Bibliothèques d'automates finis et grammaires context-free : de nouveaux traitements informatiques. - Matthieu Constant (RECITAL, 2001)

Methods for Constructing Lexicon-Grammar Resources: The Example of Measure Expressions. - Matthieu Constant (LREC, 2002)

On the Analysis of Locative Phrases with Graphs and Lexicon-Grammar: The Classifier/Proper Noun Pairing. - Matthieu Constant (PorTAL, 2002)

Grammaires locales pour l'analyse automatique de textes : méthodes de construction et outils de gestion. (Local grammars for text parsing: construction methods and management tools). - Matthieu Constant (2003)

Outilex, a Linguistic Platform for Text Processing. - Olivier Blanc; Matthieu Constant (ACL, 2006)

Outilex, plate-forme logicielle de traitement de textes écrits. - Olivier Blanc; Matthieu Constant; Éric Laporte 001 (TALN (Articles longs), 2006)

Compiling Linguistic Constraints into Finite State Automata. - Matthieu Constant; Denis Maurel (CIAA, 2006)

Segmentation en super-chunks. - Olivier Blanc; Matthieu Constant; Patrick Watrin (TALN (Posters), 2007)

A Finite-State Super-Chunker. - Olivier Blanc; Matthieu Constant; Patrick Watrin (CIAA, 2007)

Networking Multiword Units. - Matthieu Constant; Patrick Watrin (GoTAL, 2008)

Real-time unsupervised classification of web documents. - Anthony Sigogne; Matthieu Constant (IMCSIT, 2009)

Partial Parsing of Spontaneous Spoken French. - Olivier Blanc; Matthieu Constant; Anne Dister; Patrick Watrin (LREC, 2010)

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 (LREC, 2010)

A generic tool to generate a lexicon for NLP from Lexicon-Grammar tables - Matthieu Constant; Elsa Tolone (CoRR, 2010)

French parsing enhanced with a word clustering method based on a syntactic lexicon. - Anthony Sigogne; Matthieu Constant; Éric Laporte 001 (SPMRL@IWPT, 2011)

MWU-Aware Part-of-Speech Tagging with a CRF Model and Lexical Resources. - Matthieu Constant; Anthony Sigogne (MWE@ACL, 2011)

Integration of Data from a Syntactic Lexicon into Generative and Discriminative Probabilistic Parsers. - Anthony Sigogne; Matthieu Constant; Éric Laporte 001 (RANLP, 2011)

Intégrer des connaissances linguistiques dans un CRF : application à l'apprentissage d'un segmenteur-étiqueteur du français (Integrating linguistic knowledge in a CRF: application to learning a segmenter-tagger of French). - Matthieu Constant; Isabelle Tellier; Denys Duchier; Yoann Dupont; Anthony Sigogne; Sylvie Billot (TALN (Articles longs), 2011)

Mettre les expressions multi-mots au coeur de l'analyse automatique de textes : sur l'exploitation de ressources symboliques externes. - Matthieu Constant (2012)

Discriminative Strategies to Integrate Multiword Expression Recognition and Parsing. - Matthieu Constant; Anthony Sigogne; Patrick Watrin (ACL (1), 2012)

Using subcategorization frames to improve French probabilistic parsing. - Anthony Sigogne; Matthieu Constant (KONVENS, 2012)

Evaluating the Impact of External Lexical Resources into a CRF-based Multiword Segmenter and Part-of-Speech Tagger. - Matthieu Constant; Isabelle Tellier (LREC, 2012)

A new semantically annotated corpus with syntactic-semantic and cross-lingual senses. - Myriam Rakho; Éric Laporte 001; Matthieu Constant (LREC, 2012)

Extending the adverbial coverage of a French morphological lexicon. - Elsa Tolone; Stavroula Voyatzi; Claude Martineau; Matthieu Constant (LREC, 2012)

La reconnaissance des mots composés à l'épreuve de l'analyse syntaxique et vice-versa : évaluation de deux stratégies discriminantes (Recognition of Compound Words Tested against Parsing and Vice-versa : Evaluation of Two Discriminative Approaches) [in French]. - Matthieu Constant; Anthony Sigogne; Patrick Watrin (JEP-TALN-RECITAL, 2012)

The LIGM-Alpage architecture for the SPMRL 2013 Shared Task: Multiword Expression Analysis and Dependency Parsing. - Matthieu Constant; Marie Candito; Djamé Seddah (SPMRL@EMNLP, 2013)

