Marta Villegas

66 papers A* 1A 1B 14Journal 25Unranked 23

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	MrBERT: Modern Multilingual Encoders via Vocabulary, Domain, and Dimensional Adaptation. CoRR Daniel Tamayo, Iñaki Lacunza, Paula Rivera-Hidalgo, Severino Da Dalt, Javier Aula-Blasco, Aitor Gonzalez-Agirre, Marta Villegas
2025	J	`jnl`	ACADATA: Parallel Dataset of Academic Data for Machine Translation. CoRR Iñaki Lacunza, Javier García Gilabert, Francesca de Luca Fornaciari, Javier Aula-Blasco, Aitor Gonzalez-Agirre, Maite Melero, Marta Villegas
2025	—	`conf`	Breaking Language Barriers in Visual Language Models via Multilingual Textual Regularization. IJCNLP-AACL (Findings) Iñigo Pikabea, Iñaki Lacunza, Oriol Pareras Velasco, Carlos Escolano, Aitor Gonzalez-Agirre, Javier Hernando, Marta Villegas
2025	J	`jnl`	Breaking Language Barriers in Visual Language Models via Multilingual Textual Regularization. CoRR Iñigo Pikabea, Iñaki Lacunza, Oriol Pareras, Carlos Escolano, Aitor Gonzalez-Agirre, Javier Hernando, Marta Villegas
2025	B	`conf`	IberoBench: A Benchmark for LLM Evaluation in Iberian Languages. COLING Irene Baucells, Javier Aula-Blasco, Iria de-Dios-Flores, Silvia Paniagua Suárez, Naiara Pérez, Anna Salles, Susana Sotelo Docío, Júlia Falcão, José Javier Saiz, Robiert Sepúlveda-Torres, Jeremy Barnes, Pablo Gamallo, Aitor Gonzalez-Agirre, German Rigau, Marta Villegas
2025	J	`jnl`	Mass-Editing Memory with Attention in Transformers: A cross-lingual exploration of knowledge. CoRR Daniel Tamayo, Aitor Gonzalez-Agirre, Javier Hernando, Marta Villegas
2025	A*	`conf`	Multi-LMentry: Can Multilingual LLMs Solve Elementary Tasks Across Languages? EMNLP Luca Moroni, Javier Aula-Blasco, Simone Conia, Irene Baucells, Naiara Pérez, Silvia Paniagua Suárez, Anna Salles, Malte Ostendorff, Júlia Falcão, Guijin Son, Aitor Gonzalez-Agirre, Roberto Navigli, Marta Villegas
2025	J	`jnl`	Salamandra Technical Report. CoRR Aitor Gonzalez-Agirre, Marc Pàmies, Joan Llop, Irene Baucells, Severino Da Dalt, Daniel Tamayo, José Javier Saiz, Ferran Espuña, Jaume Prats, Javier Aula-Blasco, Mario Mina, Iñigo Pikabea, Adrián Rubio, Alexander Shvets, Anna Salles, Iñaki Lacunza, Jorge Palomar, Júlia Falcão, Lucía Tormo-Bañuelos, Luis Vasquez-Reina, Montserrat Marimon, Oriol Pareras, Valle Ruíz-Fernández, Marta Villegas
2025	B	`conf`	VeritasQA: A Truthfulness Benchmark Aimed at Multilingual Transferability. COLING Javier Aula-Blasco, Júlia Falcão, Susana Sotelo, Silvia Paniagua, Aitor Gonzalez-Agirre, Marta Villegas
2025	B	`conf`	XDoGE: Multilingual Data Reweighting to Enhance Language Inclusivity in LLMs. IEEE Big Data Iñaki Lacunza, José Javier Saiz, Alexander Shvets, Aitor Gonzalez-Agirre, Marta Villegas
2025	J	`jnl`	XDoGE: Multilingual Data Reweighting to Enhance Language Inclusivity in LLMs. CoRR Iñaki Lacunza, José Javier Saiz, Alexander Shvets, Aitor Gonzalez-Agirre, Marta Villegas
