Publications

Publications

My papers can also be accessed on HAL.

Conferences & Workshops

2017
  • Efficient Discontinuous Phrase-Structure Parsing via the Generalized Maximum Spanning Arborescence [pdf soon]
    • Caio Corro, Joseph Le Roux, Mathieu Lacroix, to appear in EMNLP 2017
  • Transforming Dependency Structures to LTAG Derivation Trees [pdf soon]
    • Caio Corro, Joseph Le Roux, to appear in TAG+13
2016
  • Dependency Parsing with Bounded Block Degree and Well-nestedness via Lagrangian Relaxation and Branch-and-Bound [pdf]
    • Caio Corro, Joseph Le Roux, Mathieu Lacroix, Antoine Rozenknop, Roberto Wolfler Calvo, ACL 2016
  • Deep Lexical Segmentation and Syntactic Parsing in the Easy-First Dependency Framework [pdf]
    • Matthieu Constant, Joseph Le Roux, Nadi Tomeh, NAACL 2016 (short)
2015
  • Dependency Representations for Lexical Segmentation [pdf]
    • Matthieu Constant and Joseph Le Roux, SPMRL 2015
  • Foreebank: Syntactic Analysis of Customer Support Forums [pdf]
    • Rasoul Kaljahi, Jennifer Foster, Johann Roturier, Corentin Ribeyre, Teresa Lynn and Joseph Le Roux, EMNLP 2015
2014
  • Syntactic Parsing and Compound Recognition via Dual Decomposition: Application to French [pdf]
    • Joseph Le Roux, Antoine Rozenknop and Matthieu Constant, COLING 2014
2013
  • LIPN-CORE: Semantic Text Similarity using n-grams, WordNet, Syntactic Analysis, ESA and Information Retrieval based Features [pdf]
    • Davide Buscaldi, Joseph Le Roux, Jorge Garcia-Flores and Adrian Popescu, Second Joint Conference on Lexical and Computational Semantics 2013
  • Combining PCFG-LA Models with Dual Decomposition: A Case Study with Function Labels and Binarization [pdf]
    • Joseph Le Roux, Antoine Rozenknop and Jennifer Foster, Empirical Methods in NLP 2013
2012
  • Semi-supervised Dependency Parsing using Lexical Affinities [pdf]
    • Seyed Abolghasem Mirroshandel, Alexis Nasr and Joseph Le Roux, ACL 2012
  • Towards Using Data Driven Lemmatization for Statistical Constituent Parsing of Italian [pdf]
    • Djamé Seddah, Joseph Le Roux and Benoit Sagot, EVALITA 2012
  • Statistical Parsing of Spanish and Data Driven Lemmatization [pdf]
    • Joseph Le Roux, Benoit Sagot and Djamé Seddah, SP-SEM-MRL 2012
  • Generative Constituent Parsing and Discriminative Dependency Reranking: Experiments on English and French [pdf]
    • Joseph Le Roux, Benoit Favre, Alexis Nasr and Seyed Abolghasem Mirroshandel, SP-SEM-MRL 2012
  • DCU-Paris13 Systems for the SANCL 2012 Shared Task [pdf]
    • Joseph Le Roux, Jennifer Foster, Joachim Wagner, Rasul Samad Zadeh Kaljahi, Anton Bryl, SANCL Shared Task 2012
2011
  • Modèles génératif et discriminant en analyse syntaxique : expériences sur le corpus arboré de Paris 7 [pdf]
    • Joseph Le Roux, Benoit Favre, Seyed Abolghasem Mirroshandel et Alexis Nasr, TALN 2011
  • MACAON An NLP Tool Suite for Processing Word Lattices [pdf]
    • Alexis Nasr, Frédéric Béchet Jean Francois Rey, Benoit Favre and Joseph Le Roux, ACL 2011 (DEMO)
  • #hardtoparse: POS Tagging and Parsing the Twitterverse [pdf]
    • Jennifer Foster , Ozlem Cetinoglu , Joachim Wagner, Joseph Le Roux, Stephen Hogan, Joakim Nivre, Deirdre Hogan and Josef van Genabith, AAAI 2011 Workshop On Analyzing Microtext
  • From News to Comment: Resources and Benchmarks for Parsing the Language of Web 2.0 [pdf]
    • Jennifer Foster , Ozlem Cetinoglu , Joachim Wagner, Joseph Le Roux, Joakim Nivre, Deirdre Hogan and Josef van Genabith, IJCNLP 2011
2010
  • Handling Unknown Words in Statistical Latent-Variable Parsing Models for Arabic, English and French [pdf]
    • Mohammed Attia, Jennifer Foster, Deirdre Hogan, Joseph Le Roux, Lamia Tounsi and Josef van Genabith, SPMRL 2010
2009
  • Analyse déductive pour les grammaires d'interaction [pdf]
    • Joseph Le Roux, TALN 2009
  • Deductive Parsing in Interaction Grammars [pdf]
    • Joseph Le Roux, IWPT 2009
2008
  • Calculs d'unification sur les arbres de dérivation TAG [pdf]
    • Sylvain Schmitz and Joseph Le Roux, TALN 2008
  • Feature Unification in TAG Derivation Trees [pdf]
    • Sylvain Schmitz and Joseph Le Roux, TAG+9 2008
  • A Toolchain for Grammarians [pdf]
    • Bruno Guillaume, Joseph Le Roux, Jonathan Marchand, Guy Perrier, Karen Fort and Jennifer Plannul, demo session COLING 2008
2007
  • Intersection Optimization is NP-Complete [pdf]
    • Guillaume Bonfante and Joseph Le Roux, FSMNLP 2007
2006
  • A constraint driven metagrammar [pdf]
    • Joseph Le Roux, Benoit Crabbé and Yannick Parmentier, TAG+8 2006
  • Lexical disambiguation with polarities and automata [pdf]
    • Guillaume Bonfante, Joseph Le Roux and Guy Perrier, CIAA 2006
2005
  • XMG: un compilateur de méta-grammaires extensible [pdf]
    • Denys Duchier, Joseph Le Roux and Yannick Parmentier, TALN05
  • XMG: a Multi-formalism Metagrammatical Framework [pdf]
    • Yannick Parmentier and Joseph Le Roux, ESSLLI 2005
2004
  • The Metagrammar Compiler: An NLP Application with a Multi-paradigm Architecture [pdf]
    • Denys Duchier, Joseph Le Roux and Yannick Parmentier, MOZ04

Journals

  • Modélisation de la coordination dans les grammaires d'interaction [pdf]
    • Joseph Le Roux and Guy Perrier, TAL 47-3 2007
  • XMG : eXtensible MetaGrammar [pdf]
    • Benoit CrabbĂ©, Denys Duchier, Claire Gardent, Joseph Le Roux and Yannick Parmentier, Computational Linguistics 39, 3 (2013)
  • Combining Compound Recognition and PCFG-LA Parsing with Word Lattices and Conditional Random Fields [pdf]
    • Matthieu Constant, Joseph Le Roux and Anthony Sigogne, ACM Transactions on Speech and Language Processing. Special Issue on Multiword Expressions. Vol. 10(3). 2013

Ph.D. Thesis (in French)

La coordination dans les grammaires d'interaction [pdf]