Stéphane Huet
59
Documents
Presentation
Assistant professor (Maitre de conférences) in computer science
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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
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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).
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Compressive approaches for cross-language multi-document summarizationData and Knowledge Engineering, 2020, 125, pp.101763. ⟨10.1016/j.datak.2019.101763⟩
Journal articles
hal-02556889v1
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Reinforcement adaptation of an attention-based neural natural language generator for spoken dialogue systemsDialogue & Discourse, 2019, 10, pp.1-19. ⟨10.5087/dad.2019.101⟩
Journal articles
hal-02022678v1
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TransSearch: from a bilingual concordancer to a translation finderMachine Translation, 2010, 24 (3-4), pp.241-271. ⟨10.1007/s10590-011-9089-6⟩
Journal articles
hal-02021930v1
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Morpho-syntactic post-processing of N-best lists for improved French automatic speech recognitionComputer Speech and Language, 2010, 24 (4), pp.663-684. ⟨10.1016/j.csl.2009.10.001⟩
Journal articles
hal-00508471v1
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Overview of the CLEF 2022 SimpleText Lab: Automatic Simplification of Scientific TextsExperimental IR Meets Multilinguality, Multimodality, and Interaction - 13th International Conference of the CLEF Association, CLEF 2022,, Sep 2022, Bologna, Italy. pp.470-494, ⟨10.1007/978-3-031-13643-6_28⟩
Conference papers
hal-03828491v1
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Joint On-Line Learning of a Zero-Shot Spoken Semantic Parser and a Reinforcement Learning Dialogue ManagerIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2019, Brighton, United Kingdom. ⟨10.1109/ICASSP.2019.8683274⟩
Conference papers
hal-02024691v1
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Lilia, A Showcase for Fast Bootstrap of Conversation-Like Dialogues Based on a Goal-Oriented System7th International Conference on Statistical Language and Speech Processing (SLSP), 2019, Ljublljana, Slovenia. pp.31-43, ⟨10.1007/978-3-030-31372-2_3⟩
Conference papers
hal-02333916v1
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Renforcement en-ligne pour l’apprentissage conjoint de l’analyseur sémantique et du gestionnaire de dialogue d’un système d’interaction vocaleRencontres des Jeunes Chercheurs en Intelligence Artificielle 2019, Jul 2019, Toulouse, France. pp.27-34
Conference papers
hal-02160317v1
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A New Annotated Portuguese/Spanish Corpus for the Multi-Sentence Compression Task11th International Conference on Language Resources and Evaluation (LREC), 2018, Miyazaki, Japan
Conference papers
hal-01722130v1
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Cross-Language Text Summarization using Sentence and Multi-Sentence Compression23rd International Conference on Natural Language & Information Systems (NLDB), 2018, Paris, France. pp.467-479, ⟨10.1007/978-3-319-91947-8_48⟩
Conference papers
hal-01779465v1
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Évaluation de l'adaptation par renforcement d'un générateur en langage naturel neuronal pour le dialogue homme-machineXXXIIe Journées d’Études sur la Parole (JEP), 2018, Aix-en-Provence, France. pp.347-355, ⟨10.21437/JEP.2018-40⟩
Conference papers
hal-02021596v1
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Intégration et évaluation de mécanismes de productions humoristiques dans un agent conversationnel virtuelWorkshop sur les Affects, Compagnons Artificiels et Interactions (WACAI), 2018, île de Porquerolles, France
Conference papers
hal-02021367v1
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Predicting the Semantic Textual Similarity with Siamese CNN and LSTMTraitement Automatique des Langues Naturelles (TALN), May 2018, Rennes, France. pp.311-319
Conference papers
hal-01779457v1
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Cross-Lingual Speech-to-Text Summarization11th edition of International Conference on Multimedia & Network Information Systems (MISSI), 2018, Wrocław, Poland. pp.385-395, ⟨10.1007/978-3-319-98678-4_39⟩
Conference papers
hal-02021915v1
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A Multilingual Study of Compressive Cross-Language Text Summarization17th Mexican International Conference on Artificial Intelligence (MICAI), 2018, Guadalajara, Mexico. pp.109-118, ⟨10.1007/978-3-030-04497-8_9⟩
Conference papers
hal-02021602v1
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Automation and Optimisation of Humor Trait Generation in a Vocal Dialogue SystemINLG Workshop on Intelligent Interactive Systems and Language Generation (2IS&NLG), 2018, Tilburg, Netherlands
Conference papers
hal-02021824v1
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Microblog Contextualization: Advantages and Limitations of a Multi-sentence Compression Approach9th International Conference of the CLEF Association, 2018, Avignon, France. pp.181-190, ⟨10.1007/978-3-319-98932-7_17⟩
Conference papers
hal-02021908v1
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Multi-Sentence Compression with Word Vertex-Labeled Graphs and Integer Linear ProgrammingNAACL-HLT 12th Workshop on Graph-based Methods for Natural Language Processing (TextGraphs), 2018, New Orleans, LA, United States. ⟨10.18653/v1/W18-1704⟩
Conference papers