2024	—	`conf`	A CURATEd CATalog: Rethinking the Extraction of Pretraining Corpora for Mid-Resourced Languages. LREC/COLING Jorge Palomar-Giner, José Javier Saiz, Ferran Espuña, Mario Mina, Severino Da Dalt, Joan Llop, Malte Ostendorff, Pedro Ortiz Suarez, Georg Rehm, Aitor Gonzalez-Agirre, Marta Villegas
2024	—	`conf`	Becoming a High-Resource Language in Speech: The Catalan Case in the Common Voice Corpus. LREC/COLING Carme Armentano-Oller, Montserrat Marimon, Marta Villegas
2024	—	`conf`	Building a Data Infrastructure for a Mid-Resource Language: The Case of Catalan. LREC/COLING Aitor Gonzalez-Agirre, Montserrat Marimon, Carlos Rodríguez Penagos, Javier Aula-Blasco, Irene Baucells de la Peña, Carme Armentano-Oller, Jorge Palomar-Giner, Baybars Kulebi, Marta Villegas
2024	—	`conf`	DeepR3: Reducing, Reusing and Recycling Large Models for Developing Responsible and Green Language Technologies. SEPLN (Projects and Demonstrations) Aitor Soroa, German Rigau, Jose Maria Alonso-Moral, Marcos García, Maite Melero, Marta Villegas
2024	—	`conf`	FLOR: On the Effectiveness of Language Adaptation. LREC/COLING Severino Da Dalt, Joan Llop, Irene Baucells, Marc Pàmies, Yishi Xu, Aitor Gonzalez-Agirre, Marta Villegas
2024	—	`conf`	Mass-Editing Memory with Attention in Transformers: A cross-lingual exploration of knowledge. ACL (Findings) Daniel Mela, Aitor Gonzalez-Agirre, Javier Hernando, Marta Villegas
2023	A	`conf`	A weakly supervised textual entailment approach to zero-shot text classification. EACL Marc Pàmies, Joan Llop, Francesco Multari, Nicolau Duran-Silva, César Parra-Rojas, Aitor Gonzalez-Agirre, Francesco Alessandro Massucci, Marta Villegas
2023	J	`jnl`	Anticipating the Debate: Predicting Controversy in News with Transformer-based NLP. Proces. del Leng. Natural Blanca Calvo Figueras, Asier Gutiérrez-Fandiño, Marta Villegas
2023	J	`jnl`	Entailment-based Task Transfer for Catalan Text Classification in Small Data Regimes. Proces. del Leng. Natural Irene Baucells de la Peña, Blanca Calvo Figueras, Marta Villegas, Oier Lopez de Lacalle
2023	—	`conf`	MarIA: Spanish Language Models. ICAART Marta Villegas
2022	—	`conf`	Assessing the Limits of Straightforward Models for Nested Named Entity Recognition in Spanish Clinical Narratives. LOUHI@EMNLP Matías Rojas, Casimiro Pio Carrino, Aitor Gonzalez-Agirre, Jocelyn Dunstan, Marta Villegas
2022	—	`ch.`	Language Report Catalan. European Language Equality Maite Melero, Blanca Calvo Figueras, Mar Rodriguez i Alvarez, Marta Villegas
2022	—	`ch.`	Language Report Spanish. European Language Equality Maite Melero, Pablo Peñarrubia, David Cabestany, Blanca Calvo, Mar Rodriguez i Alvarez, Marta Villegas
2022	J	`jnl`	MarIA: Spanish Language Models. Proces. del Leng. Natural Asier Gutiérrez-Fandiño, Jordi Armengol-Estapé, Marc Pàmies, Joan Llop-Palao, Joaquín Silveira-Ocampo, Casimiro Pio Carrino, Carme Armentano-Oller, Carlos Rodríguez Penagos, Aitor Gonzalez-Agirre, Marta Villegas
