David Martinez

Also published as: David Martínez


2020

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Findings of the WMT 2020 Biomedical Translation Shared Task: Basque, Italian and Russian as New Additional Languages
Rachel Bawden | Giorgio Maria Di Nunzio | Cristian Grozea | Inigo Jauregi Unanue | Antonio Jimeno Yepes | Nancy Mah | David Martinez | Aurélie Névéol | Mariana Neves | Maite Oronoz | Olatz Perez-de-Viñaspre | Massimo Piccardi | Roland Roller | Amy Siu | Philippe Thomas | Federica Vezzani | Maika Vicente Navarro | Dina Wiemann | Lana Yeganova
Proceedings of the Fifth Conference on Machine Translation

Machine translation of scientific abstracts and terminologies has the potential to support health professionals and biomedical researchers in some of their activities. In the fifth edition of the WMT Biomedical Task, we addressed a total of eight language pairs. Five language pairs were previously addressed in past editions of the shared task, namely, English/German, English/French, English/Spanish, English/Portuguese, and English/Chinese. Three additional languages pairs were also introduced this year: English/Russian, English/Italian, and English/Basque. The task addressed the evaluation of both scientific abstracts (all language pairs) and terminologies (English/Basque only). We received submissions from a total of 20 teams. For recurring language pairs, we observed an improvement in the translations in terms of automatic scores and qualitative evaluations, compared to previous years.

2013

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Automatic Climate Classification of Environmental Science Literature
Jared Willett | David Martinez | J. Angus Webb | Timothy Baldwin
Proceedings of the Australasian Language Technology Association Workshop 2013 (ALTA 2013)

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Extracting Biomedical Events and Modifications Using Subgraph Matching with Noisy Training Data
Andrew MacKinlay | David Martinez | Antonio Jimeno Yepes | Haibin Liu | W. John Wilbur | Karin Verspoor
Proceedings of the BioNLP Shared Task 2013 Workshop

2012

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Classification of Study Region in Environmental Science Abstracts
Jared Willett | Timothy Baldwin | David Martinez | Angus Webb
Proceedings of the Australasian Language Technology Association Workshop 2012

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Overview of the ALTA 2012 Shared Task
Iman Amini | David Martinez | Diego Molla
Proceedings of the Australasian Language Technology Association Workshop 2012

2011

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Proceedings of the Australasian Language Technology Association Workshop 2011
Diego Molla | David Martinez
Proceedings of the Australasian Language Technology Association Workshop 2011

2010

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Information Extraction of Multiple Categories from Pathology Reports
Yue Li | David Martinez
Proceedings of the Australasian Language Technology Association Workshop 2010

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Chart Mining-based Lexical Acquisition with Precision Grammars
Yi Zhang | Timothy Baldwin | Valia Kordoni | David Martinez | Jeremy Nicholson
Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics

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Intelligent Linux Information Access by Data Mining: the ILIAD Project
Timothy Baldwin | David Martinez | Richard Penman | Su Nam Kim | Marco Lui | Li Wang | Andrew MacKinlay
Proceedings of the NAACL HLT 2010 Workshop on Computational Linguistics in a World of Social Media

2009

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Extraction of Named Entities from Tables in Gene Mutation Literature
Wern Wong | David Martinez | Lawrence Cavedon
Proceedings of the BioNLP 2009 Workshop

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Biomedical Event Annotation with CRFs and Precision Grammars
Andrew MacKinlay | David Martinez | Timothy Baldwin
Proceedings of the BioNLP 2009 Workshop Companion Volume for Shared Task

2008

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Knowledge Sources for Word Sense Disambiguation of Biomedical Text
Mark Stevenson | Yinkun Guo | Robert Gaizauskas | David Martinez
Proceedings of the Workshop on Current Trends in Biomedical Natural Language Processing

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MRD-based Word Sense Disambiguation: Further Extending Lesk
Timothy Baldwin | Su Nam Kim | Francis Bond | Sanae Fujita | David Martinez | Takaaki Tanaka
Proceedings of the Third International Joint Conference on Natural Language Processing: Volume-II

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Improving Parsing and PP Attachment Performance with Sense Information
Eneko Agirre | Timothy Baldwin | David Martinez
Proceedings of ACL-08: HLT

