COLING 2025

In B. Altuna, J.Alkorta, X. Arregi, J.M. Arriola, A. Estarrona, A. Farwell, J. Fernandez de Landa, X. Goenaga, M. Iruskieta (ed.), CLARIAH-EUS:Zientzia Sozialak eta Humanitate Digitalak gaur egun, 39–56. UPV/EHUko Argitalpen Zerbitzua.

In ACL 2025.

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Computational Linguistics 2025, 1–44.

Blanca Calvo Figueras, Eneko Sagarzazu, Julen Etxaniz, Jeremy Barnes, Pablo Gamallo, Iria de-Dios-Flores, and Rodrigo Agerri. 2025. Truth Knows No Language: Evaluating Truthfulness Beyond English. In Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 31204–31218, Vienna, Austria. Association for Computational Linguistics.

Overview of CLEARS at IberLEF 2025: Challenge for Plain Language and Easy-to-Read Adaptation for Spanish texts. Procesamiento del Lenguaje Natural, 75, 393-400.

Findings of the Association for Computational Linguistics: ACL 2025, pages 22568–22584. July 27 - August 1, 2025 ©2025 Association for Computational Linguistics

In Findings of the Association for Computational Linguistics: ACL 2025, pages 17462–17477, Vienna, Austria. Association for Computational Linguistics.

In Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, pages 18219–18232, Suzhou, China. Association for Computational Linguistics.

EMNLP Findings 2025

Palabra Clave 28, no. 1 (2025): e2813-e2813.

Knowledge-Based Systems (2025): 114001 (Elsevier).

IkerGazte. Nazioarteko Ikerketa Euskaraz, 3, 133–140.

Fontes Linguae Vasconum. Number 140. December 2025, 273-315.

IkerGazte. Nazioarteko Ikerketa Euskaraz, 3, 125–132

In Perez-Llantada, Carmen; Carciu, Oana; Villares, Rosana (ed.), “Book of abstracts Joint 21st AELFE LSPPC7 Conference 2023”, Mendeley Data, V1.

Computational Linguistics (MIT Press).

The Twelfth International Conference on Learning Representations

Madina, M., Gonzalez-Dios, I., & Siegel, M. (2024, May). A Preliminary Study of ChatGPT for Spanish E2R Text Adaptation. In Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024) (pp. 1422-1434).

Madina, M., Gonzalez-Dios, I., & Siegel, M. (2024, May). LanguageTool as a CAT tool for Easy-to-Read in Spanish. In Proceedings of the 3rd Workshop on Tools and Resources for People with REAding DIfficulties (READI)@ LREC-COLING 2024 (pp. 93-101).

Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024)

Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024), pages 2132–2141

Proceedings of the 2024 Main Conference of the Association for Computational Linguistics (ACL 2024). August 11th to 16th, 2024. Bangkok, Thailand

Madina, M., Gonzalez-Dios, I., & Siegel, M. (2024, July). Towards reliable E2R texts: a proposal for standardized evaluation practices. In International Conference on Computers Helping People with Special Needs (pp. 224-231). Cham: Springer Nature Switzerland.

Findings of the Association for Computational Linguistics: EMNLP 2024, pages 9572–9585

IberLEF 2024 - Proceedings of the Iberian Languages Evaluation Forum, co-located with the Conference of the Spanish Society for Natural Language Processing, SEPLN 2024, vol. 3756

Procesamiento del Lenguaje Natural, Revista no 73, septiembre de 2024, pp. 29-41

Artificial Intelligence in Medicine Volume 155, September 2024, 102938 https://www.sciencedirect.com/science/article/pii/S0933365724001805

In Proceedings of the 28th Conference on Computational Natural Language Learning, pages 105–116, Miami, FL, USA. Association for Computational Linguistics.

In Companion Proceedings of the ACM Web Conference 2024 (WWW ’24 Companion), May 13–17, 2024, Singapore, Singapore. ACM, New York, NY, USA, 9 pages. https://doi.org/10.1145/3589335.3651902

Proceedings of the 14th Workshop on Computational Approaches to Subjectivity, Sentiment, & Social Media Analysis. Association for Computational Linguistics, Bangkok, Thailand, edition.

38th Conference on Neural Information Processing Systems (NeurIPS 2024) https://doi.org/10.48550/arXiv.2406.07302

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, pages 18463-18475.

