Marta Villegas

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 35

Top Topics

Weakly Supervised

Semantic Indexing

Question Answering

Top Venues

Proces. del Leng. Natural

Publications

Severino Da Dalt, Joan Llop, Irene Baucells, Marc Pàmies, Yishi Xu, Aitor Gonzalez-Agirre, Marta Villegas
FLOR: On the Effectiveness of Language Adaptation. LREC/COLING (2024)
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
Building a Data Infrastructure for a Mid-Resource Language: The Case of Catalan. LREC/COLING (2024)
Aitor Soroa, German Rigau, Jose Maria Alonso-Moral, Marcos Garcia, Maite Melero, Marta Villegas
DeepR3: Reducing, Reusing and Recycling Large Models for Developing Responsible and Green Language Technologies. SEPLN (Projects and Demonstrations) (2024)
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
A CURATEd CATalog: Rethinking the Extraction of Pretraining Corpora for Mid-Resourced Languages. LREC/COLING (2024)
Carme Armentano-Oller, Montserrat Marimon, Marta Villegas
Becoming a High-Resource Language in Speech: The Catalan Case in the Common Voice Corpus. LREC/COLING (2024)
Daniel Mela, Aitor Gonzalez-Agirre, Javier Hernando, Marta Villegas
Mass-Editing Memory with Attention in Transformers: A cross-lingual exploration of knowledge. ACL (Findings) (2024)
Marc Pàmies, Joan Llop, Francesco Multari, Nicolau Duran-Silva, César Parra-Rojas, Aitor Gonzalez-Agirre, Francesco Alessandro Massucci, Marta Villegas
A weakly supervised textual entailment approach to zero-shot text classification. EACL (2023)
Blanca Calvo Figueras, Asier Gutiérrez-Fandiño, Marta Villegas
Anticipating the Debate: Predicting Controversy in News with Transformer-based NLP. Proces. del Leng. Natural 70 (2023)
Marta Villegas
MarIA: Spanish Language Models. ICAART (2023)
Irene Baucells de la Peña, Blanca Calvo Figueras, Marta Villegas, Oier Lopez de Lacalle
Entailment-based Task Transfer for Catalan Text Classification in Small Data Regimes. Proces. del Leng. Natural 71 (2023)
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
MarIA: Spanish Language Models. Proces. del Leng. Natural 68 (2022)
Matías Rojas, Casimiro Pio Carrino, Aitor Gonzalez-Agirre, Jocelyn Dunstan, Marta Villegas
Assessing the Limits of Straightforward Models for Nested Named Entity Recognition in Spanish Clinical Narratives. LOUHI@EMNLP (2022)
Casimiro Pio Carrino, Joan Llop, Marc Pàmies, Asier Gutiérrez-Fandiño, Jordi Armengol-Estapé, Joaquín Silveira-Ocampo, Alfonso Valencia, Aitor Gonzalez-Agirre, Marta Villegas
Pretrained Biomedical Language Models for Clinical NLP in Spanish. BioNLP@ACL (2022)
Casimiro Pio Carrino, Jordi Armengol-Estapé, Ona De Gibert Bonet, Asier Gutiérrez-Fandiño, Aitor Gonzalez-Agirre, Martin Krallinger, Marta Villegas
Spanish Biomedical Crawled Corpus: A Large, Diverse Dataset for Spanish Biomedical Language Models. CoRR (2021)
Jordi Armengol-Estapé, Casimiro Pio Carrino, Carlos Rodríguez Penagos, Ona De Gibert Bonet, Carme Armentano-Oller, Aitor Gonzalez-Agirre, Maite Melero, Marta Villegas
Are Multilingual Models the Best Choice for Moderately Under-resourced Languages? A Comprehensive Assessment for Catalan. ACL/IJCNLP (Findings) (2021)
Jordi Armengol-Estapé, Casimiro Pio Carrino, Carlos Rodríguez Penagos, Ona De Gibert Bonet, Carme Armentano-Oller, Aitor Gonzalez-Agirre, Maite Melero, Marta Villegas
Are Multilingual Models the Best Choice for Moderately Under-resourced Languages? A Comprehensive Assessment for Catalan. CoRR (2021)
