| 2026 | SIGIR | A Voronoi Cell Formulation for Principled Token Pruning in Late-Interaction Retrieval Models. | Yash Kankanampati, Yuxuan Zong, Nadi Tomeh, Benjamin Piwowarski, Joseph Le Roux |
| 2025 | ACL | Bregman Conditional Random Fields: Sequence Labeling with Parallelizable Inference Algorithms. | Caio Corro, Mathieu Lacroix, Joseph Le Roux |
| 2025 | NAACL | Scaling Graph-Based Dependency Parsing with Arc Vectorization and Attention-Based Refinement. | Nicolas Floquet, Joseph Le Roux, Nadi Tomeh, Thierry Charnois |
| 2024 | ICML | Predicting Lagrangian Multipliers for Mixed Integer Linear Programs. | Francesco Demelas, Joseph Le Roux, Mathieu Lacroix, Axel Parmentier |
| 2022 | IJCNLP | Higher-Order Dependency Parsing for Arc-Polynomial Score Functions via Gradient-Based Methods and Genetic Algorithm. | Xudong Zhang, Joseph Le Roux, Thierry Charnois |
| 2022 | NAACL | Exploiting Inductive Bias in Transformers for Unsupervised Disentanglement of Syntax and Semantics with VAEs. | Ghazi Felhi, Joseph Le Roux, Djam Seddah |
| 2020 | COLING | Multitask Easy-First Dependency Parsing: Exploiting Complementarities of Different Dependency Representations. | Yash Kankanampati, Joseph Le Roux, Nadi Tomeh, Dima Taji, Nizar Habash |
| 2019 | CoNLL | Representation Learning and Dynamic Programming for Arc-Hybrid Parsing. | Joseph Le Roux, Antoine Rozenknop, Mathieu Lacroix |
| 2017 | EMNLP | Efficient Discontinuous Phrase-Structure Parsing via the Generalized Maximum Spanning Arborescence. | Caio Corro, Joseph Le Roux, Mathieu Lacroix |
| 2016 | ACL | Dependency Parsing with Bounded Block Degree and Well-nestedness via Lagrangian Relaxation and Branch-and-Bound. | Caio Corro, Joseph Le Roux, Mathieu Lacroix, Antoine Rozenknop, Roberto Wolfler Calvo |
| 2016 | NAACL | Deep Lexical Segmentation and Syntactic Parsing in the Easy-First Dependency Framework. | Matthieu Constant, Joseph Le Roux, Nadi Tomeh |
| 2015 | EMNLP | Foreebank: Syntactic Analysis of Customer Support Forums. | Rasoul Kaljahi, Jennifer Foster, Johann Roturier, Corentin Ribeyre, Teresa Lynn, Joseph Le Roux |
| 2014 | COLING | Syntactic Parsing and Compound Recognition via Dual Decomposition: Application to French. | Joseph Le Roux, Antoine Rozenknop, Matthieu Constant |
| 2013 | EMNLP | Combining PCFG-LA Models with Dual Decomposition: A Case Study with Function Labels and Binarization. | Joseph Le Roux, Antoine Rozenknop, Jennifer Foster |
| 2012 | ACL | Semi-supervised Dependency Parsing using Lexical Affinities. | Seyed Abolghasem Mirroshandel, Alexis Nasr, Joseph Le Roux |
| 2011 | AAAI | #hardtoparse: POS Tagging and Parsing the Twitterverse. | Jennifer Foster, zlem etinoglu, Joachim Wagner, Joseph Le Roux, Stephen Hogan, Joakim Nivre, Deirdre Hogan, Josef van Genabith |
| 2011 | ACL | MACAON An NLP Tool Suite for Processing Word Lattices. | Alexis Nasr, Frdric Bchet, Jean-Franois Rey, Benot Favre, Joseph Le Roux |
| 2011 | IJCNLP | From News to Comment: Resources and Benchmarks for Parsing the Language of Web 2.0. | Jennifer Foster, zlem etinoglu, Joachim Wagner, Joseph Le Roux, Joakim Nivre, Deirdre Hogan, Josef van Genabith |
| 2008 | COLING | A Toolchain for Grammarians. | Bruno Guillaume, Joseph Le Roux, Jonathan Marchand, Guy Perrier, Karn Fort, Jennifer Planul |
| 2006 | EACL | XMG - An Expressive Formalism for Describing Tree-Based Grammars. | Yannick Parmentier, Joseph Le Roux, Benot Crabb |