Joseph Le Roux

57 papers A* 4A 1B 4C 1Journal 15Unranked 31

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Voronoi Cell Formulation for Principled Token Pruning in Late-Interaction Retrieval Models. CoRR Yash Kankanampati, Yuxuan Zong, Nadi Tomeh, Benjamin Piwowarski, Joseph Le Roux
2025	—	`conf`	Bregman Conditional Random Fields: Sequence Labeling with Parallelizable Inference Algorithms. ACL (1) Caio Corro, Mathieu Lacroix, Joseph Le Roux
2025	J	`jnl`	Bregman Conditional Random Fields: Sequence Labeling with Parallelizable Inference Algorithms. CoRR Caio Corro, Mathieu Lacroix, Joseph Le Roux
2025	J	`jnl`	Bundle Network: a Machine Learning-Based Bundle Method. CoRR Francesca Demelas, Joseph Le Roux, Antonio Frangioni, Mathieu Lacroix, Emiliano Traversi, Roberto Wolfler Calvo
2025	—	`conf`	Scaling Graph-Based Dependency Parsing with Arc Vectorization and Attention-Based Refinement. NAACL (Short Papers) Nicolas Floquet, Joseph Le Roux, Nadi Tomeh, Thierry Charnois
2025	J	`jnl`	Scaling Graph-Based Dependency Parsing with Arc Vectorization and Attention-Based Refinement. CoRR Nicolas Floquet, Joseph Le Roux, Nadi Tomeh, Thierry Charnois
2024	A*	`conf`	Predicting Lagrangian Multipliers for Mixed Integer Linear Programs. ICML Francesco Demelas, Joseph Le Roux, Mathieu Lacroix, Axel Parmentier
2023	—	`conf`	Attention sur les spans pour l'analyse syntaxique en constituants. CORIA-TALN (2) Nicolas Floquet, Nadi Tomeh, Joseph Le Roux, Thierry Charnois
2023	J	`jnl`	Predicting Accurate Lagrangian Multipliers for Mixed Integer Linear Programs. CoRR Francesco Demelas, Joseph Le Roux, Mathieu Lacroix, Axel Parmentier
2022	—	`conf`	AraBART: a Pretrained Arabic Sequence-to-Sequence Model for Abstractive Summarization. WANLP@EMNLP Moussa Kamal Eddine, Nadi Tomeh, Nizar Habash, Joseph Le Roux, Michalis Vazirgiannis
2022	J	`jnl`	AraBART: a Pretrained Arabic Sequence-to-Sequence Model for Abstractive Summarization. CoRR Moussa Kamal Eddine, Nadi Tomeh, Nizar Habash, Joseph Le Roux, Michalis Vazirgiannis
2022	—	`conf`	Exploiting Inductive Bias in Transformers for Unsupervised Disentanglement of Syntax and Semantics with VAEs. NAACL-HLT Ghazi Felhi, Joseph Le Roux, Djamé Seddah
2022	J	`jnl`	Exploiting Inductive Bias in Transformers for Unsupervised Disentanglement of Syntax and Semantics with VAEs. CoRR Ghazi Felhi, Joseph Le Roux, Djamé Seddah
2022	—	`conf`	Higher-Order Dependency Parsing for Arc-Polynomial Score Functions via Gradient-Based Methods and Genetic Algorithm. AACL/IJCNLP (1) Xudong Zhang, Joseph Le Roux, Thierry Charnois
2022	J	`jnl`	Towards Unsupervised Content Disentanglement in Sentence Representations via Syntactic Roles. CoRR Ghazi Felhi, Joseph Le Roux, Djamé Seddah
2021	J	`jnl`	Challenging the Semi-Supervised VAE Framework for Text Classification. CoRR Ghazi Felhi, Joseph Le Roux, Djamé Seddah
2020	—	`conf`	Calcul de similarité entre phrases : quelles mesures et quels descripteurs ? (Sentence Similarity : a study on similarity metrics with words and character strings ). JEP-TALN-RECITAL (DEFT) Davide Buscaldi, Ghazi Felhi, Dhaou Ghoul, Joseph Le Roux, Gaël Lejeune, Xudong Zhang