Asier Gutiérrez-Fandiño, Jordi Armengol-Estapé, Casimiro Pio Carrino, Ona de Gibert, Aitor Gonzalez-Agirre, Marta Villegas
Spanish Biomedical and Clinical Language Embeddings. CoRR (2021)
Anastasios Nentidis, Anastasia Krithara, Konstantinos Bougiatiotis, Martin Krallinger, Carlos Rodríguez Penagos, Marta Villegas, Georgios Paliouras
Overview of BioASQ 2020: The eighth BioASQ challenge on Large-Scale Biomedical Semantic Indexing and Question Answering. CoRR (2021)
Carlos Rodríguez Penagos, Carme Armentano-Oller, Marta Villegas, Maite Melero, Aitor Gonzalez, Ona De Gibert Bonet, Casimiro Pio Carrino
The Catalan Language CLUB. CoRR (2021)
Casimiro Pio Carrino, Jordi Armengol-Estapé, Asier Gutiérrez-Fandiño, Joan Llop-Palao, Marc Pàmies, Aitor Gonzalez-Agirre, Marta Villegas
Biomedical and Clinical Language Models for Spanish: On the Benefits of Domain-Specific Pretraining in a Mid-Resource Scenario. CoRR (2021)
David Pérez Fernández, Asier Gutiérrez-Fandiño, Jordi Armengol-Estapé, Marta Villegas
Determining Structural Properties of Artificial Neural Networks Using Algebraic Topology. CoRR (2021)
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
Spanish Language Models. CoRR (2021)
Asier Gutiérrez-Fandiño, David Pérez Fernández, Jordi Armengol-Estapé, Marta Villegas
Persistent Homology Captures the Generalization of Neural Networks Without A Validation Set. CoRR (2021)
Asier Gutiérrez-Fandiño, Jordi Armengol-Estapé, Aitor Gonzalez-Agirre, Marta Villegas
Spanish Legalese Language Model and Corpora. CoRR (2021)
Asier Gutiérrez-Fandiño, Jordi Armengol-Estapé, Marta Villegas
A Vulnerability Study on Academic Collaboration Networks Based on Network Dynamics. CoRR (2020)
Carlos Rodríguez Penagos, Anastasios Nentidis, Aitor Gonzalez-Agirre, Alejandro Asensio, Jordi Armengol-Estapé, Anastasia Krithara, Marta Villegas, Georgios Paliouras, Martin Krallinger
Overview of MESINESP, a Spanish Medical Semantic Indexing Task within BioASQ 2020. CLEF (Working Notes) (2020)
Anastasios Nentidis, Anastasia Krithara, Konstantinos Bougiatiotis, Martin Krallinger, Carlos Rodríguez Penagos, Marta Villegas, Georgios Paliouras
Overview of BioASQ 2020: The Eighth BioASQ Challenge on Large-Scale Biomedical Semantic Indexing and Question Answering. CLEF (2020)
Martin Krallinger, Anastasia Krithara, Anastasios Nentidis, Georgios Paliouras, Marta Villegas
BioASQ at CLEF2020: Large-Scale Biomedical Semantic Indexing and Question Answering. ECIR (2) (2020)
Aitor Gonzalez-Agirre, Montserrat Marimon, Ander Intxaurrondo, Obdulia Rabal, Marta Villegas, Martin Krallinger
PharmaCoNER: Pharmacological Substances, Compounds and proteins Named Entity Recognition track. BioNLP-OST@EMNLP-IJNCLP (2019)
Montserrat Marimon, Aitor Gonzalez-Agirre, Ander Intxaurrondo, Heidy Rodriguez, Jose Lopez Martin, Marta Villegas, Martin Krallinger
Automatic De-identification of Medical Texts in Spanish: the MEDDOCAN Track, Corpus, Guidelines, Methods and Evaluation of Results. IberLEF@SEPLN (2019)
Ander Intxaurrondo, Montserrat Marimon, Aitor Gonzalez-Agirre, Jose Antonio López-Martín, Heidy Rodriguez, Jesus Santamaría, Marta Villegas, Martin Krallinger
Finding Mentions of Abbreviations and Their Definitions in Spanish Clinical Cases: The BARR2 Shared Task Evaluation Results. IberEval@SEPLN (2018)
Jorge Gracia, Marta Villegas, Asunción Gómez-Pérez, Núria Bel
The apertium bilingual dictionaries on the web of data. Semantic Web 9 (2) (2018)
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