2022	—	`conf`	Pretrained Biomedical Language Models for Clinical NLP in Spanish. BioNLP@ACL Casimiro Pio Carrino, Joan Llop, Marc Pàmies, Asier Gutiérrez-Fandiño, Jordi Armengol-Estapé, Joaquín Silveira-Ocampo, Alfonso Valencia, Aitor Gonzalez-Agirre, Marta Villegas
2021	—	`conf`	Are Multilingual Models the Best Choice for Moderately Under-resourced Languages? A Comprehensive Assessment for Catalan. ACL/IJCNLP (Findings) Jordi Armengol-Estapé, Casimiro Pio Carrino, Carlos Rodríguez Penagos, Ona De Gibert Bonet, Carme Armentano-Oller, Aitor Gonzalez-Agirre, Maite Melero, Marta Villegas
2021	J	`jnl`	Are Multilingual Models the Best Choice for Moderately Under-resourced Languages? A Comprehensive Assessment for Catalan. CoRR Jordi Armengol-Estapé, Casimiro Pio Carrino, Carlos Rodríguez Penagos, Ona De Gibert Bonet, Carme Armentano-Oller, Aitor Gonzalez-Agirre, Maite Melero, Marta Villegas
2021	J	`jnl`	Biomedical and Clinical Language Models for Spanish: On the Benefits of Domain-Specific Pretraining in a Mid-Resource Scenario. CoRR Casimiro Pio Carrino, Jordi Armengol-Estapé, Asier Gutiérrez-Fandiño, Joan Llop-Palao, Marc Pàmies, Aitor Gonzalez-Agirre, Marta Villegas
2021	J	`jnl`	Determining Structural Properties of Artificial Neural Networks Using Algebraic Topology. CoRR David Pérez Fernández, Asier Gutiérrez-Fandiño, Jordi Armengol-Estapé, Marta Villegas
2021	J	`jnl`	Overview of BioASQ 2020: The eighth BioASQ challenge on Large-Scale Biomedical Semantic Indexing and Question Answering. CoRR Anastasios Nentidis, Anastasia Krithara, Konstantinos Bougiatiotis, Martin Krallinger, Carlos Rodríguez Penagos, Marta Villegas, Georgios Paliouras
2021	J	`jnl`	Persistent Homology Captures the Generalization of Neural Networks Without A Validation Set. CoRR Asier Gutiérrez-Fandiño, David Pérez Fernández, Jordi Armengol-Estapé, Marta Villegas
2021	J	`jnl`	Spanish Biomedical Crawled Corpus: A Large, Diverse Dataset for Spanish Biomedical Language Models. CoRR Casimiro Pio Carrino, Jordi Armengol-Estapé, Ona De Gibert Bonet, Asier Gutiérrez-Fandiño, Aitor Gonzalez-Agirre, Martin Krallinger, Marta Villegas
2021	J	`jnl`	Spanish Biomedical and Clinical Language Embeddings. CoRR Asier Gutiérrez-Fandiño, Jordi Armengol-Estapé, Casimiro Pio Carrino, Ona de Gibert, Aitor Gonzalez-Agirre, Marta Villegas
2021	J	`jnl`	Spanish Language Models. CoRR Asier Gutiérrez-Fandiño, Jordi Armengol-Estapé, Marc Pàmies, Joan Llop-Palao, Joaquín Silveira-Ocampo, Casimiro Pio Carrino, Aitor Gonzalez-Agirre, Carme Armentano-Oller, Carlos Rodríguez Penagos, Marta Villegas
2021	J	`jnl`	Spanish Legalese Language Model and Corpora. CoRR Asier Gutiérrez-Fandiño, Jordi Armengol-Estapé, Aitor Gonzalez-Agirre, Marta Villegas
2021	J	`jnl`	The Catalan Language CLUB. CoRR Carlos Rodríguez Penagos, Carme Armentano-Oller, Marta Villegas, Maite Melero, Aitor Gonzalez, Ona De Gibert Bonet, Casimiro Pio Carrino
2020	J	`jnl`	A Vulnerability Study on Academic Collaboration Networks Based on Network Dynamics. CoRR Asier Gutiérrez-Fandiño, Jordi Armengol-Estapé, Marta Villegas