ECAI 2024 (demos)

Social Network Analysis and Mining, 14(1), pp.1-23

Procesamiento del Lenguaje Natural, Nº. 73, págs. 296-312.

In SEPLN-CEDI-PD 2024: Seminar of the Spanish Society for Natural Language Processing: Projects and System Demonstrations, June 19-20, 2024, A Coruña, Spain.

In SEPLN-CEDI-PD 2024: Seminar of the Spanish Society for Natural Language Processing: Projects and System Demonstrations, June 19-20, 2024, A Coruña, Spain.

In Proceedings of the Conference of the European Chapter of the Association for Computational Linguistics (EACL 2024)

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In Proceedings of the 12th Global Wordnet Conference, pages 331–342, University of the Basque Country, Donostia - San Sebastian, Basque Country. Global Wordnet Association.

Procesamiento del Lenguaje Natural, Revista no 70, marzo del 2023, pp. 53-61

Nayla Escribano, German Rigau, Rodrigo Agerri, A modular approach for multilingual timex detection and normalization using deep learning and grammar-based methods, Knowledge-Based Systems, Volume 273, 2023, 110612, ISSN 0950-7051, https://doi.org/10.1016/j.knosys.2023.110612. (https://www.sciencedirect.com/science/article/pii/S0950705123003623) Abstract: Detecting and normalizing temporal expressions is an essential step for many NLP tasks. While a variety of methods have been proposed for detection, best normalization approaches rely on hand-crafted rules. Furthermore, most of them have been designed only for English. In this paper we present a modular multilingual temporal processing system combining a fine-tuned Masked Language Model for detection, and a grammar-based normalizer. We experiment in Spanish and English and compare with HeidelTime, the state-of-the-art in multilingual temporal processing. We obtain best results in gold timex normalization, timex detection and type recognition, and competitive performance in the combined TempEval-3 relaxed value metric. A detailed error analysis shows that detecting only those timexes for which it is feasible to provide a normalization is highly beneficial in this last metric. This raises the question of which is the best strategy for timex processing, namely, leaving undetected those timexes for which is not easy to provide normalization rules or aiming for high coverage. Keywords: Temporal processing; Multilingualism; Sequence labeling; Grammar-based approaches; Deep learning; Natural language processing

Lindemann, D. (arg.). Miren Azkarateri esker onez, 15-30. UPV/EHU Argitalpen zerbitzua. Bilbo.

Procesamiento del Lenguaje Natural (70), pp 157-170

Findings of the Association for Computational Linguistics: ACL 2023

In: Crémilleux, B., Hess, S., Nijssen, S. (eds) Advances in Intelligent Data Analysis XXI. IDA 2023. Lecture Notes in Computer Science, vol 13876. Springer, Cham.

ACM Computing Surveys. 27 June 2023

Procesamiento del Lenguaje Natural, Revista nº 71, septiembre de 2023

Madina, M., Gonzalez-Dios, I., & Siegel, M. (2023, July). Easy-to-Read Language Resources and Tools for three European Languages. In Proceedings of the 16th International Conference on PErvasive Technologies Related to Assistive Environments (pp. 693-699).

Margot Madina, Itziar Gonzalez-Dios, Melanie Siegel (2023) Easy-to-Read Language: baliabide linguistikoen eta testuen egokitzapena eta tresna automatikoen garapena. V. IKERGAZTE NAZIOARTEKO IKERKETA EUSKARAZ Kongresuko artikulu-bilduma: Giza Zientziak eta Artea, 35-42.

Margot Madina, Itziar Gonzalez-Dios and Melanie Siegel (2023) Easy-to-Read in Germany: a Survey on its Current State and Available Resources. To appear in proceedings of 10th Language & Technology Conference

Proceedings of the 13th Workshop on Computational Approaches to Subjectivity, Sentiment, & Social Media Analysis

Procesamiento del Lenguaje Natural. v. 71, p. 165-177, sep. 2023

Findings of the Association for Computational Linguistics: EMNLP 2023

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing

Álvez, J., Gonzalez-Dios, I., & Rigau, G. (2023, January). Towards Effective Correction Methods Using WordNet Meronymy Relations. In Proceedings of the 12th Global Wordnet Conference (pp. 31-40).

