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Stéphane Huet

66
Documents

Presentation

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

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CLEF 2023 SimpleText Track ⋆ What Happens if General Users Search Scientific Texts?

Liana Ermakova , Eric Sanjuan , Stéphane Huet , Olivier Augereau , Hosein Azarbonyad
European Conference on Information Retrieval, Apr 2023, Dublin, Ireland. pp.536-545, ⟨10.1007/978-3-031-28241-6_62⟩
Conference papers hal-04158012v1
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Quand des Non-Experts Recherchent des Textes Scientifiques

Liana Ermakova , Stéphane Huet , Eric SanJuan , Olivier Augereau , Hosein Azarbonyad
Atelier sur l’Analyse et la Recherche de Textes Scientifiques, CORIA-TALN (18e Conférence en Recherche d’Information et Applications (CORIA) - 30e Conférence sur le Traitement Automatique des Langues Naturelles (TALN) ), Jun 2023, Paris, France
Conference papers hal-04168674v1
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Overview of the CLEF 2022 SimpleText Task 1: Passage Selection for a Simplified Summary

Sanjuan Eric , Stéphane Huet , Kamps Jaap , Ermakova Liana
CLEF 2022: Conference and Labs of the Evaluation Forum,, Sep 2022, Bologne, Italy. pp.2762-2772
Conference papers hal-04168668v1
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Automatic Simplification of Scientific Texts: SimpleText Lab at CLEF-2022

Liana Ermakova , Patrice Bellot , Jaap Kamps , Diana Nurbakova , Irina Ovchinnikova
44th European Conference on Information Retrieval (ECIR), Apr 2022, Stavanger, France. pp.364-373, ⟨10.1007/978-3-030-99739-7_46⟩
Conference papers hal-04168659v1
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Overview of the CLEF 2022 SimpleText Lab: Automatic Simplification of Scientific Texts

Liana Ermakova , Eric Sanjuan² , Jaap Kamps , Stéphane Huet , Irina Ovchinnikova
Experimental 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 Manager

Matthieu Riou , Bassam Jabaian , Stéphane Huet , Fabrice Lefèvre
IEEE 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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Renforcement en-ligne pour l’apprentissage conjoint de l’analyseur sémantique et du gestionnaire de dialogue d’un système d’interaction vocale

Matthieu Riou , Bassam Jabaian , Stéphane Huet , Fabrice Lefèvre
Rencontres des Jeunes Chercheurs en Intelligence Artificielle 2019, Jul 2019, Toulouse, France. pp.27-34
Conference papers hal-02160317v1
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Lilia, A Showcase for Fast Bootstrap of Conversation-Like Dialogues Based on a Goal-Oriented System

Matthieu Riou , Bassam Jabaian , Stéphane Huet , Fabrice Lefèvre
7th 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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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⟩
Conference papers hal-02021915v1
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Évaluation de l'adaptation par renforcement d'un générateur en langage naturel neuronal pour le dialogue homme-machine

Matthieu Riou , Bassam Jabaian , Stéphane Huet , Fabrice Lefèvre
XXXIIe 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 virtuel

Matthieu Riou , Bassam Jabaian , Stéphane Huet , Thierry Chaminade , Fabrice Lefèvre
Workshop 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 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
Conference papers hal-01779457v1
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Automation and Optimisation of Humor Trait Generation in a Vocal Dialogue System

Matthieu Riou , Stéphane Huet , Bassam Jabaian , Fabrice Lefèvre
INLG Workshop on Intelligent Interactive Systems and Language Generation (2IS&NLG), 2018, Tilburg, Netherlands
Conference papers hal-02021824v1
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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⟩
Conference papers hal-01779470v1
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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⟩
Conference papers hal-02021908v1
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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⟩
Conference papers hal-02021602v1
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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⟩
Conference papers hal-01779465v1
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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
Conference papers hal-01722130v1
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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
Conference papers hal-01779486v1
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Integration and evaluation of social competences such as humor in an artificial interactive agent

Matthieu Riou , Bassam Jabaian , Stéphane Huet , Thierry Chaminade , Fabrice Lefèvre
the 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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Online adaptation of an attention-based neural network for natural language generation