2020	—	`conf`	BioASQ at CLEF2020: Large-Scale Biomedical Semantic Indexing and Question Answering. ECIR (2) Martin Krallinger, Anastasia Krithara, Anastasios Nentidis, Georgios Paliouras, Marta Villegas
2020	—	`conf`	Overview of BioASQ 2020: The Eighth BioASQ Challenge on Large-Scale Biomedical Semantic Indexing and Question Answering. CLEF Anastasios Nentidis, Anastasia Krithara, Konstantinos Bougiatiotis, Martin Krallinger, Carlos Rodríguez Penagos, Marta Villegas, Georgios Paliouras
2020	—	`conf`	Overview of MESINESP, a Spanish Medical Semantic Indexing Task within BioASQ 2020. CLEF (Working Notes) Carlos Rodríguez Penagos, Anastasios Nentidis, Aitor Gonzalez-Agirre, Alejandro Asensio, Jordi Armengol-Estapé, Anastasia Krithara, Marta Villegas, Georgios Paliouras, Martin Krallinger
2019	—	`conf`	Automatic De-identification of Medical Texts in Spanish: the MEDDOCAN Track, Corpus, Guidelines, Methods and Evaluation of Results. IberLEF@SEPLN Montserrat Marimon, Aitor Gonzalez-Agirre, Ander Intxaurrondo, Heidy Rodriguez, Jose Lopez Martin, Marta Villegas, Martin Krallinger
2019	—	`conf`	PharmaCoNER: Pharmacological Substances, Compounds and proteins Named Entity Recognition track. BioNLP-OST@EMNLP-IJNCLP Aitor Gonzalez-Agirre, Montserrat Marimon, Ander Intxaurrondo, Obdulia Rabal, Marta Villegas, Martin Krallinger
2018	—	`conf`	Finding Mentions of Abbreviations and Their Definitions in Spanish Clinical Cases: The BARR2 Shared Task Evaluation Results. IberEval@SEPLN Ander Intxaurrondo, Montserrat Marimon, Aitor Gonzalez-Agirre, Jose Antonio López-Martín, Heidy Rodriguez, Jesus Santamaría, Marta Villegas, Martin Krallinger
2018	J	`jnl`	The apertium bilingual dictionaries on the web of data. Semantic Web Jorge Gracia, Marta Villegas, Asunción Gómez-Pérez, Núria Bel
2017	J	`jnl`	Esfuerzos para fomentar la minería de textos en biomedicina más allá del inglés: el plan estratégico nacional español para las tecnologías del lenguaje. Proces. del Leng. Natural Marta Villegas, Santiago de la Peña, Ander Intxaurrondo, Jesus Santamaría, Martin Krallinger
2017	—	`conf`	The Biomedical Abbreviation Recognition and Resolution (BARR) Track: Benchmarking, Evaluation and Importance of Abbreviation Recognition Systems Applied to Spanish Biomedical Abstracts. IberEval@SEPLN Ander Intxaurrondo, Martín Pérez-Pérez, Gael Pérez Rodríguez, Jose Antonio López-Martín, Jesus Santamaría, Santiago de la Peña, Marta Villegas, Saber Ahmad Akhondi, Alfonso Valencia, Anália Lourenço, Martin Krallinger
2016	B	`conf`	Leveraging RDF Graphs for Crossing Multiple Bilingual Dictionaries. LREC Marta Villegas, Maite Melero, Núria Bel, Jorge Gracia
2015	J	`jnl`	Codes of Ethics, Ethical Behavior, and Organizational Culture from the Managerial Approach: A Case Study in the Colombian Banking Industry. Int. J. Strateg. Inf. Technol. Appl. Marta Villegas, Michael H. McGivern
2015	—	`conf`	One Ontology to Bind Them All: The META-SHARE OWL Ontology for the Interoperability of Linguistic Datasets on the Web. ESWC (Satellite Events) John P. McCrae, Penny Labropoulou, Jorge Gracia, Marta Villegas, Víctor Rodríguez-Doncel, Philipp Cimiano