Accounting for Contiguous Multiword Expressions in Shallow Parsing. - Matthieu Constant; Olivier Blanc; Patrick Watrin (Prague Bull. Math. Linguistics, 2013)

Stratégies discriminantes pour intégrer la reconnaissance des mots composés dans un analyseur syntaxique en constituants. - Matthieu Constant; Anthony Sigogne; Patrick Watrin (Trait. Autom. des Langues, 2013)

Combining compound recognition and PCFG-LA parsing with word lattices and conditional random fields. - Matthieu Constant; Joseph Le Roux; Anthony Sigogne (ACM Trans. Speech Lang. Process., 2013)

Strategies for Contiguous Multiword Expression Analysis and Dependency Parsing. - Marie Candito; Matthieu Constant (ACL (1), 2014)

Syntactic Parsing and Compound Recognition via Dual Decomposition: Application to French. - Joseph Le Roux; Antoine Rozenknop; Matthieu Constant (COLING, 2014)

Intégration des données d'un lexique syntaxique dans un analyseur syntaxique probabiliste. - Anthony Sigogne; Matthieu Constant; Éric Laporte 001 (CoRR, 2014)

Lexical Analysis of Serbian with Conditional Random Fields and Large-Coverage Finite-State Resources. - Matthieu Constant; Cvetana Krstev; Dusko Vitas (LTC, 2015)

Analyse syntaxique de l'ancien français : quelles propriétés de la langue influent le plus sur la qualité de l'apprentissage ? - Gaël Guibon; Isabelle Tellier; Sophie Prévost; Matthieu Constant; Kim Gerdes (TALN (long papers), 2015)

A Transition-Based System for Joint Lexical and Syntactic Analysis. - Matthieu Constant; Joakim Nivre (ACL (1), 2016)

Deep Lexical Segmentation and Syntactic Parsing in the Easy-First Dependency Framework. - Matthieu Constant; Joseph Le Roux; Nadi Tomeh (HLT-NAACL, 2016)

Un Verbenet du français. - Laurence Danlos; Quentin Pradet; Lucie Barque; Takuya Nakamura; Matthieu Constant (Trait. Autom. des Langues, 2016)

Benchmarking Joint Lexical and Syntactic Analysis on Multiword-Rich Data. - Matthieu Constant; Héctor Martínez Alonso (MWE@EACL, 2017)

The ATILF-LLF System for Parseme Shared Task: a Transition-based Verbal Multiword Expression Tagger. - Hazem Al Saied; Matthieu Constant; Marie Candito (MWE@EACL, 2017)

Annotation d'expressions polylexicales verbales en français (Annotation of verbal multiword expressions in French). - Marie Candito; Mathieu Constant; Carlos Ramisch; Agata Savary; Yannick Parmentier 001; Caroline Pasquer; Jean-Yves Antoine (TALN (2), 2017)

Multiword Expression Processing: A Survey. - Matthieu Constant; Gülsen Eryigit; Johanna Monti; Lonneke van der Plas; Carlos Ramisch; Michael Rosner; Amalia Todirascu (Comput. Linguistics, 2017)

"Fingers in the Nose": Evaluating Speakers' Identification of Multi-Word Expressions Using a Slightly Gamified Crowdsourcing Platform. - Karën Fort; Bruno Guillaume; Matthieu Constant; Nicolas Lefebvre; Yann-Alan Pilatte (LAW-MWE-CxG@COLING, 2018)

Neural Lemmatization of Multiword Expressions. - Marine Schmitt; Mathieu Constant (MWE-WN@ACL, 2019)

Comparing linear and neural models for competitive MWE identification. - Hazem Al Saied; Marie Candito; Matthieu Constant (NODALIDA, 2019)

Démonstrateur en-ligne du projet ANR PARSEME-FR sur les expressions polylexicales (On-line demonstrator of the PARSEME-FR project on multiword expressions). - Marine Schmitt; Elise Moreau; Mathieu Constant; Agata Savary (PFIA (Demonstrations), 2019)

Mark my Word: A Sequence-to-Sequence Approach to Definition Modeling. - Timothee Mickus; Denis Paperno; Mathieu Constant (CoRR, 2019)

What do you mean, BERT? Assessing BERT as a Distributional Semantics Model. - Timothee Mickus; Denis Paperno; Mathieu Constant; Kees van Deemter (CoRR, 2019)

