| 2022 | COLING | IAI @ SocialDisNER : Catch me if you can! Capturing complex disease mentions in tweets. | Aman Sinha, Cristina Garca Holgado, Marianne Clausel, Matthieu Constant |
| 2016 | ACL | A Transition-Based System for Joint Lexical and Syntactic Analysis. | Matthieu Constant, Joakim Nivre |
| 2016 | NAACL | Deep Lexical Segmentation and Syntactic Parsing in the Easy-First Dependency Framework. | Matthieu Constant, Joseph Le Roux, Nadi Tomeh |
| 2014 | ACL | Strategies for Contiguous Multiword Expression Analysis and Dependency Parsing. | Marie Candito, Matthieu Constant |
| 2014 | COLING | Syntactic Parsing and Compound Recognition via Dual Decomposition: Application to French. | Joseph Le Roux, Antoine Rozenknop, Matthieu Constant |
| 2012 | ACL | Discriminative Strategies to Integrate Multiword Expression Recognition and Parsing. | Matthieu Constant, Anthony Sigogne, Patrick Watrin |
| 2012 | LREC | Evaluating the Impact of External Lexical Resources into a CRF-based Multiword Segmenter and Part-of-Speech Tagger. | Matthieu Constant, Isabelle Tellier |
| 2012 | LREC | A new semantically annotated corpus with syntactic-semantic and cross-lingual senses. | Myriam Rakho, ric Laporte, Matthieu Constant |
| 2012 | LREC | Extending the adverbial coverage of a French morphological lexicon. | Elsa Tolone, Stavroula Voyatzi, Claude Martineau, Matthieu Constant |
| 2011 | RANLP | Integration of Data from a Syntactic Lexicon into Generative and Discriminative Probabilistic Parsers. | Anthony Sigogne, Matthieu Constant, ric Laporte |
| 2010 | LREC | Partial Parsing of Spontaneous Spoken French. | Olivier Blanc, Matthieu Constant, Anne Dister, Patrick Watrin |
| 2010 | LREC | Evaluating the Impact of Some Linguistic Information on the Performances of a Similarity-based and Translation-oriented Word-Sense Disambiguation Method. | Myriam Rakho, Matthieu Constant |
| 2006 | ACL | Outilex, a Linguistic Platform for Text Processing. | Olivier Blanc, Matthieu Constant |
| 2002 | LREC | Methods for Constructing Lexicon-Grammar Resources: The Example of Measure Expressions. | Matthieu Constant |