David Martínez

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 13

Top Topics

Information Retrieval Evaluation

Electronic Health Records

Relevance Judgements

Automatically Classify

Top Venues

J. Biomed. Informatics

Publications

Dan García-Carrillo, Xabiel G. Pañeda, David Melendi, Roberto García, Víctor Corcoba Magaña, David Martínez
Ad-hoc collision avoidance system for Industrial IoT. J. Ind. Inf. Integr. 38 (2024)
Simon Suster, Karin Verspoor, Timothy Baldwin, Jey Han Lau, Antonio Jimeno-Yepes, David Martínez, Yulia Otmakhova
Impact of detecting clinical trial elements in exploration of COVID-19 literature. CoRR (2021)
Lana Yeganova, Dina Wiemann, Mariana L. Neves, Federica Vezzani, Amy Siu, Inigo Jauregi Unanue, Maite Oronoz, Nancy Mah, Aurélie Névéol, David Martínez, Rachel Bawden, Giorgio Maria Di Nunzio, Roland Roller, Philippe Thomas, Cristian Grozea, Olatz Perez-de-Viñaspre, Maika Vicente Navarro, Antonio Jimeno-Yepes
Findings of the WMT 2021 Biomedical Translation Shared Task: Summaries of Animal Experiments as New Test Set. WMT@EMNLP (2021)
Karin Verspoor, Simon Suster, Yulia Otmakhova, Shevon Mendis, Zenan Zhai, Biaoyan Fang, Jey Han Lau, Timothy Baldwin, Antonio Jimeno-Yepes, David Martínez
Brief Description of COVID-SEE: The Scientific Evidence Explorer for COVID-19 Related Research. ECIR (2) (2021)
Karin Verspoor, Simon Suster, Yulia Otmakhova, Shevon Mendis, Zenan Zhai, Biaoyan Fang, Jey Han Lau, Timothy Baldwin, Antonio Jimeno-Yepes, David Martínez
COVID-SEE: Scientific Evidence Explorer for COVID-19 Related Research. CoRR (2020)
Rachel Bawden, Giorgio Maria Di Nunzio, Cristian Grozea, Inigo Jauregi Unanue, Antonio Jimeno-Yepes, Nancy Mah, David Martínez, Aurélie Névéol, Mariana L. Neves, Maite Oronoz, Olatz Perez-de-Viñaspre, Massimo Piccardi, Roland Roller, Amy Siu, Philippe Thomas, Federica Vezzani, Maika Vicente Navarro, Dina Wiemann, Lana Yeganova
Findings of the WMT 2020 Biomedical Translation Shared Task: Basque, Italian and Russian as New Additional Languages. WMT@EMNLP (2020)
Elaheh ShafieiBavani, Antonio Jimeno-Yepes, Xu Zhong, David Martínez
Global Locality in Biomedical Relation and Event Extraction. BioNLP (2020)
Iman Amini, David Martínez, Xiaodong Li, Mark Sanderson
Improving patient record search: A meta-data based approach. Inf. Process. Manag. 52 (2) (2016)
Simon Kocbek, Lawrence Cavedon, David Martínez, Christopher Bain, Chris Mac Manus, Gholamreza Haffari, Ingrid Zukerman, Karin Verspoor
Text mining electronic hospital records to automatically classify admissions against disease: Measuring the impact of linking data sources. J. Biomed. Informatics 64 (2016)
Danielle L. Mowery, Brett R. South, Lee M. Christensen, Jianwei Leng, Laura-Maria Peltonen, Sanna Salanterä, Hanna Suominen, David Martínez, Sumithra Velupillai, Noémie Elhadad, Guergana Savova, Sameer Pradhan, Wendy W. Chapman
Normalizing acronyms and abbreviations to aid patient understanding of clinical texts: ShARe/CLEF eHealth Challenge 2013, Task 2. J. Biomed. Semant. 7 (2016)
Sameer Pradhan, Noémie Elhadad, Brett R. South, David Martínez, Lee M. Christensen, Amy Vogel, Hanna Suominen, Wendy W. Chapman, Guergana Savova
Evaluating the state of the art in disorder recognition and normalization of the clinical narrative. J. Am. Medical Informatics Assoc. 22 (1) (2015)
Diego Mollá, Iman Amini, David Martínez
Document Distance for the Automated Expansion of Relevance Judgements for Information Retrieval Evaluation. CoRR (2015)
David Martínez, Michelle Ananda-Rajah, Hanna Suominen, Monica A. Slavin, Karin A. Thursky, Lawrence Cavedon