Rigor Mortis: Annotating MWEs with a Gamified Platform. - Karën Fort; Bruno Guillaume; Yann-Alan Pilatte; Mathieu Constant; Nicolas Lefebvre (LREC, 2020)

Génération automatique de définitions pour le français (Definition Modeling in French). - Timothee Mickus; Mathieu Constant; Denis Paperno (JEP-TALN-RECITAL (2), 2020)

A French corpus annotated for multiword expressions and named entities. - Marie Candito; Mathieu Constant; Carlos Ramisch; Agata Savary; Bruno Guillaume; Yannick Parmentier 001; Silvio Cordeiro (J. Lang. Model., 2020)

A Game Interface to Study Semantic Grounding in Text-Based Models. - Timothee Mickus; Mathieu Constant; Denis Paperno (CoG, 2021)

Évaluation de méthodes et d'outils pour la lemmatisation automatique du français médiéval (Evaluation of methods and tools for automatic lemmatization in Old French). - Cristina Holgado; Alexei Lavrentiev; Mathieu Constant (TALN (1), 2021)

IAI @ SocialDisNER : Catch me if you can! Capturing complex disease mentions in tweets. - Aman Sinha 002; Cristina García Holgado; Marianne Clausel; Matthieu Constant (SMM4H@COLING, 2022)

CME2 Net: Contextual Medical Event Extraction Network for clinical notes. - Aman Sinha 002; Ayan Vishwakarma; Marianne Clausel; Mathieu Constant (WNLPe-Health@ICON, 2022)

Semeval-2022 Task 1: CODWOE - Comparing Dictionaries and Word Embeddings. - Timothee Mickus; Kees van Deemter; Mathieu Constant; Denis Paperno (SemEval@NAACL, 2022)

How to Dissect a Muppet: The Structure of Transformer Embedding Spaces. - Timothee Mickus; Denis Paperno; Mathieu Constant (Trans. Assoc. Comput. Linguistics, 2022)

Mann" is to "Donna asis to Reine Adapting the Analogy Task for Multilingual and Contextual Embeddings. - Timothee Mickus; Eduardo Calò; Léo Jacqmin; Denis Paperno; Mathieu Constant (*SEM@ACL, 2023)

Des ressources lexicales du français et de leur utilisation en TAL : étude des actes de TALN. - Hee-Soo Choi; Karën Fort; Bruno Guillaume; Mathieu Constant (CORIA-TALN (2), 2023)

What shall we read : the article or the citations? - A case study on scientific language understanding. - Aman Sinha 002; Sam Bigeard; Marianne Clausel; Mathieu Constant (ARTS@CORIA-TALN, 2023)

Modelling Irregularly Sampled Time Series Without Imputation. - Rohit Agarwal; Aman Sinha 002; Dilip K. Prasad; Marianne Clausel; Alexander Horsch; Mathieu Constant; Xavier Coubez (CoRR, 2023)

Domain-specific or Uncertainty-aware models: Does it really make a difference for biomedical text classification? - Aman Sinha 002; Timothee Mickus; Marianne Clausel; Mathieu Constant; Xavier Coubez (BioNLP@ACL, 2024)

Beyond Model Performance: Can Link Prediction Enrich French Lexical Graphs? - Hee-Soo Choi; Priyansh Trivedi; Mathieu Constant; Karën Fort; Bruno Guillaume (LREC/COLING, 2024)

Complex Word Identification: A Comparative Study between ChatGPT and a Dedicated Model for This Task. - Abdelhak Kelious; Mathieu Constant; Christophe Coeur (LREC/COLING, 2024)

Au-delà de la performance des modèles : la prédiction de liens peut-elle enrichir des graphes lexico-sémantiques du français ? - Hee-Soo Choi; Priyansh Trivedi; Mathieu Constant; Karën Fort; Bruno Guillaume (TALN (1), 2024)

Prédiction de la complexité lexicale : Une étude comparative entre ChatGPT et un modèle dédié à cette tâche. - Abdelhak Kelious; Mathieu Constant; Christophe Coeur (TALN (1), 2024)

Retrieve, Generate, Evaluate: A Case Study for Medical Paraphrases Generation with Small Language Models. - Ioana Buhnila; Aman Sinha 002; Mathieu Constant (CoRR, 2024)

ImmunoFOMO: Are Language Models missing what oncologists see? - Aman Sinha 002; Bogdan-Valentin Popescu; Xavier Coubez; Marianne Clausel; Mathieu Constant (CoRR, 2025)