Marta Villegas

According to our database, Marta Villegas authored at least 52 papers between 2000 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

DeepR3: Reducing, Reusing and Recycling Large Models for Developing Responsible and Green Language Technologies.

Aitor Soroa, German Rigau, Jose Maria Alonso-Moral, Marcos García, Maite Melero, Marta Villegas

Proceedings of the Seminar of the Spanish Society for Natural Language Processing: Projects and System Demonstrations (SEPLN-CEDI-PD 2024) co-located with the 7th Spanish Conference on Informatics (CEDI 2024), 2024

A CURATEd CATalog: Rethinking the Extraction of Pretraining Corpora for Mid-Resourced Languages.

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

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

Building a Data Infrastructure for a Mid-Resource Language: The Case of Catalan.

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

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

FLOR: On the Effectiveness of Language Adaptation.

Severino Da Dalt, Joan Llop, Irene Baucells, Marc Pàmies, Yishi Xu, Aitor Gonzalez-Agirre, Marta Villegas

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

Becoming a High-Resource Language in Speech: The Catalan Case in the Common Voice Corpus.

Carme Armentano-Oller, Montserrat Marimon, Marta Villegas

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

Mass-Editing Memory with Attention in Transformers: A cross-lingual exploration of knowledge.

Daniel Mela, Aitor Gonzalez-Agirre, Javier Hernando, Marta Villegas

Proceedings of the Findings of the Association for Computational Linguistics, 2024

2023

Entailment-based Task Transfer for Catalan Text Classification in Small Data Regimes.

Irene Baucells de la Peña, Blanca Calvo Figueras, Marta Villegas, Oier Lopez de Lacalle

Proces. del Leng. Natural, 2023

Anticipating the Debate: Predicting Controversy in News with Transformer-based NLP.

Blanca Calvo Figueras, Asier Gutiérrez-Fandiño, Marta Villegas

Proces. del Leng. Natural, 2023

MarIA: Spanish Language Models.

Marta Villegas

Proceedings of the 15th International Conference on Agents and Artificial Intelligence, 2023

A weakly supervised textual entailment approach to zero-shot text classification.

Marc Pàmies, Joan Llop, Francesco Multari, Nicolau Duran-Silva, César Parra-Rojas, Aitor Gonzalez-Agirre, Francesco Alessandro Massucci, Marta Villegas

Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023

2022

Language Report Spanish.

Maite Melero, Pablo Peñarrubia, David Cabestany, Blanca Calvo, Mar Rodriguez i Alvarez, Marta Villegas

Proceedings of the European Language Equality, 2022

Language Report Catalan.

Maite Melero, Blanca Calvo Figueras, Mar Rodriguez i Alvarez, Marta Villegas

Proceedings of the European Language Equality, 2022

MarIA: Spanish Language Models.

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

Proces. del Leng. Natural, 2022

Pretrained Biomedical Language Models for Clinical NLP in Spanish.

Casimiro Pio Carrino, Joan Llop, Marc Pàmies, Asier Gutiérrez-Fandiño, Jordi Armengol-Estapé, Joaquín Silveira-Ocampo, Alfonso Valencia, Aitor Gonzalez-Agirre, Marta Villegas

Proceedings of the 21st Workshop on Biomedical Language Processing, 2022

Assessing the Limits of Straightforward Models for Nested Named Entity Recognition in Spanish Clinical Narratives.

Matías Rojas, Casimiro Pio Carrino, Aitor Gonzalez-Agirre, Jocelyn Dunstan, Marta Villegas

Proceedings of the 13th International Workshop on Health Text Mining and Information Analysis, 2022

2021

The Catalan Language CLUB.

Carlos Rodríguez Penagos, Carme Armentano-Oller, Marta Villegas, Maite Melero, Aitor Gonzalez, Ona De Gibert Bonet, Casimiro Pio Carrino

CoRR, 2021

Spanish Legalese Language Model and Corpora.

Asier Gutiérrez-Fandiño, Jordi Armengol-Estapé, Aitor Gonzalez-Agirre, Marta Villegas

CoRR, 2021

Spanish Biomedical Crawled Corpus: A Large, Diverse Dataset for Spanish Biomedical Language Models.

Casimiro Pio Carrino, Jordi Armengol-Estapé, Ona De Gibert Bonet, Asier Gutiérrez-Fandiño, Aitor Gonzalez-Agirre, Martin Krallinger, Marta Villegas

CoRR, 2021

Biomedical and Clinical Language Models for Spanish: On the Benefits of Domain-Specific Pretraining in a Mid-Resource Scenario.

Casimiro Pio Carrino, Jordi Armengol-Estapé, Asier Gutiérrez-Fandiño, Joan Llop-Palao, Marc Pàmies, Aitor Gonzalez-Agirre, Marta Villegas

CoRR, 2021

Spanish Language Models.