2020	J	`jnl`	Controlling the Interaction Between Generation and Inference in Semi-Supervised Variational Autoencoders Using Importance Weighting. CoRR Ghazi Felhi, Joseph Le Roux, Djamé Seddah
2020	J	`jnl`	Disentangling semantics in language through VAEs and a certain architectural choice. CoRR Ghazi Felhi, Joseph Le Roux, Djamé Seddah
2020	B	`conf`	Multitask Easy-First Dependency Parsing: Exploiting Complementarities of Different Dependency Representations. COLING Yash Kankanampati, Joseph Le Roux, Nadi Tomeh, Dima Taji, Nizar Habash
2019	—	`conf`	Indexation et appariements de documents cliniques pour le Deft 2019 (Indexing and pairing texts of the medical domain ). PFIA (Défi Fouille de Textes) Davide Buscaldi, Dhaou Ghoul, Joseph Le Roux, Gaël Lejeune
2019	B	`conf`	Representation Learning and Dynamic Programming for Arc-Hybrid Parsing. CoNLL Joseph Le Roux, Antoine Rozenknop, Mathieu Lacroix
2018	—	`conf`	Modèles en Caractères pour la Détection de Polarité dans les Tweets (Character-level Models for Polarity Detection in Tweets ). CORIA-TALN-RJC (DeFT) Davide Buscaldi, Joseph Le Roux, Gaël Lejeune
2017	A*	`conf`	Efficient Discontinuous Phrase-Structure Parsing via the Generalized Maximum Spanning Arborescence. EMNLP Caio Corro, Joseph Le Roux, Mathieu Lacroix
2017	—	`conf`	Transforming Dependency Structures to LTAG Derivation Trees. TAG Caio Corro, Joseph Le Roux
2016	—	`conf`	Deep Lexical Segmentation and Syntactic Parsing in the Easy-First Dependency Framework. HLT-NAACL Matthieu Constant, Joseph Le Roux, Nadi Tomeh
2016	—	`conf`	Dependency Parsing with Bounded Block Degree and Well-nestedness via Lagrangian Relaxation and Branch-and-Bound. ACL (1) Caio Corro, Joseph Le Roux, Mathieu Lacroix, Antoine Rozenknop, Roberto Wolfler Calvo
2015	A*	`conf`	Foreebank: Syntactic Analysis of Customer Support Forums. EMNLP Rasoul Kaljahi, Jennifer Foster, Johann Roturier, Corentin Ribeyre, Teresa Lynn, Joseph Le Roux
2014	—	`conf`	A Pipeline Approach to Supervised Error Correction for the QALB-2014 Shared Task. ANLP@EMNLP Nadi Tomeh, Nizar Habash, Ramy Eskander, Joseph Le Roux
2014	—	`conf`	LIPN: Introducing a new Geographical Context Similarity Measure and a Statistical Similarity Measure based on the Bhattacharyya coefficient. SemEval@COLING Davide Buscaldi, Jorge García Flores, Joseph Le Roux, Nadi Tomeh, Belém Priego Sánchez
2014	B	`conf`	Syntactic Parsing and Compound Recognition via Dual Decomposition: Application to French. COLING Joseph Le Roux, Antoine Rozenknop, Matthieu Constant
2013	A*	`conf`	Combining PCFG-LA Models with Dual Decomposition: A Case Study with Function Labels and Binarization. EMNLP Joseph Le Roux, Antoine Rozenknop, Jennifer Foster
2013	J	`jnl`	Combining compound recognition and PCFG-LA parsing with word lattices and conditional random fields. ACM Trans. Speech Lang. Process. Matthieu Constant, Joseph Le Roux, Anthony Sigogne
2013	—	`conf`	LIPN-CORE: Semantic Text Similarity using n-grams, WordNet, Syntactic Analysis, ESA and Information Retrieval based Features. *SEM@NAACL-HLT Davide Buscaldi, Joseph Le Roux, Jorge J. García Flores, Adrian Popescu
2013	J	`jnl`	XMG: eXtensible MetaGrammar. Comput. Linguistics Benoît Crabbé, Denys Duchier, Claire Gardent, Joseph Le Roux, Yannick Parmentier
