
Ekaia, 2021, 41, 31-48
Yi-Ling Chung, Marco Guerini, Rodrigo Agerri
Multilingual Counter Narrative Type Classification (2021)
Proceedings of Argument Mining 2021
Prys Delyth, Sarasola Kepa, Alegria Iñaki, Perez-de-Viñaspre Olatz, Palmer Geraint, Corcoran Padraig, Arman Laura, Knight Dawn ,Spasic Irena, Bryn Jones Dewi, Cooper Sarah, Prys Myfyr, Muralidaran Vigneshwaran, O’Hare Keeziah, Prys Gruffudd, Watkins Gareth, Roberts Jonathan C, Butcher Peter W. S., Lew Robert, Rees Geraint, Sharma Nirwan, Frankenberg-Garcia Ana, Farhat Leena Sarah, Teahan William John.
Language and Technology in Wales: Volume I (2021)
Language and Technology in Wales: Volume I. University of Bangor. ISBN: 978-1-84220-189-3
Amir Zeldes, Yang Janet Liu, Mikel Iruskieta, Philippe Muller, Chloé Braud, Sonia Badene
Proceedings of the 2nd Shared Task on Discourse Relation Parsing and Treebanking (DISRPT 2021) (2021)
Proceedings of the 2nd Shared Task on Discourse Relation Parsing and Treebanking (DISRPT 2021). URL: https://aclanthology.org/volumes/2021.disrpt-1/
Sergio Santana, Alicia Pérez, Arantza Casillas, Maite Oronoz
Erlazio-erauzketa testu klinikoetan hizkuntzaren prozesamenduaren bidez (2021)
IV. IKERGAZTE NAZIOARTEKO IKERKETA EUSKARAZ. UEU
Anastasia Klimovich-Gray, Ander Barrena, Eneko Agirre, Nicola Molinaro
One Way or Another: Cortical Language Areas Flexibly Adapt Processing Strategies to Perceptual And Contextual Properties of Speech (2021)
Cerebral Cortex
Iker García-Ferrero, Rodrigo Agerri, German Rigau
Benchmarking Meta-embeddings: What Works and What Does Not (2021)
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021
Irune Ibarra, Unai Atutxa, Mikel Iruskieta
Idazteko zailtasunak detektatzeko eta esku hartzeko proposamena Lehen Hezkuntzan (2021)
Ikastorratza: 1-29
Unai Bermejo, Aitor Almeida, Aritz Bilbao-Jayo, Gorka Azkune
Embedding-based real-time change point detection with application to activity segmentation in smart home time series data (2021)
Expert Systems with Applications, Volume 185 (online first) december 2021 115641
Mikel Iruskieta, Maria del Mar Boillos
Los modelos discursivos de los trabajos finales de grado del área de educación en euskera (2021)
Congreso Universitario Internacional sobre Contenidos, Investigación, Innovación y Docencia.
Irune Ibarra, Mikel Iruskieta
Smartpen and language corpora: handwriting interventions in children with learning difficulties (2021)
Understanding Language and Literacy Development in the Digital Age – e-LADDA CON 2021 - 28th and 29th September
Rodrigo Agerri, Roberto Centeno, María Espinosa, Joseba Fernández de Landa, Álvaro Rodrigo
VaxxStance@IberLEF 2021: Overview of the Task on Going Beyond Text in Cross-Lingual Stance Detection (2021)
Procesamiento del Lenguaje Natural, 67, pp 173-181
Joseba Fernandez de Landa, Rodrigo Agerri
Social analysis of young Basque-speaking communities in twitter. (2021)
Journal of Multilingual and Multicultural Development, pp 1-15, Routledge, 2021.
Cristina Aceta, Izaskun Fernandez, Aitor Soroa
Ontology Population Reusing Resources for Dialogue Intent Detection: Generic and Multilingual Approach (2021)
Cristina Aceta and Izaskun Fernández and Aitor Soroa. Ontology Population Reusing Resources for Dialogue Intent Detection: Generic and Multilingual Approach (2021) In: Proceedings of Recent Advances in Natural Language Processing
Cristina Aceta, Izaskun Fernandez, Aitor Soroa
TODO: A Core Ontology for Task-Oriented Dialogue Systems in Industry 4.0 (2021)
Cristina Aceta and Izaskun Fernández and Aitor Soroa. (2021). "TODO: A Core Ontology for Task-Oriented Dialogue Systems in Industry 4.0". Studies on the Semantic Web. IOS Press Ebooks. 10.3233/SSW210031.