hal-01779470v1
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Apprentissage en ligne interactif d’un générateur en langage naturel neuronal pour le dialogue homme-machine24ème conférence sur le Traitement Automatique des Langues Naturelles (TALN), 2017, Orléans, France
Conference papers
hal-02021590v1
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Online adaptation of an attention-based neural network for natural language generationConference of the International Speech Communication Association (Interspeech), 2017, Stockholm, Sweden
Conference papers
hal-02021901v1
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Microblog Contextualization Using Continuous Space Vectors: Multi-Sentence Compression of Cultural DocumentsWorking Notes of the CLEF Lab on Microblog Cultural Contextualization, 2017, Dublin, Ireland
Conference papers
hal-01779486v1
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Integration and evaluation of social competences such as humor in an artificial interactive agentthe 1st ACM SIGCHI International Workshop, Nov 2017, Glasgow, United Kingdom. pp.41-42, ⟨10.1145/3139491.3139495⟩
Conference papers
hal-01807782v1
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Automatic Corpus Extension for Data-Driven Natural Language Generation10th International Conference on Language Resources and Evaluation (LREC), 2016, Portorož, Slovenia. pp.3624-3631
Conference papers
hal-02021894v1
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Tweet Contextualization Using Continuous Space Vectors: Automatic Summarization of Cultural DocumentsWorking Notes of the CLEF Lab on Microblog Cultural Contextualization, 2016, Évora, Portugal. pp.1238-1245
Conference papers
hal-01779481v1
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Métodos de Otimização Combinatória Aplicados ao Problema de Compressão MultiFrasesLVIII SBPO Simpósio Brasileiro de Pesquisa Operacional, 2016, Vitória, ES, Brazil
Conference papers
hal-01779182v1
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Automatic Text Summarization with a Reduced Vocabulary Using Continuous Space Vectors21st 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⟩
Conference papers
hal-01779440v1
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A Topic-Based Approach for Post-processing Correction of Automatic Translations11th International Workshop on Spoken Language Translation (IWSLT), 2014, South Lake Tahoe, NV, United States
Conference papers
hal-02021817v1
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Algorithmes de classification et d’optimisation : participation du LIA/ADOC à DEFT’14Actes de la 10ème édition du défi fouille de textes (DEFT), 2014, Marseille, France
Conference papers
hal-02021340v1
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Factored Machine Translation Systems for Russian-EnglishACL 8th Workshop on Statistical Machine Translation (WMT), 2013, Sofia, Bulgaria
Conference papers
hal-02021814v1
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Statistical Post-Editing of Machine Translation for Domain Adaptation16th Annual Conference of the European Association for Machine Translation (EAMT), May 2012, Trento, Italy
Conference papers
hal-01320242v1
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Post-édition statistique pour l'adaptation aux domaines de spécialité en traduction automatique19ème conférence sur le Traitement Automatique des Langues Naturelles (TALN), Jun 2012, Grenoble, France. pp.527-534
Conference papers
hal-01320234v1
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Unsupervised Concept Annotation Using Latent Dirichlet Allocation and Segmental MethodsEMNLP Workshop on Unsupervised Learning in NLP (UNSUP), Jul 2011, Edinburgh, United Kingdom. pp.72-81
Conference papers
hal-01314555v1
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Concept Discovery for Language Understanding in an Information-Query Dialogue SystemInternational Conference on Knowledge Discovery and Information Retrieval (KDIR), Oct 2011, Paris, France
Conference papers
hal-01314539v1
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Alignement automatique pour la compréhension littérale de l'oral par approche segmentale18ème conférence sur le Traitement Automatique des Langues Naturelles (TALN), Jun 2011, Montpellier, France
Conference papers
hal-01317556v1
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Unsupervised Alignment for Segmental-based Language UnderstandingEMNLP Workshop on Unsupervised Learning in NLP (UNSUP), Aug 2011, Edinburgh, United Kingdom. pp.97-104
Conference papers
hal-01317563v1
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The LIGA machine translation system for WMT 2011EMNLP 2011 SIXTH WORKSHOP ON STATISTICAL MACHINE TRANSLATION , 2011, Edinburgh United Kingdom
Conference papers
hal-00959143v1
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Utilisation d'un score de qualité de traduction pour le résumé multi-document cross-lingue18ème conférence sur le Traitement Automatique des Langues Naturelles (TALN), 2011, Montpellier, France
Conference papers
hal-02021577v1
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A Graph-based Approach to Cross-language Multi-document Summarization12th International Conference on Intelligent Text Processing and Computational Linguistics (CICLing), 2011, Tokyo, Japan. pp.113-118
Conference papers
hal-02021891v1
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Identifying the Translations of Idiomatic Expressions using TransSearch8th International Workshop on Natural Language Processing and Cognitive Science (NLPCS), Aug 2011, Copenhagen, Denmark. pp.45-56