2007

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Exploring Extensions to Machine-learning based Gene Normalisation
Benjamin Goudey | Nicola Stokes | David Martinez
Proceedings of the Australasian Language Technology Workshop 2007

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MELB-MKB: Lexical Substitution system based on Relatives in Context
David Martinez | Su Nam Kim | Timothy Baldwin
Proceedings of the Fourth International Workshop on Semantic Evaluations (SemEval-2007)

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UBC-UMB: Combining unsupervised and supervised systems for all-words WSD
David Martinez | Timothy Baldwin | Eneko Agirre | Oier Lopez de Lacalle
Proceedings of the Fourth International Workshop on Semantic Evaluations (SemEval-2007)

2006

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Two graph-based algorithms for state-of-the-art WSD
Eneko Agirre | David Martínez | Oier López de Lacalle | Aitor Soroa
Proceedings of the 2006 Conference on Empirical Methods in Natural Language Processing

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Word Sense Disambiguation Using Automatically Translated Sense Examples
Xinglong Wang | David Martinez
Proceedings of the Cross-Language Knowledge Induction Workshop

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Evaluating and optimizing the parameters of an unsupervised graph-based WSD algorithm
Eneko Agirre | David Martínez | Oier López de Lacalle | Aitor Soroa
Proceedings of TextGraphs: the First Workshop on Graph Based Methods for Natural Language Processing

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Word Relatives in Context for Word Sense Disambiguation
David Martinez | Eneko Agirre | Xinglong Wang
Proceedings of the Australasian Language Technology Workshop 2006

2004

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The Basque lexical-sample task
Eneko Agirre | Itziar Aldabe | Mikel Lersundi | David Martínez | Eli Pociello | Larraitz Uria
Proceedings of SENSEVAL-3, the Third International Workshop on the Evaluation of Systems for the Semantic Analysis of Text

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The Basque Country University system: English and Basque tasks
Eneko Agirre | David Martínez
Proceedings of SENSEVAL-3, the Third International Workshop on the Evaluation of Systems for the Semantic Analysis of Text

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The “Meaning” system on the English all-words task
Luís Villarejo | Lluis Màrquez | Eneko Agirre | David Martínez | Bernardo Magnini | Carlo Strapparava | Diana McCarthy | Andrés Montoyo | Armando Suárez
Proceedings of SENSEVAL-3, the Third International Workshop on the Evaluation of Systems for the Semantic Analysis of Text

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Unsupervised WSD based on Automatically Retrieved Examples: The Importance of Bias
Eneko Agirre | David Martinez
Proceedings of the 2004 Conference on Empirical Methods in Natural Language Processing

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The Effect of Bias on an Automatically-built Word Sense Corpus
David Martínez | Eneko Agirre
Proceedings of the Fourth International Conference on Language Resources and Evaluation (LREC’04)

2002

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A Multilingual Approach to Disambiguate Prepositions and Case Suffixes
Eneko Agirre | Mikel Lersundi | David Martinez
Proceedings of the ACL-02 Workshop on Word Sense Disambiguation: Recent Successes and Future Directions

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Syntactic Features for High Precision Word Sense Disambiguation
David Martínez | Eneko Agirre | Lluís Màrquez
COLING 2002: The 19th International Conference on Computational Linguistics

2001

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Learning class-to-class selectional preferences
Eneko Agirre | David Martinez
Proceedings of the ACL 2001 Workshop on Computational Natural Language Learning (ConLL)

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The Basque Task: Did Systems Perform in the Upperbound?
Eneko Agirre | Elena Garcia | Mikel Lersundi | David Martinez | Eli Pociello
Proceedings of SENSEVAL-2 Second International Workshop on Evaluating Word Sense Disambiguation Systems

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Decision Lists for English and Basque
David Martinez | Eneko Agirre
Proceedings of SENSEVAL-2 Second International Workshop on Evaluating Word Sense Disambiguation Systems

2000

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One Sense per Collocation and Genre/Topic Variations
David Martinez | Eneko Agirre
2000 Joint SIGDAT Conference on Empirical Methods in Natural Language Processing and Very Large Corpora

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Exploring Automatic Word Sense Disambiguation with Decision Lists and the Web
Eneko Agirre | David Martinez
Proceedings of the COLING-2000 Workshop on Semantic Annotation and Intelligent Content