Horacio Saggion, Dimitar Shterionov, Gorka Labaka, Tim Van de Cruys, Vincent Vandeghinste, Josep Blat
SignON: Bidging the gap between and Sign and Oral Languages (2021)
Procesamiento del Lenguaje Natural, Revista no 67, septiembre de 2021
Pablo Gamallo, Gorka Labaka
Using Dependency-Based Contextualization for transferring Passive Constructions from English to Spanish (2021)
Procesamiento del Lenguaje Natural, Revista no 66, marzo de 2021, pp. 53-64
Alberto Blanco, Sonja Remmer, Alicia Pérez, Hercules Dalianis, Arantza Casillas
On the Contribution of Per-ICD Attention Mechanisms to Classify Health Records in Languages With Fewer Resources than English (2021)
Proceedings of the International Conference on Recent Advances in Natural Language Processing, RANLP 2021, Varna, Bulgaria, September 1-3, 2021. Deep Learning for Natural Language Processing Methods and Applications.
Ander Cejudo, Owen Trigueros, Alicia Pérez, Arantza Casillas, Daniel Cobos
Verbal Autopsy: First Steps Towards Questionnaire Reduction (2021)
Ekštein K., Pártl F., Konopík M. Text, Speech, and Dialogue. TSD 2021. Lecture Notes in Computer Science, vol 12848. Springer, Cham.
Oscar M. Cumbicus-Pineda, Itziar Gonzalez-Dios, Aitor Soroa
Linguistic Capabilities for a Checklist-based evaluation in Automatic Text Simplification (2021)
Oscar M. Cumbicus-Pineda, Itziar Gonzalez-Dios, Aitor Soroa. (2021). Linguistic Capabilities for a Checklist-based evaluation in Automatic Text Simplification. Proceedings of the First Workshop on Current Trends in Text Simplification (CTTS 2021) co-located with the 37th Conference of the Spanish Society for Natural Language Processing (SEPLN2021) Online (initially located in Málaga, Spain), September 21st, 2021. Edited by: Horacio Saggion, Sanja Štajner, Daniel Ferrés, Kim Cheng Sheang, pages 70-83. ISSN 1613-0073
Xavier Gómez Guinovart, Itziar Gonzalez-Dios, Antoni Oliver, German Rigau
Multilingual Central Repository: a Cross-lingual Framework for Developing Wordnets (2021)
Xavier Gómez Guinovart, Itziar Gonzalez-Dios, Antoni Oliver, German Rigau (2021) Multilingual Central Repository: a Cross-lingual Framework for Developing Wordnets. arXiv:2107.00333
Cristina Cumbreño, Nora Aranberri
What Do You Say? Comparison of Metrics for Post-editing Effort (2021)
In: Carl M. (eds) Explorations in Empirical Translation Process Research. Machine Translation: Technologies and Applications, vol 3. Springer, Cham. pp 57-79.
Jon Alkorta, Koldo Gojenola, Mikel Iruskieta
Ezeztapena identifikatzeko Murriztapen Gramatikako erregelak sentimenduen analisiaren testuinguruan (2021)
Alkorta, J., Gojenola, K. eta Iruskieta, M. 2021. Ezeztapena identifikatzeko Murriztapen Gramatikako erregelaksentimenduen analisiaren testuinguruan. IV. IKERGAZTE NAZIOARTEKO IKERKETA EUSKARAZ Kongresuko artikulu-bilduma, Editoreak: Olatz Arbelaitz, Ainhoa Latatu, Miren Josu Omaetxebarria, Blanca Urgell. Bilbo: UEU, 169-176 orr.
Unai Atutxa, Alejandro Molina-Villegas, Mikel Iruskieta
Generación automática de meta-resúmenes para la evaluación del manejo de estructuras discursivas y coherencia en el alumnado (2021)
Procesamiento del Lenguaje Natural
Prys Delyth, Sarasola Kepa, Alegria Iñaki, Perez-de-Viñaspre Olatz, Palmer Geraint, Corcoran Padraig, Arman Laura, Knight Dawn ,Spasic Irena, Bryn Jones Dewi, Cooper Sarah, Prys Myfyr, Muralidaran Vigneshwaran, O’Hare Keeziah, Prys Gruffudd, Watkins Gareth, Roberts Jonathan C, Butcher Peter W. S., Lew Robert, Rees Geraint, Sharma Nirwan, Frankenberg-Garcia Ana, Farhat Leena Sarah, Teahan William John.