Matthieu Riou , Bassam Jabaian , Stéphane Huet , Fabrice Lefèvre
Conference of the International Speech Communication Association (Interspeech), 2017, Stockholm, Sweden
Conference papers hal-02021901v1
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Apprentissage en ligne interactif d’un générateur en langage naturel neuronal pour le dialogue homme-machine

Matthieu Riou , Bassam Jabaian , Stéphane Huet , Fabrice Lefèvre
24ème conférence sur le Traitement Automatique des Langues Naturelles (TALN), 2017, Orléans, France
Conference papers hal-02021590v1
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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⟩
Conference papers hal-01779440v1
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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
Conference papers 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
Conference papers hal-01779481v1
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Automatic Corpus Extension for Data-Driven Natural Language Generation

Elena Manishina , Bassam Jabaian , Stéphane Huet , Fabrice Lefèvre
10th International Conference on Language Resources and Evaluation (LREC), 2016, Portorož, Slovenia. pp.3624-3631
Conference papers hal-02021894v1
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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
Conference papers hal-02021340v1
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A Topic-Based Approach for Post-processing Correction of Automatic Translations

Mohamed Morchid , Stéphane Huet , Richard Dufour
11th International Workshop on Spoken Language Translation (IWSLT), 2014, South Lake Tahoe, NV, United States
Conference papers hal-02021817v1
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Factored Machine Translation Systems for Russian-English

Stéphane Huet , Elena Manishina , Fabrice Lefèvre
ACL 8th Workshop on Statistical Machine Translation (WMT), 2013, Sofia, Bulgaria
Conference papers hal-02021814v1
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Post-édition statistique pour l'adaptation aux domaines de spécialité en traduction automatique

Raphael Rubino , Stéphane Huet , Fabrice Lefèvre , Georges Linares
19ème conférence sur le Traitement Automatique des Langues Naturelles (TALN), Jun 2012, Grenoble, France. pp.527-534
Conference papers hal-01320234v1
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Statistical Post-Editing of Machine Translation for Domain Adaptation

Raphaël Rubino , Stéphane Huet , Fabrice Lefèvre , Georges Linarès
16th Annual Conference of the European Association for Machine Translation (EAMT), May 2012, Trento, Italy
Conference papers hal-01320242v1
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Alignement automatique pour la compréhension littérale de l'oral par approche segmentale

Stéphane Huet , Fabrice Lefèvre
18ème 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 Understanding

Stéphane Huet , Fabrice Lefèvre
EMNLP 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 2011

Marion Potet , Raphaël Rubino , Benjamin Lecouteux , Stéphane Huet , Hervé Blanchon
EMNLP 2011 SIXTH WORKSHOP ON STATISTICAL MACHINE TRANSLATION , 2011, Edinburgh United Kingdom
Conference papers hal-00959143v1
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Concept Discovery for Language Understanding in an Information-Query Dialogue System

Nathalie Camelin , Boris Detienne , Stéphane Huet , Dominique Quadri , Fabrice Lefèvre
International Conference on Knowledge Discovery and Information Retrieval (KDIR), Oct 2011, Paris, France
Conference papers hal-01314539v1
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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
Conference papers 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
Conference papers hal-02021577v1
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Identifying the Translations of Idiomatic Expressions using TransSearch

Stéphane Huet , Philippe Langlais
8th 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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Unsupervised Concept Annotation Using Latent Dirichlet Allocation and Segmental Methods

Nathalie Camelin , Boris Detienne , Stéphane Huet , Dominique Quadri , Fabrice Lefèvre
EMNLP Workshop on Unsupervised Learning in NLP (UNSUP), Jul 2011, Edinburgh, United Kingdom. pp.72-81
Conference papers hal-01314555v1
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The RALI Machine Translation System for WMT 2010

Stéphane Huet , Julien Bourdaillet , Alexandre Patry , Philippe Langlais
ACL Joint 5th Workshop on Statistical Machine Translation and Metrics (WMT), 2010, Uppsala, Sweden
Conference papers hal-02021809v1
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Alignement de traductions rares à l'aide de paires de phrases non alignées

