Joseph Le Roux
According to our database1,
Joseph Le Roux
authored at least 48 papers
between 2004 and 2024.
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Bibliography
2024
Proceedings of the Forty-first International Conference on Machine Learning, 2024
2023
CoRR, 2023
Proceedings of the Actes de CORIA-TALN 2023. Actes de la 30e Conférence sur le Traitement Automatique des Langues Naturelles, TALN 2023 - Volume 2 : travaux de recherche originaux, 2023
2022
Towards Unsupervised Content Disentanglement in Sentence Representations via Syntactic Roles.
CoRR, 2022
AraBART: a Pretrained Arabic Sequence-to-Sequence Model for Abstractive Summarization.
Proceedings of the The Seventh Arabic Natural Language Processing Workshop, 2022
Exploiting Inductive Bias in Transformers for Unsupervised Disentanglement of Syntax and Semantics with VAEs.
Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022
Higher-Order Dependency Parsing for Arc-Polynomial Score Functions via Gradient-Based Methods and Genetic Algorithm.
Proceedings of the 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing, 2022
2021
2020
CoRR, 2020
Controlling the Interaction Between Generation and Inference in Semi-Supervised Variational Autoencoders Using Importance Weighting.
CoRR, 2020
Calcul de similarité entre phrases : quelles mesures et quels descripteurs ? (Sentence Similarity : a study on similarity metrics with words and character strings ).
Proceedings of the Actes de la 6e conférence conjointe Journées d'Études sur la Parole (JEP, 2020
Multitask Easy-First Dependency Parsing: Exploiting Complementarities of Different Dependency Representations.
Proceedings of the 28th International Conference on Computational Linguistics, 2020
2019
Indexation et appariements de documents cliniques pour le Deft 2019 (Indexing and pairing texts of the medical domain ).
Proceedings of the Actes de la Conférence sur le Traitement Automatique des Langues Naturelles (TALN) PFIA 2019. Défi Fouille de Textes (atelier TALN-RECITAL), 2019
Proceedings of the 23rd Conference on Computational Natural Language Learning, 2019
2018
Modèles en Caractères pour la Détection de Polarité dans les Tweets (Character-level Models for Polarity Detection in Tweets ).
Proceedings of the Actes de la Conférence CORIA-TALN-RJC - Volume 2, 2018
2017
Proceedings of the 13th International Workshop on Tree Adjoining Grammars and Related Formalisms, 2017
Efficient Discontinuous Phrase-Structure Parsing via the Generalized Maximum Spanning Arborescence.
Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017
2016
Deep Lexical Segmentation and Syntactic Parsing in the Easy-First Dependency Framework.
Proceedings of the NAACL HLT 2016, 2016
Dependency Parsing with Bounded Block Degree and Well-nestedness via Lagrangian Relaxation and Branch-and-Bound.
Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016
2015
Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015
2014
Proceedings of the EMNLP 2014 Workshop on Arabic Natural Language Processing, 2014
LIPN: Introducing a new Geographical Context Similarity Measure and a Statistical Similarity Measure based on the Bhattacharyya coefficient.
Proceedings of the 8th International Workshop on Semantic Evaluation, 2014
Syntactic Parsing and Compound Recognition via Dual Decomposition: Application to French.
Proceedings of the COLING 2014, 2014
2013
Combining compound recognition and PCFG-LA parsing with word lattices and conditional random fields.
ACM Trans. Speech Lang. Process., 2013
LIPN-CORE: Semantic Text Similarity using n-grams, WordNet, Syntactic Analysis, ESA and Information Retrieval based Features.
Proceedings of the Second Joint Conference on Lexical and Computational Semantics, 2013
Combining PCFG-LA Models with Dual Decomposition: A Case Study with Function Labels and Binarization.
Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing, 2013
2012
Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference, July 8-14, 2012, Jeju Island, Korea, 2012
Proceedings of the Joint Workshop on Statistical Parsing and Semantic Processing of Morphologically Rich Languages, 2012
Generative Constituent Parsing and Discriminative Dependency Reranking: Experiments on English and French.
Proceedings of the Joint Workshop on Statistical Parsing and Semantic Processing of Morphologically Rich Languages, 2012
2011
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).
Proceedings of the Actes de la 18e conférence sur le Traitement Automatique des Langues Naturelles. Articles longs, 2011
Proceedings of the Fifth International Joint Conference on Natural Language Processing, 2011
Proceedings of the Evaluation of Natural Language and Speech Tools for Italian, 2011
Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference, 19-24 June, 2011, Portland, Oregon, USA, 2011
Proceedings of the Analyzing Microtext, 2011
2010
Handling Unknown Words in Statistical Latent-Variable Parsing Models for Arabic, English and French.
Proceedings of the First Workshop on Statistical Parsing of Morphologically-Rich Languages, 2010
2009
Proceedings of the Actes de la 16ème conférence sur le Traitement Automatique des Langues Naturelles. Articles longs, 2009
Proceedings of the 11th International Workshop on Parsing Technologies (IWPT-2009), 2009
2008
Proceedings of the Actes de la 15ème conférence sur le Traitement Automatique des Langues Naturelles. Articles courts, 2008
Proceedings of the Ninth International Workshop on Tree Adjoining Grammar and Related Frameworks, 2008
2007
La coordination dans les grammaires d'interaction. (Coordination in Interaction Grammars).
PhD thesis, 2007
2006
Trait. Autom. des Langues, 2006
Proceedings of the Implementation and Application of Automata, 2006
Proceedings of the Eighth International Workshop on Tree Adjoining Grammar and Related Formalisms, 2006
Proceedings of the EACL 2006, 2006
2005
Proceedings of the Actes de la 12ème conférence sur le Traitement Automatique des Langues Naturelles. Articles longs, 2005
2004
Proceedings of the Multiparadigm Programming in Mozart/Oz, Second International Conference, 2004