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

CoRR, 2021

Persistent Homology Captures the Generalization of Neural Networks Without A Validation Set.

Asier Gutiérrez-Fandiño, David Pérez Fernández, Jordi Armengol-Estapé, Marta Villegas

CoRR, 2021

Spanish Biomedical and Clinical Language Embeddings.

Asier Gutiérrez-Fandiño, Jordi Armengol-Estapé, Casimiro Pio Carrino, Ona de Gibert, Aitor Gonzalez-Agirre, Marta Villegas

CoRR, 2021

Determining Structural Properties of Artificial Neural Networks Using Algebraic Topology.

David Pérez Fernández, Asier Gutiérrez-Fandiño, Jordi Armengol-Estapé, Marta Villegas

CoRR, 2021

Are Multilingual Models the Best Choice for Moderately Under-resourced Languages? A Comprehensive Assessment for Catalan.

Jordi Armengol-Estapé, Casimiro Pio Carrino, Carlos Rodríguez Penagos, Ona De Gibert Bonet, Carme Armentano-Oller, Aitor Gonzalez-Agirre, Maite Melero, Marta Villegas

Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

2020

A Vulnerability Study on Academic Collaboration Networks Based on Network Dynamics.

Asier Gutiérrez-Fandiño, Jordi Armengol-Estapé, Marta Villegas

CoRR, 2020

BioASQ at CLEF2020: Large-Scale Biomedical Semantic Indexing and Question Answering.

Martin Krallinger, Anastasia Krithara, Anastasios Nentidis, Georgios Paliouras, Marta Villegas

Proceedings of the Advances in Information Retrieval, 2020

Overview of MESINESP, a Spanish Medical Semantic Indexing Task within BioASQ 2020.

Carlos Rodríguez Penagos, Anastasios Nentidis, Aitor Gonzalez-Agirre, Alejandro Asensio, Jordi Armengol-Estapé, Anastasia Krithara, Marta Villegas, Georgios Paliouras, Martin Krallinger

Proceedings of the Working Notes of CLEF 2020, 2020

Overview of BioASQ 2020: The Eighth BioASQ Challenge on Large-Scale Biomedical Semantic Indexing and Question Answering.

Anastasios Nentidis, Anastasia Krithara, Konstantinos Bougiatiotis, Martin Krallinger, Carlos Rodríguez Penagos, Marta Villegas, Georgios Paliouras

Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2020

2019

Automatic De-identification of Medical Texts in Spanish: the MEDDOCAN Track, Corpus, Guidelines, Methods and Evaluation of Results.

Montserrat Marimon, Aitor Gonzalez-Agirre, Ander Intxaurrondo, Heidy Rodriguez, Jose Lopez Martin, Marta Villegas, Martin Krallinger

Proceedings of the Iberian Languages Evaluation Forum co-located with 35th Conference of the Spanish Society for Natural Language Processing, 2019

PharmaCoNER: Pharmacological Substances, Compounds and proteins Named Entity Recognition track.

Aitor Gonzalez-Agirre, Montserrat Marimon, Ander Intxaurrondo, Obdulia Rabal, Marta Villegas, Martin Krallinger

Proceedings of The 5th Workshop on BioNLP Open Shared Tasks, 2019

2018

The apertium bilingual dictionaries on the web of data.

Jorge Gracia, Marta Villegas, Asunción Gómez-Pérez, Núria Bel

Semantic Web, 2018

Finding Mentions of Abbreviations and Their Definitions in Spanish Clinical Cases: The BARR2 Shared Task Evaluation Results.

Ander Intxaurrondo, Montserrat Marimon, Aitor Gonzalez-Agirre, Jose Antonio López-Martín, Heidy Rodriguez, Jesus Santamaría, Marta Villegas, Martin Krallinger

Proceedings of the Third Workshop on Evaluation of Human Language Technologies for Iberian Languages (IberEval 2018) co-located with 34th Conference of the Spanish Society for Natural Language Processing (SEPLN 2018), 2018

2017

Esfuerzos para fomentar la minería de textos en biomedicina más allá del inglés: el plan estratégico nacional español para las tecnologías del lenguaje.

Marta Villegas, Santiago de la Peña, Ander Intxaurrondo, Jesus Santamaría, Martin Krallinger

Proces. del Leng. Natural, 2017

The Biomedical Abbreviation Recognition and Resolution (BARR) Track: Benchmarking, Evaluation and Importance of Abbreviation Recognition Systems Applied to Spanish Biomedical Abstracts.