2015	—	`conf`	One Ontology to Bind Them All: The META-SHARE OWL Ontology for the Interoperability of Linguistic Datasets on the Web. MSW@ESWC John P. McCrae, Penny Labropoulou, Jorge Gracia, Marta Villegas, Víctor Rodríguez-Doncel, Philipp Cimiano
2015	J	`jnl`	PAROLE/SIMPLE 'lemon' ontology and lexicons. Semantic Web Marta Villegas, Núria Bel
2014	B	`conf`	Metadata as Linked Open Data: mapping disparate XML metadata registries into one RDF/OWL registry. LREC Marta Villegas, Maite Melero, Núria Bel
2012	B	`conf`	The IULA Treebank. LREC Montserrat Marimon, Beatríz Fisas, Núria Bel, Jorge Vivaldi, Sergi Torner, Mercè Lorente, Silvia Vázquez, Marta Villegas
2012	B	`conf`	Using Language Resources in Humanities research. LREC Marta Villegas, Núria Bel, Carlos Gonzalo, Amparo Moreno, Nuria Simelio
2010	B	`conf`	A Case Study on Interoperability for Language Resources and Applications. LREC Marta Villegas, Núria Bel, Santiago Bel, Víctor Rodríguez-Doncel
2010	J	`jnl`	The Harvesting Day: una iniciativa para mejorar la visibilidad de los recursos lingüísticos. Proces. del Leng. Natural Carla Parra, Marta Villegas, Núria Bel
2009	—	`conf`	Integrating Full-Text Search and Linguistic Analyses on Disperse Data for Humanities and Social Sciences Research Projects. eScience Marta Villegas, Carla Parra
2008	B	`conf`	COLDIC, a Lexicographic Platform for LMF compliant lexica. LREC Núria Bel, Sergio Espeja, Montserrat Marimon, Marta Villegas
2004	B	`conf`	Cost-effective Cross-lingual Document Classification. LREC Núria Bel, Cornelis H. A. Koster, Marta Villegas
2003	—	`conf`	Cross-Lingual Text Categorization. ECDL Núria Bel, Cornelis H. A. Koster, Marta Villegas
2002	B	`conf`	From DTD to relational dB. An automatic generation of a lexicographical station out off ISLE guidelines. LREC Marta Villegas, Núria Bel
2002	B	`conf`	From Resources to Applications. Designing the Multilingual ISLE Lexical Entry. LREC Sue Atkins, Núria Bel, Francesca Bertagna, Pierrette Bouillon, Nicoletta Calzolari, Christiane Fellbaum, Ralph Grishman, Alessandro Lenci, Catherine Macleod, Martha Palmer, Gregor Thurmair, Marta Villegas, Antonio Zampolli
2001	—	`conf`	The ISLE in the ocean. Transatlantic standards for multilingual lexicons (with an eye to machine translation). MTSummit Nicoletta Calzolari, Alessandro Lenci, Antonio Zampolli, Núria Bel, Marta Villegas, Gregor Thurmair
2000	B	`conf`	Multilingual Linguistic Resources: From Monolingual Lexicons to Bilingual Interrelated Lexicons. LREC Marta Villegas, Núria Bel, Alessandro Lenci, Nicoletta Calzolari, Nilda Ruimy, Antonio Zampolli, Teresa Sadurní, Joan Soler
2000	B	`conf`	SIMPLE: A General Framework for the Development of Multilingual Lexicons. LREC Núria Bel, Federica Busa, Nicoletta Calzolari, Elisabetta Gola, Alessandro Lenci, Monica Monachini, Antoine Ogonowski, Ivonne Peters, Wim Peters, Nilda Ruimy, Marta Villegas, Antonio Zampolli