Number of documents

14

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).

 

 

 

 

 

 

 


Juan-Manuel Torres-Moreno   

Conference papers14 documents

  • 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⟩
  • 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⟩
  • 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⟩
  • 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⟩
  • 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⟩