Number of documents

37

Stéphane Huet


Assistant professor (Maitre de conférences) in computer science

Member of LIA

stephane (dot) huet (at) univ-avignon.fr

CERI/LIA - Avignon Université - 339 chemin des Meinajaries, Agroparc BP 91228, 84911 Avignon cedex 9, France

 

Short biography

My main research interests are machine translation, dialogue systems and machine learning for natural language processing.

 

I received the engineer’s degree in computer science from INSA, Rennes, France, in 2004, and the Ph.D. degree in computer science from the Université de Rennes 1, France in 2007. I worked as a postdoctoral researcher at the DIRO, Université de Montréal, Canada between 2008 and 2010.

 

Since 2010, I have been an Associate Professor at the LIA, Avignon Université, France.

 

Between 2013 and 2016, I was in charge of the Master of computer science of Avignon Université (~70 students graduated per year). Since 2016, I have been the head of the computer science department (teaching part) of Avignon Université (~550 enrolled students per year).

 

 

 

 

 

 

 


Laboratoire Informatique d'Avignon   

Journal articles1 document

  • Matthieu Riou, Bassam Jabaian, Stéphane Huet, Fabrice Lefèvre. Reinforcement adaptation of an attention-based neural natural language generator for spoken dialogue systems. Dialogue & Discourse, Bielefeld : Dialogue and Discourse Board of Editors, 2019, 10, pp.1-19. ⟨10.5087/dad.2019.101⟩. ⟨hal-02022678⟩