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

Proceedings of the Second Workshop on Evaluation of Human Language Technologies for Iberian Languages (IberEval 2017) co-located with 33th Conference of the Spanish Society for Natural Language Processing (SEPLN 2017), 2017

2016

Leveraging RDF Graphs for Crossing Multiple Bilingual Dictionaries.

Marta Villegas, Maite Melero, Núria Bel, Jorge Gracia

Proceedings of the Tenth International Conference on Language Resources and Evaluation LREC 2016, 2016

2015

PAROLE/SIMPLE 'lemon' ontology and lexicons.

Marta Villegas, Núria Bel

Semantic Web, 2015

Codes of Ethics, Ethical Behavior, and Organizational Culture from the Managerial Approach: A Case Study in the Colombian Banking Industry.

Marta Villegas, Michael H. McGivern

Int. J. Strateg. Inf. Technol. Appl., 2015

One Ontology to Bind Them All: The META-SHARE OWL Ontology for the Interoperability of Linguistic Datasets on the Web.

John P. McCrae, Penny Labropoulou, Jorge Gracia, Marta Villegas, Víctor Rodríguez-Doncel, Philipp Cimiano

Proceedings of the Semantic Web: ESWC 2015 Satellite Events - ESWC 2015 Satellite Events Portorož, Slovenia, May 31, 2015

2014

Metadata as Linked Open Data: mapping disparate XML metadata registries into one RDF/OWL registry.

Marta Villegas, Maite Melero, Núria Bel

Proceedings of the Ninth International Conference on Language Resources and Evaluation, 2014

2012

Using Language Resources in Humanities research.

Marta Villegas, Núria Bel, Carlos Gonzalo, Amparo Moreno, Nuria Simelio

Proceedings of the Eighth International Conference on Language Resources and Evaluation, 2012

The IULA Treebank.

Montserrat Marimon, Beatríz Fisas, Núria Bel, Jorge Vivaldi, Sergi Torner, Mercè Lorente, Silvia Vázquez, Marta Villegas

Proceedings of the Eighth International Conference on Language Resources and Evaluation, 2012

2010

The Harvesting Day: una iniciativa para mejorar la visibilidad de los recursos lingüísticos.

Carla Parra, Marta Villegas, Núria Bel

Proces. del Leng. Natural, 2010

A Case Study on Interoperability for Language Resources and Applications.

Marta Villegas, Núria Bel, Santiago Bel, Víctor Rodríguez-Doncel

Proceedings of the International Conference on Language Resources and Evaluation, 2010

2009

Integrating Full-Text Search and Linguistic Analyses on Disperse Data for Humanities and Social Sciences Research Projects.

Marta Villegas, Carla Parra

Proceedings of the Fifth International Conference on e-Science, 2009

2008

COLDIC, a Lexicographic Platform for LMF compliant lexica.

Núria Bel, Sergio Espeja, Montserrat Marimon, Marta Villegas

Proceedings of the International Conference on Language Resources and Evaluation, 2008

2004

Cost-effective Cross-lingual Document Classification.

Núria Bel, Cornelis H. A. Koster, Marta Villegas

Proceedings of the Fourth International Conference on Language Resources and Evaluation, 2004

2003

Cross-Lingual Text Categorization.

Núria Bel, Cornelis H. A. Koster, Marta Villegas

Proceedings of the Research and Advanced Technology for Digital Libraries, 2003

2002

From DTD to relational dB. An automatic generation of a lexicographical station out off ISLE guidelines.

Marta Villegas, Núria Bel

Proceedings of the Third International Conference on Language Resources and Evaluation, 2002

From Resources to Applications. Designing the Multilingual ISLE Lexical Entry.

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

Proceedings of the Third International Conference on Language Resources and Evaluation, 2002

2001

The ISLE in the ocean. Transatlantic standards for multilingual lexicons (with an eye to machine translation).

Nicoletta Calzolari, Alessandro Lenci, Antonio Zampolli, Núria Bel, Marta Villegas, Gregor Thurmair

Proceedings of Machine Translation Summit VIII, 2001

2000

Multilingual Linguistic Resources: From Monolingual Lexicons to Bilingual Interrelated Lexicons.

Marta Villegas, Núria Bel, Alessandro Lenci, Nicoletta Calzolari, Nilda Ruimy, Antonio Zampolli, Teresa Sadurní, Joan Soler

Proceedings of the Second International Conference on Language Resources and Evaluation, 2000

SIMPLE: A General Framework for the Development of Multilingual Lexicons.

Núria Bel, Federica Busa, Nicoletta Calzolari, Elisabetta Gola, Alessandro Lenci, Monica Monachini, Antoine Ogonowski, Ivonne Peters, Wim Peters, Nilda Ruimy, Marta Villegas, Antonio Zampolli

Proceedings of the Second International Conference on Language Resources and Evaluation, 2000