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2020 – today
- 2024
[c34]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: 5831-5847- [c33]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: 335-349 - [c32]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: 2142-2148 - [c31]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: 2556-2566 - [c30]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: 7377-7388 - [c29]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: 41-46 - 2023
- [j8]Blanca Calvo Figueras, Asier Gutiérrez-Fandiño, Marta Villegas:
Anticipating the Debate: Predicting Controversy in News with Transformer-based NLP. Proces. del Leng. Natural 70: 123-133 (2023) - [j7]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: 165-177 (2023) - [c28]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: 286-296 - [c27]Marta Villegas:
MarIA: Spanish Language Models. ICAART 2023: 9 - 2022
- [j6]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: 39-60 (2022) - [c26]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: 14-25 - [c25]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: 193-199 - [p2]Maite Melero, Blanca Calvo Figueras, Mar Rodriguez i Alvarez, Marta Villegas:
Language Report Catalan. European Language Equality 2022: 107-110 - [p1]Maite Melero, Pablo Peñarrubia, David Cabestany, Blanca Calvo, Mar Rodriguez i Alvarez, Marta Villegas:
Language Report Spanish. European Language Equality 2022: 215-218 - 2021
- [c24]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: 4933-4946 - [i11]David Pérez Fernández, Asier Gutiérrez-Fandiño, Jordi Armengol-Estapé, Marta Villegas:
Determining Structural Properties of Artificial Neural Networks Using Algebraic Topology. CoRR abs/2101.07752 (2021) - [i10]Asier Gutiérrez-Fandiño, Jordi Armengol-Estapé, Casimiro Pio Carrino, Ona de Gibert, Aitor Gonzalez-Agirre, Marta Villegas:
Spanish Biomedical and Clinical Language Embeddings. CoRR abs/2102.12843 (2021) - [i9]Asier Gutiérrez-Fandiño, David Pérez Fernández, Jordi Armengol-Estapé, Marta Villegas:
Persistent Homology Captures the Generalization of Neural Networks Without A Validation Set. CoRR abs/2106.00012 (2021) - [i8]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 abs/2106.14618 (2021) - [i7]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 abs/2107.07253 (2021) - [i6]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 abs/2107.07903 (2021) - [i5]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 abs/2109.03570 (2021) - [i4]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 abs/2109.07765 (2021) - [i3]Asier Gutiérrez-Fandiño, Jordi Armengol-Estapé, Aitor Gonzalez-Agirre, Marta Villegas:
Spanish Legalese Language Model and Corpora. CoRR abs/2110.12201 (2021) - [i2]Carlos Rodríguez Penagos, Carme Armentano-Oller, Marta Villegas, Maite Melero, Aitor Gonzalez, Ona De Gibert Bonet, Casimiro Pio Carrino:
The Catalan Language CLUB. CoRR abs/2112.01894 (2021) - 2020
- [c23]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: 194-214 - [c22]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 - [c21]Martin Krallinger, Anastasia Krithara, Anastasios Nentidis, Georgios Paliouras, Marta Villegas:
BioASQ at CLEF2020: Large-Scale Biomedical Semantic Indexing and Question Answering. ECIR (2) 2020: 550-556 - [i1]Asier Gutiérrez-Fandiño, Jordi Armengol-Estapé, Marta Villegas:
A Vulnerability Study on Academic Collaboration Networks Based on Network Dynamics. CoRR abs/2012.11699 (2020)
2010 – 2019
- 2019
- [c20]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: 1-10 - [c19]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: 618-638 - 2018
- [j5]Jorge Gracia, Marta Villegas, Asunción Gómez-Pérez, Núria Bel:
The apertium bilingual dictionaries on the web of data. Semantic Web 9(2): 231-240 (2018) - [c18]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: 280-289 - 2017
- [j4]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: 141-144 (2017) - [c17]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: 230-246 - 2016
- [c16]Marta Villegas, Maite Melero, Núria Bel, Jorge Gracia:
Leveraging RDF Graphs for Crossing Multiple Bilingual Dictionaries. LREC 2016 - 2015
- [j3]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): 42-56 (2015) - [j2]Marta Villegas, Núria Bel:
PAROLE/SIMPLE 'lemon' ontology and lexicons. Semantic Web 6(4): 363-369 (2015) - [c15]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: 39-50 - [c14]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: 271-282 - 2014
- [c13]Marta Villegas, Maite Melero, Núria Bel:
Metadata as Linked Open Data: mapping disparate XML metadata registries into one RDF/OWL registry. LREC 2014: 393-400 - 2012
- [c12]Montserrat Marimon, Beatríz Fisas, Núria Bel, Jorge Vivaldi, Sergi Torner, Mercè Lorente, Silvia Vázquez, Marta Villegas:
The IULA Treebank. LREC 2012: 1920-1926 - [c11]Marta Villegas, Núria Bel, Carlos Gonzalo, Amparo Moreno, Nuria Simelio:
Using Language Resources in Humanities research. LREC 2012: 3284-3288 - 2010
- [j1]Carla Parra, Marta Villegas, Núria Bel:
The Harvesting Day: una iniciativa para mejorar la visibilidad de los recursos lingüísticos. Proces. del Leng. Natural 45: 321-322 (2010) - [c10]Marta Villegas, Núria Bel, Santiago Bel, Víctor Rodríguez-Doncel:
A Case Study on Interoperability for Language Resources and Applications. LREC 2010
2000 – 2009
- 2009
- [c9]Marta Villegas, Carla Parra:
Integrating Full-Text Search and Linguistic Analyses on Disperse Data for Humanities and Social Sciences Research Projects. eScience 2009: 28-32 - 2008
- [c8]Núria Bel, Sergio Espeja, Montserrat Marimon, Marta Villegas:
COLDIC, a Lexicographic Platform for LMF compliant lexica. LREC 2008 - 2004
- [c7]Núria Bel, Cornelis H. A. Koster, Marta Villegas:
Cost-effective Cross-lingual Document Classification. LREC 2004 - 2003
- [c6]Núria Bel, Cornelis H. A. Koster, Marta Villegas:
Cross-Lingual Text Categorization. ECDL 2003: 126-139 - 2002
- [c5]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 - [c4]Marta Villegas, Núria Bel:
From DTD to relational dB. An automatic generation of a lexicographical station out off ISLE guidelines. LREC 2002 - 2001
- [c3]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 - 2000
- [c2]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 - [c1]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
Coauthor Index
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