Conference papers
hal-01317551v1
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The RALI Machine Translation System for WMT 2010ACL Joint 5th Workshop on Statistical Machine Translation and Metrics (WMT), 2010, Uppsala, Sweden
Conference papers
hal-02021809v1
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TransSearch : un moteur de recherche de traductions17ème conférence sur le Traitement Automatique des Langues Naturelles (TALN), 2010, Montreal, Canada
Conference papers
hal-02051123v1
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Alignement de traductions rares à l'aide de paires de phrases non alignées17ème conférence sur le Traitement Automatique des Langues Naturelles (TALN), 2010, Montréal, Canada
Conference papers
hal-02021394v1
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Harnessing the Redundant Results of Translation Spotting12th Machine Translation Summit (MT Summit), 2009, Ottawa, Canada
Conference papers
hal-02021884v1
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Enhancing the Bilingual Concordancer TransSearch with Word-Level Alignment22nd Conference of the Canadian Society for Computational Studies of Intelligence (Canadian AI 2009), May 2009, Kelowna, Canada. pp.27-38, ⟨10.1007/978-3-642-01818-3_6⟩
Conference papers
hal-02021384v1
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TS3: an Improved Version of the Bilingual Concordancer TransSearch13th Annual Conference of the European Association for Machine Translation (EAMT), 2009, Barcelona, Spain
Conference papers
hal-02021882v1
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Intégration de l'alignement de mots dans le concordancier bilingue TransSearch16ème conférence sur le Traitement Automatique des Langues Naturelles (TALN), 2009, Senlis, France
Conference papers
hal-02021391v1
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Morphosyntactic resources for automatic speech recognition6th International Conference on Language Resources and Evaluation (LREC), 2008, Marrakech, Morocco
Conference papers
hal-02021879v1
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Un modèle multi-sources pour la segmentation en sujets de journaux radiophoniques15ème conférence sur le Traitement Automatique des Langues Naturelles (TALN), 2008, Avignon, France. pp.49-58
Conference papers
hal-02021382v1
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Morphosyntactic Processing of N-Best Lists for Improved Recognition and Confidence Measure Computation8th Annual Conference of the International Speech Communication Association (Interspeech), 2007, Antwerp, Belgium. pp.1741-1744
Conference papers
hal-02021878v1
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Are Morphosyntactic Taggers Suitable to Improve Automatic Transcription?9th International Conference on Text, Speech and Dialogue (TSD), 2006, Brno, Czech Republic. pp.391-398
Conference papers
hal-02021874v1
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Peut-on utiliser les étiqueteurs morphosyntaxiques pour améliorer la transcription automatique ?26èmes journées d'étude sur la parole (JEP), 2006, Dinard, France
Conference papers
hal-02021377v1
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Classification de signaux électromyographiques en vue de la commande automatique d’une main artificielle3ème conférence pour l'essor des technologies d'assistance (Handicap 2004), 2004, Paris, France
Conference papers
hal-02021371v1
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The LIGA (LIG/LIA) Machine Translation System for WMT 2011SixthWorkshop on Statistical Machine Translation WMT 2011, 2011, Edinburgh, United Kingdom
Conference poster
hal-02088892v1
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Translation of Idiomatic Expressions Across Different Languages: A Study of the Effectiveness of TransSearchAmy Neustein and Judith A. Markowitz. Where Humans Meet Machines: Innovative Solutions to Knotty Natural Language Problems, Springer New York, pp.185-209, 2013
Book sections
hal-02021924v1
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Concept Discovery and Automatic Semantic Annotation for Language Understanding in an Information-Query Dialogue System Using Latent Dirichlet Allocation and Segmental MethodsFred 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⟩
Book sections
hal-01314550v1
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Toward the Integration of Natural Language Processing and Automatic Speech Recognition: Using Morpho-Syntax and Pragmatics for TranscriptionPetros Maragos, Alexandros Potamianos, Patrick Gros. Multimodal Processing and Interaction: Audio, Video, Text, Springer US, pp.201-218, 2008, 978-0-387-76316-3. ⟨10.1007/978-0-387-76316-3_9⟩
Book sections
hal-02021921v1
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Utilisation de la linguistique en reconnaissance de la parole : un état de l'art[Rapport de recherche] PI 1804, 2006, pp.72
Reports
inria-00077747v1
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Utilisation de la linguistique en reconnaissance de la parole : un état de l'art[Rapport de recherche] RR-5917, INRIA. 2006, pp.72
Reports
inria-00077386v2
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Informations morpho-syntaxiques et adaptation thématique pour améliorer la reconnaissance de la paroleInterface homme-machine [cs.HC]. Université Rennes 1, 2007. Français. ⟨NNT : ⟩
Theses
tel-00524245v1
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