Conference papers32 documents

  • Matthieu Riou, Bassam Jabaian, Stéphane Huet, Fabrice Lefèvre. Renforcement en-ligne pour l’apprentissage conjoint de l’analyseur sémantique et du gestionnaire de dialogue d’un système d’interaction vocale. Rencontres des Jeunes Chercheurs en Intelligence Artificielle 2019, Jul 2019, Toulouse, France. pp.27-34. ⟨hal-02160317⟩
  • Elvys Linhares Pontes, Stéphane Huet, Juan-Manuel Torres-Moreno. A Multilingual Study of Compressive Cross-Language Text Summarization. 17th Mexican International Conference on Artificial Intelligence (MICAI), 2018, Guadalajara, Mexico. pp.109-118, ⟨10.1007/978-3-030-04497-8_9⟩. ⟨hal-02021602⟩
  • Elvys Linhares Pontes, Juan-Manuel Torres-Moreno, Stéphane Huet, Andréa Linhares. A New Annotated Portuguese/Spanish Corpus for the Multi-Sentence Compression Task. 11th International Conference on Language Resources and Evaluation (LREC), 2018, Miyazaki, Japan. ⟨hal-01722130⟩
  • Elvys Linhares Pontes, Stéphane Huet, Juan-Manuel Torres-Moreno, Andréa Carneiro Linhares. Cross-Language Text Summarization using Sentence and Multi-Sentence Compression. 23rd International Conference on Natural Language & Information Systems (NLDB), 2018, Paris, France. pp.467-479, ⟨10.1007/978-3-319-91947-8_48⟩. ⟨hal-01779465⟩
  • Elvys Linhares Pontes, Stéphane Huet, Andréa Carneiro Linhares, Juan-Manuel Torres-Moreno. Predicting the Semantic Textual Similarity with Siamese CNN and LSTM. Traitement Automatique des Langues Naturelles (TALN), May 2018, Rennes, France. pp.311-319. ⟨hal-01779457⟩
  • Elvys Linhares Pontes, Stéphane Huet, Thiago Gouveia da Silva, Juan-Manuel Torres-Moreno, Andréa Carneiro Linhares. Multi-Sentence Compression with Word Vertex-Labeled Graphs and Integer Linear Programming. NAACL-HLT 12th Workshop on Graph-based Methods for Natural Language Processing (TextGraphs), 2018, New Orleans, LA, United States. ⟨10.18653/v1/W18-1704⟩. ⟨hal-01779470⟩
  • Elvys Linhares Pontes, Carlos-Emiliano González-Gallardo, Juan-Manuel Torres-Moreno, Stéphane Huet. Cross-Lingual Speech-to-Text Summarization. 11th edition of International Conference on Multimedia & Network Information Systems (MISSI), 2018, Wrocław, Poland. pp.385-395, ⟨10.1007/978-3-319-98678-4_39⟩. ⟨hal-02021915⟩
  • Elvys Linhares Pontes, Stéphane Huet, Juan-Manuel Torres-Moreno. Microblog Contextualization: Advantages and Limitations of a Multi-sentence Compression Approach. 9th International Conference of the CLEF Association, 2018, Avignon, France. pp.181-190, ⟨10.1007/978-3-319-98932-7_17⟩. ⟨hal-02021908⟩
  • Matthieu Riou, Bassam Jabaian, Stéphane Huet, Thierry Chaminade, Fabrice Lefèvre. Intégration et évaluation de mécanismes de productions humoristiques dans un agent conversationnel virtuel. Workshop sur les Affects, Compagnons Artificiels et Interactions (WACAI), 2018, île de Porquerolles, France. ⟨hal-02021367⟩
  • Matthieu Riou, Bassam Jabaian, Stéphane Huet, Fabrice Lefèvre. Évaluation de l'adaptation par renforcement d'un générateur en langage naturel neuronal pour le dialogue homme-machine. XXXIIe Journées d’Études sur la Parole (JEP), 2018, Aix-en-Provence, France. pp.347-355, ⟨10.21437/JEP.2018-40⟩. ⟨hal-02021596⟩
  • Matthieu Riou, Stéphane Huet, Bassam Jabaian, Fabrice Lefèvre. Automation and Optimisation of Humor Trait Generation in a Vocal Dialogue System. INLG Workshop on Intelligent Interactive Systems and Language Generation (2IS&NLG), 2018, Tilburg, Netherlands. ⟨hal-02021824⟩
  • Elvys Linhares Pontes, Stéphane Huet, Juan-Manuel Torres-Moreno, Andréa Carneiro Linhares. Microblog Contextualization Using Continuous Space Vectors: Multi-Sentence Compression of Cultural Documents. Working Notes of the CLEF Lab on Microblog Cultural Contextualization, 2017, Dublin, Ireland. ⟨hal-01779486⟩
  • Matthieu Riou, Bassam Jabaian, Stéphane Huet, Thierry Chaminade, Fabrice Lefèvre. Integration and evaluation of social competences such as humor in an artificial interactive agent. the 1st ACM SIGCHI International Workshop, Nov 2017, Glasgow, United Kingdom. pp.41-42, ⟨10.1145/3139491.3139495⟩. ⟨hal-01807782⟩
  • Matthieu Riou, Bassam Jabaian, Stéphane Huet, Fabrice Lefèvre. Online adaptation of an attention-based neural network for natural language generation. Conference of the International Speech Communication Association (Interspeech), 2017, Stockholm, Sweden. ⟨hal-02021901⟩
  • Matthieu Riou, Bassam Jabaian, Stéphane Huet, Fabrice Lefèvre. Apprentissage en ligne interactif d’un générateur en langage naturel neuronal pour le dialogue homme-machine. 24ème conférence sur le Traitement Automatique des Langues Naturelles (TALN), 2017, Orléans, France. ⟨hal-02021590⟩
  • Elvys Linhares Pontes, Thiago Gouveia Da Silva, Andréa Carneiro Linhares, Juan-Manuel Torres-Moreno, Stéphane Huet. Métodos de Otimização Combinatória Aplicados ao Problema de Compressão MultiFrases. LVIII SBPO Simpósio Brasileiro de Pesquisa Operacional, 2016, Vitória, ES, Brazil. ⟨hal-01779182⟩
  • Elvys Linhares Pontes, Stéphane Huet, Juan-Manuel Torres-Moreno, Andréa Carneiro Linhares. Automatic Text Summarization with a Reduced Vocabulary Using Continuous Space Vectors. 21st International Conference on Applications of Natural Language to Information Systems (NLDB), 2016, Salford, United Kingdom. pp.440-446, ⟨10.1007/978-3-319-41754-7_46⟩. ⟨hal-01779440⟩
  • Elvys Linhares Pontes, Juan-Manuel Torres-Moreno, Stéphane Huet, Andréa Carneiro Linhares. Tweet Contextualization Using Continuous Space Vectors: Automatic Summarization of Cultural Documents. Working Notes of the CLEF Lab on Microblog Cultural Contextualization, 2016, Évora, Portugal. pp.1238-1245. ⟨hal-01779481⟩
  • Elena Manishina, Bassam Jabaian, Stéphane Huet, Fabrice Lefèvre. Automatic Corpus Extension for Data-Driven Natural Language Generation. 10th International Conference on Language Resources and Evaluation (LREC), 2016, Portorož, Slovenia. pp.3624-3631. ⟨hal-02021894⟩
  • Luis Adrián Cabrera-Diego, Stéphane Huet, Bassam Jabaian, Alejandro Molina, Juan-Manuel Torres-Moreno, et al.. Algorithmes de classification et d’optimisation : participation du LIA/ADOC à DEFT’14. Actes de la 10ème édition du défi fouille de textes (DEFT), 2014, Marseille, France. ⟨hal-02021340⟩
  • Mohamed Morchid, Stéphane Huet, Richard Dufour. A Topic-Based Approach for Post-processing Correction of Automatic Translations. 11th International Workshop on Spoken Language Translation (IWSLT), 2014, South Lake Tahoe, NV, United States. ⟨hal-02021817⟩
  • Stéphane Huet, Elena Manishina, Fabrice Lefèvre. Factored Machine Translation Systems for Russian-English. ACL 8th Workshop on Statistical Machine Translation (WMT), 2013, Sofia, Bulgaria. ⟨hal-02021814⟩
  • Raphaël Rubino, Stéphane Huet, Fabrice Lefèvre, Georges Linarès. Statistical Post-Editing of Machine Translation for Domain Adaptation. 16th Annual Conference of the European Association for Machine Translation (EAMT), May 2012, Trento, Italy. ⟨hal-01320242⟩
  • Raphael Rubino, Stéphane Huet, Fabrice Lefèvre, Georges Linares. Post-édition statistique pour l'adaptation aux domaines de spécialité en traduction automatique. 19ème conférence sur le Traitement Automatique des Langues Naturelles (TALN), Jun 2012, Grenoble, France. pp.527-534. ⟨hal-01320234⟩
  • Stéphane Huet, Florian Boudin, Juan-Manuel Torres-Moreno. Utilisation d'un score de qualité de traduction pour le résumé multi-document cross-lingue. 18ème conférence sur le Traitement Automatique des Langues Naturelles (TALN), 2011, Montpellier, France. ⟨hal-02021577⟩
  • Florian Boudin, Stéphane Huet, Juan-Manuel Torres-Moreno. A Graph-based Approach to Cross-language Multi-document Summarization. 12th International Conference on Intelligent Text Processing and Computational Linguistics (CICLing), 2011, Tokyo, Japan. pp.113-118. ⟨hal-02021891⟩
  • Nathalie Camelin, Boris Detienne, Stéphane Huet, Dominique Quadri, Fabrice Lefèvre. Unsupervised Concept Annotation Using Latent Dirichlet Allocation and Segmental Methods. EMNLP Workshop on Unsupervised Learning in NLP (UNSUP), Jul 2011, Edinburgh, United Kingdom. pp.72-81. ⟨hal-01314555⟩
  • Nathalie Camelin, Boris Detienne, Stéphane Huet, Dominique Quadri, Fabrice Lefèvre. Concept Discovery for Language Understanding in an Information-Query Dialogue System. International Conference on Knowledge Discovery and Information Retrieval (KDIR), Oct 2011, Paris, France. ⟨hal-01314539⟩
  • Stéphane Huet, Fabrice Lefèvre. Alignement automatique pour la compréhension littérale de l'oral par approche segmentale. 18ème conférence sur le Traitement Automatique des Langues Naturelles (TALN), Jun 2011, Montpellier, France. ⟨hal-01317556⟩
  • Stéphane Huet, Philippe Langlais. Identifying the Translations of Idiomatic Expressions using TransSearch. 8th International Workshop on Natural Language Processing and Cognitive Science (NLPCS), Aug 2011, Copenhagen, Denmark. pp.45-56. ⟨hal-01317551⟩
  • Stéphane Huet, Fabrice Lefèvre. Unsupervised Alignment for Segmental-based Language Understanding. EMNLP Workshop on Unsupervised Learning in NLP (UNSUP), Aug 2011, Edinburgh, United Kingdom. pp.97-104. ⟨hal-01317563⟩
  • Marion Potet, Raphaël Rubino, Benjamin Lecouteux, Stéphane Huet, Hervé Blanchon, et al.. The LIGA machine translation system for WMT 2011. EMNLP 2011 SIXTH WORKSHOP ON STATISTICAL MACHINE TRANSLATION , 2011, Edinburgh United Kingdom. ⟨hal-00959143⟩

