| 2023 | Interspeech | On the Use of High Frequency Information for Voice Pathology Classification. | David Martnez, Dayana Ribas, Eduardo Lleida |
| 2022 | ICCS | TAQE: A Data Modeling Framework for Traffic and Air Quality Applications in Smart Cities. | David Martnez, Laura Po, Raquel Trillo Lado, Jos R. R. Viqueira |
| 2021 | ECIR | Brief Description of COVID-SEE: The Scientific Evidence Explorer for COVID-19 Related Research. | Karin Verspoor, Simon Suster, Yulia Otmakhova, Shevon Mendis, Zenan Zhai, Biaoyan Fang, Jey Han Lau, Timothy Baldwin, Antonio Jimeno-Yepes, David Martnez |
| 2015 | ICLP | Learning Probabilistic Action Models from Interpretation Transitions. | David Martnez, Tony Ribeiro, Katsumi Inoue, Guillem Aleny, Carme Torras |
| 2015 | IROS | Safe robot execution in model-based reinforcement learning. | David Martnez, Guillem Aleny, Carme Torras |
| 2013 | ADCS | Towards information retrieval evaluation with reduced and only positive judgements. | Diego Moll, David Martnez, Iman Amini |
| 2011 | CIKM | Information extraction from pathology reports in a hospital setting. | David Martnez, Yue Li |
| 2010 | NAACL | Chart Mining-based Lexical Acquisition with Precision Grammars. | Yi Zhang, Timothy Baldwin, Valia Kordoni, David Martnez, Jeremy Nicholson |
| 2008 | ACL | Improving Parsing and PP Attachment Performance with Sense Information. | Eneko Agirre, Timothy Baldwin, David Martnez |
| 2008 | IJCNLP | MRD-based Word Sense Disambiguation: Further Extending Lesk. | Timothy Baldwin, Su Nam Kim, Francis Bond, Sanae Fujita, David Martnez, Takaaki Tanaka |
| 2006 | EMNLP | Two graph-based algorithms for state-of-the-art WSD. | Eneko Agirre, David Martnez, Oier Lopez de Lacalle, Aitor Soroa |
| 2004 | EMNLP | Unsupervised WSD based on Automatically Retrieved Examples: The Importance of Bias. | Eneko Agirre, David Martnez |
| 2004 | LREC | The Effect of Bias on an Automatically-built Word Sense Corpus. | David Martnez, Eneko Agirre |
| 2002 | COLING | Syntactic Features for High Precision Word Sense Disambiguation. | David Martnez, Eneko Agirre, Llus Mrquez |
| 2001 | CoNLL | Learning class-to-class selectional preferences. | Eneko Agirre, David Martnez |
| 2000 | COLING | Exploring Automatic Word Sense Disambiguation with Decision Lists and the Web. | Eneko Agirre, David Martnez |
| 2000 | ECAI | Enriching very large ontologies using the WWW. | Eneko Agirre, Olatz Ansa, Eduard H. Hovy, David Martnez |
| 2000 | EMNLP | One Sense per Collocation and Genre/Topic Variations. | David Martnez, Eneko Agirre |
| 1999 | PSB | Developing Protein Documentaries and Other Multimedia Presentations for Molecular Biology. | Greg B. Quinn, H.-P. Wang, David Martnez, Philip E. Bourne |