Roberto Centeno and Rodrigo Agerri (2023). Overview of NLP-MisInfo 2023: Workshop on NLP applied to Misinformation. In Proceedings of the Workshop on NLP applied to Misinformation, co-located with the 39th International Conference of the Spanish Society for Natural Language Processing (SEPLN 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 and Anar Yeginbergenova (2023). HiTZ@Antidote: Argumentation-driven Explainable Artificial Intelligence for Digital Medicine. In SEPLN 2023: 39th International Conference of the Spanish Society for Natural Language Processing.

Joseba Fernandez de Landa, Rodrigo Agerri (2023). HiTZ-IXA at PoliticES 2023: Document and Sentence Level Text Representations for Demographic Characteristics and Political Ideology Detection. In Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2023) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2023), Jaén, Spain, September 2023.

Findings of the Association for Computational Linguistics: EMNLP 2023

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), pages: 470–478

Nora Hollenstein, Itziar Gonzalez-Dios, Lisa Beinborn, and Lena Jäger. 2022. Patterns of Text Readability in Human and Predicted Eye Movements. In Proceedings of the Workshop on Cognitive Aspects of the Lexicon, pages 1–15, Taipei, Taiwan. Association for Computational Linguistics.

Scao, T. L., Fan, A., Akiki, C., Pavlick, E., Ilić, S., Hesslow, D., ... & Manica, M. (2022). BLOOM: A 176B-Parameter Open-Access Multilingual Language Model. arXiv preprint arXiv:2211.05100.

2022. Thirty-sixth Conference on Neural Information Processing Systems Datasets and Benchmarks Track

Cumbicus-Pineda, O. M., Gutiérrez-Fandiño, I., Gonzalez-Dios, I., & Soroa, A. (2022). Noisy Channel for Automatic Text Simplification. arXiv preprint arXiv:2211.03152.

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 7383–7390.

Findings of the Association for Computational Linguistics: EMNLP 2022

In: Chbeir, R., Huang, H., Silvestri, F., Manolopoulos, Y., Zhang, Y. (eds) Web Information Systems Engineering – WISE 2022. WISE 2022. Lecture Notes in Computer Science, vol 13724. Springer, Cham.

LREC 2022

In SemEval 2022

In Proceedings of the Fifth Fact Extraction and VERification Workshop (FEVER), pages 37–48, Dublin, Ireland. Association for Computational Linguistics

Nayla Escribano, Jon Ander González, Julen Orbegozo-Terradillos, Ainara Larrondo-Ureta, Simón Peña-Fernández, Olatz Pérez-de-Viñaspre, Rodrigo Agerri (2022). Euskararen erabilera Eusko Legebiltzarreko debateetan (2012-2020). In Mediatika, 19, 163-178.

Journal of Immersion and Content-Based Language Education, Volume 9, Issue 1, May 2021, p. 4 - 30

In conjunction with EACL. Association for Computational Linguistics

Expert Systems with Applications, 170 (2021).

Ekaia

IV. Ikergazte. Nazioarteko ikerketa euskaraz. Kongresuko artikulu bilduma. Ingeniaritza eta Arkitektura

Proceedings of the 11th Global WordNet Conference pages 44–52, University of South Africa (UNISA). Global Wordnet Association.

Journal of Biomedical Informatics

Language and Technology in Wales: Volume I. University of Bangor. ISBN: 978-1-84220-189-3

Iaith a Thechnoleg yng Nghymru: Cyfrol 1. University of Bangor. ISBN: 978-1-84220-189-6

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/

arXiv:2109.04870

Kepa Bengoetxea and Itziar Gonzalez-Dios (2021)

MultiAzterTest@Exist-IberLEF

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/

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

Procesamiento del Lenguaje Natural, 67, pp 173-181

Proceedings of the 2nd Shared Task on Discourse Relation Parsing and Treebanking (DISRPT 2021). URL: https://aclanthology.org/volumes/2021.disrpt-1/

Proceedings of Argument Mining 2021

Ekaia, 2021, 41, 31-48

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

Computational Linguistics 46 (1), 245-248. (https://doi.org/10.1162/COLI_r_00372)

Journal of Quantitative Linguistics. DOI 10.1080/09296174.2020.1732177

Procesamiento del Lenguaje Natural, 64, pp. 123-126.

MDPI Information 2020, 11(4), 181 doi:10.3390/info11040181

Procesamiento del Lenguaje Natural, 64, 61-68. http://journal.sepln.org/sepln/ojs/ojs/index.php/pln/article/view/6196