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Stéphane Huet

15
Documents

Présentation

Assistant professor (Maitre de conférences) in computer science =============================================================== Member of [LIA](lia.univ-avignon.fr) 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. Since 2016, I have been the head of the computer science department (teaching part) of Avignon Université (around 550 enrolled students per year).

Publications

juan-manuel-torres
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Predicting the Semantic Textual Similarity with Siamese CNN and LSTM

Elvys Linhares Pontes , Stéphane Huet , Andréa Carneiro Linhares , Juan-Manuel Torres-Moreno
Traitement Automatique des Langues Naturelles (TALN), May 2018, Rennes, France. pp.311-319
Communication dans un congrès hal-01779457v1
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Multi-Sentence Compression with Word Vertex-Labeled Graphs and Integer Linear Programming

Elvys Linhares Pontes , Stéphane Huet , Thiago Gouveia da Silva , Juan-Manuel Torres-Moreno , Andréa Carneiro Linhares
NAACL-HLT 12th Workshop on Graph-based Methods for Natural Language Processing (TextGraphs), 2018, New Orleans, LA, United States. ⟨10.18653/v1/W18-1704⟩
Communication dans un congrès hal-01779470v1
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Cross-Language Text Summarization using Sentence and Multi-Sentence Compression

Elvys Linhares Pontes , Stéphane Huet , Juan-Manuel Torres-Moreno , Andréa Carneiro Linhares
23rd International Conference on Natural Language & Information Systems (NLDB), 2018, Paris, France. pp.467-479, ⟨10.1007/978-3-319-91947-8_48⟩
Communication dans un congrès hal-01779465v1
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Cross-Lingual Speech-to-Text Summarization

Elvys Linhares Pontes , Carlos-Emiliano González-Gallardo , Juan-Manuel Torres-Moreno , Stéphane Huet
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⟩
Communication dans un congrès hal-02021915v1
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A New Annotated Portuguese/Spanish Corpus for the Multi-Sentence Compression Task

Elvys Linhares Pontes , Juan-Manuel Torres-Moreno , Stéphane Huet , Andréa Carneiro Linhares
11th International Conference on Language Resources and Evaluation (LREC), 2018, Miyazaki, Japan
Communication dans un congrès hal-01722130v1
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A Multilingual Study of Compressive Cross-Language Text Summarization

Elvys Linhares Pontes , Stéphane Huet , Juan-Manuel Torres-Moreno
17th Mexican International Conference on Artificial Intelligence (MICAI), 2018, Guadalajara, Mexico. pp.109-118, ⟨10.1007/978-3-030-04497-8_9⟩
Communication dans un congrès hal-02021602v1
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Microblog Contextualization: Advantages and Limitations of a Multi-sentence Compression Approach

Elvys Linhares Pontes , Stéphane Huet , Juan-Manuel Torres-Moreno
9th International Conference of the CLEF Association, 2018, Avignon, France. pp.181-190, ⟨10.1007/978-3-319-98932-7_17⟩
Communication dans un congrès hal-02021908v1
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Microblog Contextualization Using Continuous Space Vectors: Multi-Sentence Compression of Cultural Documents

Elvys Linhares Pontes , Stéphane Huet , Juan-Manuel Torres-Moreno , Andréa Carneiro Linhares
Working Notes of the CLEF Lab on Microblog Cultural Contextualization, 2017, Dublin, Ireland
Communication dans un congrès hal-01779486v1
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Métodos de Otimização Combinatória Aplicados ao Problema de Compressão MultiFrases

Elvys Linhares Pontes , Thiago Gouveia da Silva , Andréa Carneiro Linhares , Juan-Manuel Torres-Moreno , Stéphane Huet
LVIII SBPO Simpósio Brasileiro de Pesquisa Operacional, 2016, Vitória, ES, Brazil
Communication dans un congrès hal-01779182v1
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Tweet Contextualization Using Continuous Space Vectors: Automatic Summarization of Cultural Documents

Elvys Linhares Pontes , Juan-Manuel Torres-Moreno , Stéphane Huet , Andréa Carneiro Linhares
Working Notes of the CLEF Lab on Microblog Cultural Contextualization, 2016, Évora, Portugal. pp.1238-1245
Communication dans un congrès hal-01779481v1
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Automatic Text Summarization with a Reduced Vocabulary Using Continuous Space Vectors

Elvys Linhares Pontes , Stéphane Huet , Juan-Manuel Torres-Moreno , Andréa Carneiro Linhares
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⟩
Communication dans un congrès hal-01779440v1
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Algorithmes de classification et d’optimisation : participation du LIA/ADOC à DEFT’14

Luis Adrián Cabrera-Diego , Stéphane Huet , Bassam Jabaian , Alejandro Molina , Juan-Manuel Torres-Moreno
Actes de la 10ème édition du défi fouille de textes (DEFT), 2014, Marseille, France
Communication dans un congrès hal-02021340v1
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A Graph-based Approach to Cross-language Multi-document Summarization

Florian Boudin , Stéphane Huet , Juan-Manuel Torres-Moreno
12th International Conference on Intelligent Text Processing and Computational Linguistics (CICLing), 2011, Tokyo, Japan. pp.113-118
Communication dans un congrès hal-02021891v1
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Utilisation d'un score de qualité de traduction pour le résumé multi-document cross-lingue

Stéphane Huet , Florian Boudin , Juan-Manuel Torres-Moreno
18ème conférence sur le Traitement Automatique des Langues Naturelles (TALN), 2011, Montpellier, France
Communication dans un congrès hal-02021577v1