Poster communications1 document

  • Marion Potet, Raphaël Rubino, Benjamin Lecouteux, Stéphane Huet, Hervé Blanchon, et al.. The LIGA (LIG/LIA) Machine Translation System for WMT 2011. SixthWorkshop on Statistical Machine Translation WMT 2011, 2011, Edinburgh, United Kingdom. ⟨hal-02088892⟩

Book sections2 documents

  • Stéphane Huet, Philippe Langlais. Translation of Idiomatic Expressions Across Different Languages: A Study of the Effectiveness of TransSearch. Amy Neustein and Judith A. Markowitz. Where Humans Meet Machines: Innovative Solutions to Knotty Natural Language Problems, Springer New York, pp.185-209, 2013, ⟨https://link.springer.com/chapter/10.1007/978-1-4614-6934-6_9⟩. ⟨hal-02021924⟩
  • Nathalie Camelin, Boris Detienne, Stéphane Huet, Dominique Quadri, Fabrice Lefèvre. Concept Discovery and Automatic Semantic Annotation for Language Understanding in an Information-Query Dialogue System Using Latent Dirichlet Allocation and Segmental Methods. Fred A., Dietz J.L.G., Liu K., Filipe J. Knowledge Discovery, Knowledge Engineering and Knowledge Management, 348, Springer, pp.45-59, 2013, Communications in Computer and Information Science, 978-3-642-37185-1. ⟨10.1007/978-3-642-37186-8_3⟩. ⟨hal-01314550⟩

Preprints, Working Papers, ...1 document

  • Matthieu Riou, Bassam Jabaian, Stéphane Huet, Fabrice Lefèvre. Joint On-Line Learning of a Zero-Shot Spoken Semantic Parser and a Reinforcement Learning Dialogue Manager. 2019. ⟨hal-02024691⟩