Automatic detection of patients with invasive fungal disease from free-text computed tomography (CT) scans. J. Biomed. Informatics 53 (2015)
David Martínez, Arantxa Otegi, Aitor Soroa, Eneko Agirre
Improving search over Electronic Health Records using UMLS-based query expansion through random walks. J. Biomed. Informatics 51 (2014)
David Martínez, Graham Pitson, Andrew MacKinlay, Lawrence Cavedon
Cross-hospital portability of information extraction of cancer staging information. Artif. Intell. Medicine 62 (1) (2014)
Danielle L. Mowery, Sumithra Velupillai, Brett R. South, Lee M. Christensen, David Martínez, Liadh Kelly, Lorraine Goeuriot, Noémie Elhadad, Sameer Pradhan, Guergana K. Savova, Wendy W. Chapman
Task 2: ShARe/CLEF eHealth Evaluation Lab 2014. CLEF (Working Notes) (2014)
Abel Rionda, Xabiel G. Pañeda, Roberto García, Gabriel Díaz Orueta, David Martínez, María Mitre, David Arbesú, Ignacio Marín
Blended learning system for efficient professional driving. Comput. Educ. 78 (2014)
Liadh Kelly, Lorraine Goeuriot, Hanna Suominen, Tobias Schreck, Gondy Leroy, Danielle L. Mowery, Sumithra Velupillai, Wendy W. Chapman, David Martínez, Guido Zuccon, João R. M. Palotti
Overview of the ShARe/CLEF eHealth Evaluation Lab 2014. CLEF (2014)
Andrew MacKinlay, David Martínez, Antonio Jimeno-Yepes, Haibin Liu, W. John Wilbur, Karin Verspoor
Extracting Biomedical Events and Modifications Using Subgraph Matching with Noisy Training Data. BioNLP@ACL (Shared Task) (2013)
Diego Mollá, David Martínez, Iman Amini
Towards information retrieval evaluation with reduced and only positive judgements. ADCS (2013)
Danielle L. Mowery, Brett R. South, Lee M. Christensen, Laura-Maria Murtola, Sanna Salanterä, Hanna Suominen, David Martínez, Noémie Elhadad, Sameer Pradhan, Guergana K. Savova, Wendy W. Chapman
Task 2: ShARe/CLEF eHealth Evaluation Lab 2013. CLEF (Working Notes) (2013)
Abel Rionda Rodríguez, David Martínez, Xabiel G. Pañeda, D. Arbesu Carbajal, J. Emilio Jiménez, Francisco Fernández Linera
Tutoring System for the Efficient Driving of Combustion Vehicles. Rev. Iberoam. de Tecnol. del Aprendiz. 8 (2) (2013)
Jared Willett, David Martínez, J. Angus Webb, Timothy Baldwin
Automatic Climate Classification of Environmental Science Literature. ALTA (2013)
Sameer Pradhan, Noémie Elhadad, Brett R. South, David Martínez, Lee M. Christensen, Amy Vogel, Hanna Suominen, Wendy W. Chapman, Guergana K. Savova
Task 1: ShARe/CLEF eHealth Evaluation Lab 2013. CLEF (Working Notes) (2013)
Hanna Suominen, Sanna Salanterä, Sumithra Velupillai, Wendy Webber Chapman, Guergana K. Savova, Noemie Elhadad, Sameer Pradhan, Brett R. South, Danielle L. Mowery, Gareth J. F. Jones, Johannes Leveling, Liadh Kelly, Lorraine Goeuriot, David Martínez, Guido Zuccon
Overview of the ShARe/CLEF eHealth Evaluation Lab 2013. CLEF (2013)
Iman Amini, David Martínez, Diego Mollá Aliod
Overview of the ALTA 2012 Shared Task. ALTA (2012)
David Martínez, Andrew MacKinlay, Diego Mollá Aliod, Lawrence Cavedon, Karin Verspoor
Simple Similarity-based Question Answering Strategies for Biomedical Text. CLEF (Online Working Notes/Labs/Workshop) (2012)
Andrew MacKinlay, David Martínez, Timothy Baldwin
Detecting modification of biomedical events using a deep parsing approach. BMC Medical Informatics Decis. Mak. 12 (S-1) (2012)
David Martínez, Arantxa Otegi, Eneko Agirre
NICTA and UBC at the TREC 2012 Medical Track. TREC (2012)
Abel Rionda, David Martínez, Xabiel G. Pañeda, David Arbesú, J. Emilio Jiménez, Francisco Fernández Linera
Sistema Tutor para la Conducción Eficiente de Vehículos de Combustión Superior. Rev. Iberoam. de Tecnol. del Aprendiz. 7 (3) (2012)
