Joseph Le Roux

Publication Activity (10 Years)

Years Active: 2004-2023
Publications (10 Years): 20

Top Venues

CoRR

EMNLP

COLING

*SEM@NAACL-HLT

National Polytechnic Institute of Lorraine, Nancy, France (PHD)

Education History

National Polytechnic Institute of Lorraine, Nancy, France

PHD

Publications

Francesco Demelas, Joseph Le Roux, Mathieu Lacroix, Axel Parmentier
Predicting Accurate Lagrangian Multipliers for Mixed Integer Linear Programs. CoRR (2023)
Ghazi Felhi, Joseph Le Roux, Djamé Seddah
Towards Unsupervised Content Disentanglement in Sentence Representations via Syntactic Roles. CoRR (2022)
Ghazi Felhi, Joseph Le Roux, Djamé Seddah
Exploiting Inductive Bias in Transformers for Unsupervised Disentanglement of Syntax and Semantics with VAEs. CoRR (2022)
Ghazi Felhi, Joseph Le Roux, Djamé Seddah
Exploiting Inductive Bias in Transformers for Unsupervised Disentanglement of Syntax and Semantics with VAEs. NAACL-HLT (2022)
Moussa Kamal Eddine, Nadi Tomeh, Nizar Habash, Joseph Le Roux, Michalis Vazirgiannis
AraBART: a Pretrained Arabic Sequence-to-Sequence Model for Abstractive Summarization. CoRR (2022)
Moussa Kamal Eddine, Nadi Tomeh, Nizar Habash, Joseph Le Roux, Michalis Vazirgiannis
AraBART: a Pretrained Arabic Sequence-to-Sequence Model for Abstractive Summarization. WANLP@EMNLP (2022)
Xudong Zhang, Joseph Le Roux, Thierry Charnois
Higher-Order Dependency Parsing for Arc-Polynomial Score Functions via Gradient-Based Methods and Genetic Algorithm. AACL/IJCNLP (1) (2022)
Ghazi Felhi, Joseph Le Roux, Djamé Seddah
Challenging the Semi-Supervised VAE Framework for Text Classification. CoRR (2021)
Ghazi Felhi, Joseph Le Roux, Djamé Seddah
Controlling the Interaction Between Generation and Inference in Semi-Supervised Variational Autoencoders Using Importance Weighting. CoRR (2020)
Davide Buscaldi, Ghazi Felhi, Dhaou Ghoul, Joseph Le Roux, Gaël Lejeune, Xudong Zhang
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) (2020)
Yash Kankanampati, Joseph Le Roux, Nadi Tomeh, Dima Taji, Nizar Habash
Multitask Easy-First Dependency Parsing: Exploiting Complementarities of Different Dependency Representations. COLING (2020)
Ghazi Felhi, Joseph Le Roux, Djamé Seddah
Disentangling semantics in language through VAEs and a certain architectural choice. CoRR (2020)
Davide Buscaldi, Dhaou Ghoul, Joseph Le Roux, Gaël Lejeune
Indexation et appariements de documents cliniques pour le Deft 2019 (Indexing and pairing texts of the medical domain ). PFIA (Défi Fouille de Textes) (2019)
Joseph Le Roux, Antoine Rozenknop, Mathieu Lacroix
Representation Learning and Dynamic Programming for Arc-Hybrid Parsing. CoNLL (2019)
Davide Buscaldi, Joseph Le Roux, Gaël Lejeune
Modèles en Caractères pour la Détection de Polarité dans les Tweets (Character-level Models for Polarity Detection in Tweets ). CORIA-TALN-RJC (DeFT) (2018)
Caio Corro, Joseph Le Roux
Transforming Dependency Structures to LTAG Derivation Trees. TAG (2017)
Caio Corro, Joseph Le Roux, Mathieu Lacroix
Efficient Discontinuous Phrase-Structure Parsing via the Generalized Maximum Spanning Arborescence. EMNLP (2017)
Matthieu Constant, Joseph Le Roux, Nadi Tomeh
Deep Lexical Segmentation and Syntactic Parsing in the Easy-First Dependency Framework. HLT-NAACL (2016)
Caio Corro, Joseph Le Roux, Mathieu Lacroix, Antoine Rozenknop, Roberto Wolfler Calvo
Dependency Parsing with Bounded Block Degree and Well-nestedness via Lagrangian Relaxation and Branch-and-Bound. ACL (1) (2016)
Rasoul Kaljahi, Jennifer Foster, Johann Roturier, Corentin Ribeyre, Teresa Lynn, Joseph Le Roux
Foreebank: Syntactic Analysis of Customer Support Forums. EMNLP (2015)
Davide Buscaldi, Jorge García Flores, Joseph Le Roux, Nadi Tomeh, Belém Priego Sánchez
LIPN: Introducing a new Geographical Context Similarity Measure and a Statistical Similarity Measure based on the Bhattacharyya coefficient. SemEval@COLING (2014)
Nadi Tomeh, Nizar Habash, Ramy Eskander, Joseph Le Roux