The Biomedical Abbreviation Recognition and Resolution (BARR) Track: Benchmarking, Evaluation and Importance of Abbreviation Recognition Systems Applied to Spanish Biomedical Abstracts. IberEval@SEPLN (2017)
Marta Villegas, Santiago de la Peña, Ander Intxaurrondo, Jesus Santamaría, Martin Krallinger
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 59 (2017)
Marta Villegas, Maite Melero, Núria Bel, Jorge Gracia
Leveraging RDF Graphs for Crossing Multiple Bilingual Dictionaries. LREC (2016)
Marta Villegas, Michael H. McGivern
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. 6 (1) (2015)
John P. McCrae, Penny Labropoulou, Jorge Gracia, Marta Villegas, Víctor Rodríguez-Doncel, Philipp Cimiano
One Ontology to Bind Them All: The META-SHARE OWL Ontology for the Interoperability of Linguistic Datasets on the Web. ESWC (Satellite Events) (2015)
Marta Villegas, Núria Bel
PAROLE/SIMPLE 'lemon' ontology and lexicons. Semantic Web 6 (4) (2015)
John P. McCrae, Penny Labropoulou, Jorge Gracia, Marta Villegas, Víctor Rodríguez-Doncel, Philipp Cimiano
One Ontology to Bind Them All: The META-SHARE OWL Ontology for the Interoperability of Linguistic Datasets on the Web. MSW@ESWC (2015)
Marta Villegas, Maite Melero, Núria Bel
Metadata as Linked Open Data: mapping disparate XML metadata registries into one RDF/OWL registry. LREC (2014)
Marta Villegas, Núria Bel, Carlos Gonzalo, Amparo Moreno, Nuria Simelio
Using Language Resources in Humanities research. LREC (2012)
Montserrat Marimon, Beatríz Fisas, Núria Bel, Jorge Vivaldi, Sergi Torner, Mercè Lorente, Silvia Vázquez, Marta Villegas
The IULA Treebank. LREC (2012)
Marta Villegas, Núria Bel, Santiago Bel, Víctor Rodríguez-Doncel
A Case Study on Interoperability for Language Resources and Applications. LREC (2010)
Carla Parra, Marta Villegas, Núria Bel
The Harvesting Day: una iniciativa para mejorar la visibilidad de los recursos lingüísticos. Proces. del Leng. Natural 45 (2010)
Marta Villegas, Carla Parra
Integrating Full-Text Search and Linguistic Analyses on Disperse Data for Humanities and Social Sciences Research Projects. eScience (2009)
Núria Bel, Sergio Espeja, Montserrat Marimon, Marta Villegas
COLDIC, a Lexicographic Platform for LMF compliant lexica. LREC (2008)
Núria Bel, Cornelis H. A. Koster, Marta Villegas
Cost-effective Cross-lingual Document Classification. LREC (2004)
Núria Bel, Cornelis H. A. Koster, Marta Villegas
Cross-Lingual Text Categorization. ECDL (2003)
Marta Villegas, Núria Bel
From DTD to relational dB. An automatic generation of a lexicographical station out off ISLE guidelines. LREC (2002)
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
From Resources to Applications. Designing the Multilingual ISLE Lexical Entry. LREC (2002)
Nicoletta Calzolari, Alessandro Lenci, Antonio Zampolli, Núria Bel, Marta Villegas, Gregor Thurmair
The ISLE in the ocean. Transatlantic standards for multilingual lexicons (with an eye to machine translation). MTSummit (2001)
Núria Bel, Federica Busa, Nicoletta Calzolari, Elisabetta Gola, Alessandro Lenci, Monica Monachini, Antoine Ogonowski, Ivonne Peters, Wim Peters, Nilda Ruimy, Marta Villegas, Antonio Zampolli
SIMPLE: A General Framework for the Development of Multilingual Lexicons. LREC (2000)
Marta Villegas, Núria Bel, Alessandro Lenci, Nicoletta Calzolari, Nilda Ruimy, Antonio Zampolli, Teresa Sadurní, Joan Soler
Multilingual Linguistic Resources: From Monolingual Lexicons to Bilingual Interrelated Lexicons. LREC (2000)