Jared Willett, Timothy Baldwin, David Martínez, J. Angus Webb
Classification of Study Region in Environmental Science Abstracts. ALTA (2012)
David Martínez, Hanna Suominen, Michelle Ananda-Rajah, Lawrence Cavedon
Biosurveillance for Invasive Fungal Infections via Text Mining. CLEF (Online Working Notes/Labs/Workshop) (2012)
Iman Amini, Mark Sanderson, Xiaodong Li, David Martínez
Using Meda-data to Search for Clinical Records: RMIT at TREC 2012 Medical Track. TREC (2012)
Sarvnaz Karimi, David Martínez, Sumukh Ghodke, Lawrence Cavedon, Hanna Suominen, Lumin Zhang
Search for Medical Records: NICTA at TREC 2011 Medical Track. TREC (2011)
David Martínez, Yue Li
Information extraction from pathology reports in a hospital setting. CIKM (2011)
Su Kim, David Martínez, Lawrence Cavedon, Lars Yencken
Automatic classification of sentences to support Evidence Based Medicine. BMC Bioinform. 12 (S-2) (2011)
Iman Amini, Mark Sanderson, David Martínez, Xiaodong Li
Search for Clinical Records: RMIT at Medical TREC. TREC (2011)
David Martínez, Timothy Baldwin
Word sense disambiguation for event trigger word detection in biomedicine. BMC Bioinform. 12 (S-2) (2011)
Bader Aljaber, David Martínez, Nicola Stokes, James Bailey
Improving MeSH classification of biomedical articles using citation contexts. J. Biomed. Informatics 44 (5) (2011)
Yi Zhang, Timothy Baldwin, Valia Kordoni, David Martínez, Jeremy Nicholson
Chart Mining-based Lexical Acquisition with Precision Grammars. HLT-NAACL (2010)
David Newman, Timothy Baldwin, Lawrence Cavedon, Eric Huang, Sarvnaz Karimi, David Martínez, Falk Scholer, Justin Zobel
Visualizing search results and document collections using topic maps. J. Web Semant. 8 (2-3) (2010)
Timothy Baldwin, Su Nam Kim, Francis Bond, Sanae Fujita, David Martínez, Takaaki Tanaka
A Reexamination of MRD-Based Word Sense Disambiguation. ACM Trans. Asian Lang. Inf. Process. 9 (1) (2010)
Yue Li, David Martínez
Information Extraction of Multiple Categories from Pathology Reports. ALTA (2010)
Andrew MacKinlay, David Martínez, Timothy Baldwin
Biomedical Event Annotation with CRFs and Precision Grammars. BioNLP@HLT-NAACL (Shared Task) (2009)
Wern Wong, David Martínez, Lawrence Cavedon
Extraction of Named Entities from Tables in Gene Mutation Literature. BioNLP@HLT-NAACL (2009)
Timothy Baldwin, Su Nam Kim, Francis Bond, Sanae Fujita, David Martínez, Takaaki Tanaka
MRD-based Word Sense Disambiguation: Further Extending Lesk. IJCNLP (2008)
Mark Stevenson, Yikun Guo, Robert J. Gaizauskas, David Martínez
Disambiguation of biomedical text using diverse sources of information. BMC Bioinform. 9 (S-11) (2008)
Mark Stevenson, Yikun Guo, Robert J. Gaizauskas, David Martínez
Knowledge Sources for Word Sense Disambiguation of Biomedical Text. BioNLP (2008)
Eneko Agirre, Timothy Baldwin, David Martínez
Improving Parsing and PP Attachment Performance with Sense Information. ACL (2008)
David Martínez, Oier Lopez de Lacalle, Eneko Agirre
On the Use of Automatically Acquired Examples for All-Nouns Word Sense Disambiguation . J. Artif. Intell. Res. 33 (2008)
David Martínez, Timothy Baldwin, Eneko Agirre, Oier Lopez de Lacalle
UBC-UMB: Combining unsupervised and supervised systems for all-words WSD. SemEval@ACL (2007)
Benjamin Goudey, Nicola Stokes, David Martínez
Exploring Extensions to Machine-learning based Gene Normalisation. ALTA (2007)
David Martínez, Su Nam Kim, Timothy Baldwin
MELB-MKB: Lexical Substitution system based on Relatives in Context. SemEval@ACL (2007)
David Martínez, Eneko Agirre, Xinglong Wang