A Pipeline Approach to Supervised Error Correction for the QALB-2014 Shared Task. ANLP@EMNLP (2014)
Joseph Le Roux, Antoine Rozenknop, Matthieu Constant
Syntactic Parsing and Compound Recognition via Dual Decomposition: Application to French. COLING (2014)
Joseph Le Roux, Antoine Rozenknop, Jennifer Foster
Combining PCFG-LA Models with Dual Decomposition: A Case Study with Function Labels and Binarization. EMNLP (2013)
Matthieu Constant, Joseph Le Roux, Anthony Sigogne
Combining compound recognition and PCFG-LA parsing with word lattices and conditional random fields. ACM Trans. Speech Lang. Process. 10 (3) (2013)
Benoît Crabbé, Denys Duchier, Claire Gardent, Joseph Le Roux, Yannick Parmentier
XMG: eXtensible MetaGrammar. Comput. Linguistics 39 (3) (2013)
Davide Buscaldi, Joseph Le Roux, Jorge J. García Flores, Adrian Popescu
LIPN-CORE: Semantic Text Similarity using n-grams, WordNet, Syntactic Analysis, ESA and Information Retrieval based Features. *SEM@NAACL-HLT (2013)
Joseph Le Roux, Benoît Favre, Alexis Nasr, Seyed Abolghasem Mirroshandel
Generative Constituent Parsing and Discriminative Dependency Reranking: Experiments on English and French. SPMRL@ACL 2012 (2012)
Seyed Abolghasem Mirroshandel, Alexis Nasr, Joseph Le Roux
Semi-supervised Dependency Parsing using Lexical Affinities. ACL (1) (2012)
Joseph Le Roux, Benoît Sagot, Djamé Seddah
Statistical Parsing of Spanish and Data Driven Lemmatization. SPMRL@ACL 2012 (2012)
Jennifer Foster, Özlem Çetinoglu, Joachim Wagner, Joseph Le Roux, Joakim Nivre, Deirdre Hogan, Josef van Genabith
From News to Comment: Resources and Benchmarks for Parsing the Language of Web 2.0. IJCNLP (2011)
Djamé Seddah, Joseph Le Roux, Benoît Sagot
Data Driven Lemmatization and Parsing of Italian. EVALITA (2011)
Alexis Nasr, Frédéric Béchet, Jean-François Rey, Benoît Favre, Joseph Le Roux
MACAON An NLP Tool Suite for Processing Word Lattices. ACL (System Demonstrations) (2011)
Jennifer Foster, Özlem Çetinoglu, Joachim Wagner, Joseph Le Roux, Stephen Hogan, Joakim Nivre, Deirdre Hogan, Josef van Genabith
#hardtoparse: POS Tagging and Parsing the Twitterverse. Analyzing Microtext (2011)
Joseph Le Roux, Benoît Favre, Seyed Abolghasem Mirroshandel, Alexis Nasr
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) (2011)
Mohammed Attia, Jennifer Foster, Deirdre Hogan, Joseph Le Roux, Lamia Tounsi, Josef van Genabith
Handling Unknown Words in Statistical Latent-Variable Parsing Models for Arabic, English and French. SPMRL@NAACL-HLT (2010)
Joseph Le Roux
Analyse déductive pour les grammaires d'interaction. TALN (Articles longs) (2009)
Joseph Le Roux
Deductive Parsing in Interaction Grammars. IWPT (2009)
Bruno Guillaume, Joseph Le Roux, Jonathan Marchand, Guy Perrier, Karën Fort, Jennifer Planul
A Toolchain for Grammarians. COLING (Demos) (2008)
Sylvain Schmitz, Joseph Le Roux
Feature Unification in TAG Derivation Trees. TAG (2008)
Sylvain Schmitz, Joseph Le Roux
Calculs d'unification sur les arbres de dérivation TAG. TALN (Articles courts) (2008)
Sylvain Schmitz, Joseph Le Roux
Feature Unification in TAG Derivation Trees CoRR (2008)
Yannick Parmentier, Joseph Le Roux, Benoît Crabbé
XMG - An Expressive Formalism for Describing Tree-Based Grammars. EACL (2006)
Guillaume Bonfante, Joseph Le Roux, Guy Perrier
Lexical Disambiguation with Polarities and Automata. CIAA (2006)
Joseph Le Roux, Guy Perrier
Modélisation de la coordination dans les grammaires d'interaction. Trait. Autom. des Langues 47 (3) (2006)
Joseph Le Roux, Benoît Crabbé, Yannick Parmentier
A Constraint Driven Metagrammar. TAG (2006)
Denys Duchier, Joseph Le Roux, Yannick Parmentier
XMG : un Compilateur de Méta-Grammaires Extensible. TALN (Articles longs) (2005)
Denys Duchier, Joseph Le Roux, Yannick Parmentier
The Metagrammar Compiler: An NLP Application with a Multi-paradigm Architecture. MOZ (2004)

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Publication Activity (10 Years)

Top Topics

Top Venues

Joseph Le Roux