Iaith a Thechnoleg yng Nghymru: Cyfrol 1 (2021)
Iaith a Thechnoleg yng Nghymru: Cyfrol 1. University of Bangor. ISBN: 978-1-84220-189-6
Iakes Goenaga, Xabier Lahuerta, Aitziber Atutxa, Koldo Gojenola
A Section Identification Tool: towards HL7 CDA/CCR Standardization in Spanish Discharge Summaries (2021)
Journal of Biomedical Informatics
Jan Deriu, Alvaro Rodrigo, Arantxa Otegi, Guillermo Echegoyen, Sophie Rosset, Eneko Agirre, Mark Cieliebak
Survey on Evaluation Methods for Dialogue Systems (2021)
Artificial Intelligence Review, vol. 54, pages 755-810. https://doi.org/10.1007/s10462-020-09866-x
Mikel Iruskieta
Herramientas Digitales para las Humanidades Digitales en la e-infraestructura CLARIN (2021)
Curso de Verano: Creación de un Proyecto en Humanidades Digitales basado en el análisis de textos: Modelado y Procesamiento
Ander Barrena, Aitor Soroa, Eneko Agirre
Towards Zero-Shot Cross-Lingual Named Entity Disambiguation (2021)
Expert Systems With Applications ESWA 2021
Oscar Sainz, German Rigau
Ask2Transformers: Zero-Shot Domain labelling with Pretrained Language Models (2021)
Proceedings of the 11th Global WordNet Conference pages 44–52, University of South Africa (UNISA). Global Wordnet Association.
Igone Zabala, Izaskun Aldezabal, Maria Jesus Aranzabe
Academic Research Works and Domain Dinamics: Resources and Tools for Basque Academic Writing (2021)
18th International Conference on Minority Languages (Bilbao, 2021/03/24-26)
Ander Salaberria, Jon Ander Campos, Iker García, Joseba Fernandez de Landa
Itzulpen Automatikoko Sistemen Analisia: Genero Alborapenaren Kasua (2021)
IV. Ikergazte. Nazioarteko ikerketa euskaraz. Kongresuko artikulu bilduma. Ingeniaritza eta Arkitektura
Joseba Fernandez de Landa, Iker García, Ander Salaberria, Jon Ander Campos
Twitterreko Euskal Komunitatearen Eduki Azterketa Pandemia Garaian (2021)
IV. Ikergazte. Nazioarteko ikerketa euskaraz. Kongresuko artikulu bilduma. Ingeniaritza eta Arkitektura
Jon Alkorta
Hacia el análisis de sentimientos en euskera (2021)
J. Alkorta. (2021). Hacia el análisis de sentimientos en euskera. Procesamiento del Lenguaje Natural, 66, 201-204.
Joseba Fernandez de Landa, Rodrigo Agerri
Euskarazko on-line artikuluetan aipatutako izendun entitate nabarmenen identifikazioa denbora errealean (2021)
Ekaia
Elena Zotova, Rodrigo Agerri, German Rigau
Semi-automatic generation of multilingual datasets for stance detection in Twitter (2021)
Expert Systems with Applications, 170 (2021).
Eneko Agirre, Marianna Apidianaki, Ivan Vulić (Editors)
Proceedings of Deep Learning Inside Out (DeeLIO): The 2nd Workshop on Knowledge Extraction and Integration for Deep Learning Architectures (2021)
In conjunction with NAACL. Association for Computational Linguistics
Cecilia Domingo, Tatiana Gonzalez-Ferrero, Itziar Gonzalez-Dios
What is on Social Media that is not in WordNet? A Preliminary Analysis on the TwitterAAE Corpus (2021)
Domingo, C., Gonzalez-Ferrero, T., & Gonzalez-Dios, I. (2021, January). What is on Social Media that is not in WordNet? A Preliminary Analysis on the TwitterAAE Corpus. In Proceedings of the 11th Global Wordnet Conference (pp. 234-242).
Ionut-Teodor Sorodoc, Madhumita Sushil, Ece Takmaz, Eneko Agirre (Editors)
Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Student Research Workshop (2021)
In conjunction with EACL. Association for Computational Linguistics
Abel Camacho, Mikel Iruskieta
Euskararen i(ra)kaskuntza-prozesuak: hezkuntza eta hizkuntza teknologiak (2021)
Tantak 32-2: 9-31
Cristina Aceta, Johan Kildal, Izaskun Fernández, Aitor Soroa
Towards an optimal design of natural human interaction mechanisms for a service robot with ancillary way-finding capabilities in industrial environments (2021)
Production & Manufacturing Research, 9:1, 1-32
Ainhoa Serna, Aitor Soroa, Rodrigo Agerri
Applying Deep Learning Techniques for Sentiment Analysis to Assess Sustainable Transport (2021)
Sustainability 13, no. 4: 2397.
Aitzol Elu, Gorka Azkune, Oier Lopez de Lacalle, Ignacio Arganda-Carreras, Aitor Soroa, Eneko Agirre
Inferring spatial relations from textual descriptions of images (2021)
Pattern Recognition, Volume 113, 107847. Pre-print: https://arxiv.org/abs/2102.00997
Sara Santiso , Alicia Pérez, Arantza Casillas
Adverse Drug Reaction extraction: Tolerance to entity recognition errors and sub-domain variants (2021)
Computer Methods and Programs in Biomedicine. https://www.sciencedirect.com/science/article/pii/S0169260720317247?dgcid=author