Word Relatives in Context for Word Sense Disambiguation. ALTA (2006)
Iñigo Cuiñas, Manuel García Sánchez, Ana Vázquez Alejos, David Martínez
Scattering Coefficients Over 3-D Flat Dielectric Surfaces. WINSYS (2006)
Eneko Agirre, David Martínez, Oier Lopez de Lacalle, Aitor Soroa
Two graph-based algorithms for state-of-the-art WSD. EMNLP (2006)
Eneko Agirre, Oier Lopez de Lacalle, David Martínez
Exploring feature set combinations for WSD. Proces. del Leng. Natural 37 (2006)
David Martínez
Supervised Word Sense Disambiguation: Facing Current Challenges. Proces. del Leng. Natural 34 (2005)
Eneko Agirre, Itziar Aldabe, Mikel Lersundi, David Martínez, Eli Pociello, Larraitz Uria
The Basque lexical-sample task. SENSEVAL@ACL (2004)
Luis Villarejo, Lluís Màrquez, Eneko Agirre, David Martínez, Bernardo Magnini, Carlo Strapparava, Diana McCarthy, Andrés Montoyo, Armando Suárez
The "Meaning" system on the English all-words task. SENSEVAL@ACL (2004)
Eneko Agirre, David Martínez
Unsupervised WSD based on Automatically Retrieved Examples: The Importance of Bias. EMNLP (2004)
David Martínez, Eneko Agirre
The Effect of Bias on an Automatically-built Word Sense Corpus. LREC (2004)
Eneko Agirre, David Martínez
The Basque Country University system: English and Basque tasks. SENSEVAL@ACL (2004)
Eneko Agirre, David Martínez
Smoothing and Word Sense Disambiguation. EsTAL (2004)
Eneko Agirre, David Martínez
Decision Lists for English and Basque CoRR (2002)
Eneko Agirre, Elena Garcia, Mikel Lersundi, David Martínez, Eli Pociello
The Basque task: did systems perform in the upperbound? CoRR (2002)
Eneko Agirre, David Martínez
Integrating selectional preferences in WordNet CoRR (2002)
Eneko Agirre, Mikel Lersundi, David Martínez
A Multilingual Approach to Disambiguate Prepositions and Case Suffixes. SENSEVAL (2002)
David Martínez, Eneko Agirre, Lluís Màrquez
Syntactic Features for High Precision Word Sense Disambiguation. COLING (2002)
Eneko Agirre, David Martínez
Learning class-to-class selectional preferences CoRR (2001)
Eneko Agirre, David Martínez
Knowledge Sources for Word Sense Disambiguation CoRR (2001)
Eneko Agirre, Elena Garcia, Mikel Lersundi, David Martínez, Eli Pociello
The Basque Task: Did Systems Perform in the Upperbound? SENSEVAL@ACL (2001)
Eneko Agirre, David Martínez
Knowledge Sources for Word Sense Disambiguation. TSD (2001)
Eneko Agirre, David Martínez
Learning class-to-class selectional preferences. CoNLL (2001)
Eneko Agirre, Olatz Ansa, Eduard H. Hovy, David Martínez
Enriching WordNet concepts with topic signatures CoRR (2001)
David Martínez, Eneko Agirre
Decision Lists for English and Basque. SENSEVAL@ACL (2001)
Eneko Agirre, Olatz Ansa, Eduard H. Hovy, David Martínez
Enriching very large ontologies using the WWW CoRR (2000)
Eneko Agirre, Olatz Ansa, Xabier Arregi, Xabier Artola, Arantza Díaz de Ilarraza Sánchez, Mikel Lersundi, David Martínez, Kepa Sarasola, Ruben Urizar
Extraction of semantic relations from a Basque monolingual dictionary using Constraint Grammar CoRR (2000)
Eneko Agirre, David Martínez
Exploring Automatic Word Sense Disambiguation with Decision Lists and the Web. SAIC@COLING (2000)
David Martínez, Eneko Agirre
One Sense per Collocation and Genre/Topic Variations. EMNLP (2000)
David Martínez, Eneko Agirre
One Sense per Collocation and Genre/Topic Variations CoRR (2000)
Eneko Agirre, David Martínez
Exploring automatic word sense disambiguation with decision lists and the Web CoRR (2000)
Eneko Agirre, Olatz Ansa, Eduard H. Hovy, David Martínez
Enriching very large ontologies using the WWW. ECAI Workshop on Ontology Learning (2000)