2012	—	`conf`	Generative Constituent Parsing and Discriminative Dependency Reranking: Experiments on English and French. SPMRL@ACL 2012 Joseph Le Roux, Benoît Favre, Alexis Nasr, Seyed Abolghasem Mirroshandel
2012	—	`conf`	Semi-supervised Dependency Parsing using Lexical Affinities. ACL (1) Seyed Abolghasem Mirroshandel, Alexis Nasr, Joseph Le Roux
2012	—	`conf`	Statistical Parsing of Spanish and Data Driven Lemmatization. SPMRL@ACL 2012 Joseph Le Roux, Benoît Sagot, Djamé Seddah
2011	—	`conf`	#hardtoparse: POS Tagging and Parsing the Twitterverse. Analyzing Microtext Jennifer Foster, Özlem Çetinoglu, Joachim Wagner, Joseph Le Roux, Stephen Hogan, Joakim Nivre, Deirdre Hogan, Josef van Genabith
2011	—	`conf`	Data Driven Lemmatization and Parsing of Italian. EVALITA Djamé Seddah, Joseph Le Roux, Benoît Sagot
2011	B	`conf`	From News to Comment: Resources and Benchmarks for Parsing the Language of Web 2.0. IJCNLP Jennifer Foster, Özlem Çetinoglu, Joachim Wagner, Joseph Le Roux, Joakim Nivre, Deirdre Hogan, Josef van Genabith
2011	—	`conf`	MACAON An NLP Tool Suite for Processing Word Lattices. ACL (System Demonstrations) Alexis Nasr, Frédéric Béchet, Jean-François Rey, Benoît Favre, Joseph Le Roux
2011	—	`conf`	Modèles génératif et discriminant en analyse syntaxique : expériences sur le corpus arboré de Paris 7 (Generative and discriminative models in parsing: experiments on the Paris 7 Treebank). TALN (Articles longs) Joseph Le Roux, Benoît Favre, Seyed Abolghasem Mirroshandel, Alexis Nasr
2010	—	`conf`	Handling Unknown Words in Statistical Latent-Variable Parsing Models for Arabic, English and French. SPMRL@NAACL-HLT Mohammed Attia, Jennifer Foster, Deirdre Hogan, Joseph Le Roux, Lamia Tounsi, Josef van Genabith
2009	—	`conf`	Analyse déductive pour les grammaires d'interaction. TALN (Articles longs) Joseph Le Roux
2009	—	`conf`	Deductive Parsing in Interaction Grammars. IWPT Joseph Le Roux
2008	—	`conf`	A Toolchain for Grammarians. COLING (Demos) Bruno Guillaume, Joseph Le Roux, Jonathan Marchand, Guy Perrier, Karën Fort, Jennifer Planul
2008	—	`conf`	Calculs d'unification sur les arbres de dérivation TAG. TALN (Articles courts) Sylvain Schmitz, Joseph Le Roux
2008	J	`jnl`	Feature Unification in TAG Derivation Trees CoRR Sylvain Schmitz, Joseph Le Roux
2008	—	`conf`	Feature Unification in TAG Derivation Trees. TAG Sylvain Schmitz, Joseph Le Roux
2007	—	`—`	La coordination dans les grammaires d'interaction. (Coordination in Interaction Grammars). Joseph Le Roux
2006	—	`conf`	A Constraint Driven Metagrammar. TAG Joseph Le Roux, Benoît Crabbé, Yannick Parmentier
2006	C	`conf`	Lexical Disambiguation with Polarities and Automata. CIAA Guillaume Bonfante, Joseph Le Roux, Guy Perrier
2006	J	`jnl`	Modélisation de la coordination dans les grammaires d'interaction. Trait. Autom. des Langues Joseph Le Roux, Guy Perrier
2006	A	`conf`	XMG - An Expressive Formalism for Describing Tree-Based Grammars. EACL Yannick Parmentier, Joseph Le Roux, Benoît Crabbé
2005	—	`conf`	XMG : un Compilateur de Méta-Grammaires Extensible. TALN (Articles longs) Denys Duchier, Joseph Le Roux, Yannick Parmentier
2004	—	`conf`	The Metagrammar Compiler: An NLP Application with a Multi-paradigm Architecture. MOZ Denys Duchier, Joseph Le Roux, Yannick Parmentier