Julien Bourdaillet , Stéphane Huet , Philippe Langlais
17ème conférence sur le Traitement Automatique des Langues Naturelles (TALN), 2010, Montréal, Canada
Conference papers hal-02021394v1
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TransSearch : un moteur de recherche de traductions

Julien Bourdaillet , Fabrizio Gotti , Stéphane Huet , Philippe Langlais , Guy Lapalme
17ème conférence sur le Traitement Automatique des Langues Naturelles (TALN), 2010, Montreal, Canada
Conference papers hal-02051123v1
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Harnessing the Redundant Results of Translation Spotting

Stéphane Huet , Julien Bourdaillet , Philippe Langlais , Guy Lapalme
12th Machine Translation Summit (MT Summit), 2009, Ottawa, Canada
Conference papers hal-02021884v1
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TS3: an Improved Version of the Bilingual Concordancer TransSearch

Stéphane Huet , Julien Bourdaillet , Philippe Langlais
13th 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 TransSearch

Stéphane Huet , Julien Bourdaillet , Philippe Langlais
16ème conférence sur le Traitement Automatique des Langues Naturelles (TALN), 2009, Senlis, France
Conference papers hal-02021391v1
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Enhancing the Bilingual Concordancer TransSearch with Word-Level Alignment

Julien Bourdaillet , Stéphane Huet , Fabrizio Gotti , Guy Lapalme , Philippe Langlais
22nd 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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Morphosyntactic resources for automatic speech recognition

Stéphane Huet , Guillaume Gravier , Pascale Sébillot
6th 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 radiophoniques

Stéphane Huet , Guillaume Gravier , Pascale Sébillot
15ème 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 Computation

Stéphane Huet , Guillaume Gravier , Pascale Sébillot
8th Annual Conference of the International Speech Communication Association (Interspeech), 2007, Antwerp, Belgium. pp.1741-1744
Conference papers hal-02021878v1
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Peut-on utiliser les étiqueteurs morphosyntaxiques pour améliorer la transcription automatique ?

Stéphane Huet , Guillaume Gravier , Pascale Sébillot
26èmes journées d'étude sur la parole (JEP), 2006, Dinard, France
Conference papers hal-02021377v1
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Are Morphosyntactic Taggers Suitable to Improve Automatic Transcription?

Stéphane Huet , Guillaume Gravier , Pascale Sébillot
9th International Conference on Text, Speech and Dialogue (TSD), 2006, Brno, Czech Republic. pp.391-398
Conference papers hal-02021874v1
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Classification de signaux électromyographiques en vue de la commande automatique d’une main artificielle

Stéphane Huet
3ème 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 2011

Marion Potet , Raphaël Rubino , Benjamin Lecouteux , Stéphane Huet , Hervé Blanchon
SixthWorkshop on Statistical Machine Translation WMT 2011, 2011, Edinburgh, United Kingdom
Conference poster hal-02088892v1

CLEF 2024 SimpleText Track

Liana Ermakova , Eric SanJuan , Stéphane Huet , Hosein Azarbonyad , Giorgio Maria Di Nunzio
Advances in Information Retrieval, 14613, Springer Nature Switzerland, pp.28-35, 2024, Lecture Notes in Computer Science, 978-3-031-56071-2. ⟨10.1007/978-3-031-56072-9_4⟩
Book sections hal-04608042v1

CLEF 2023 SimpleText Track

Liana Ermakova , Eric SanJuan , Stéphane Huet , Olivier Augereau , Hosein Azarbonyad
Advances in Information Retrieval, 13982, Springer Nature Switzerland, pp.536-545, 2023, Lecture Notes in Computer Science, 978-3-031-28240-9. ⟨10.1007/978-3-031-28241-6_62⟩
Book sections hal-04608071v1
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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 Methods

Nathalie Camelin , Boris Detienne , Stéphane Huet , Dominique Quadri , Fabrice Lefèvre
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⟩
Book sections hal-01314550v1
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Translation of Idiomatic Expressions Across Different Languages: A Study of the Effectiveness of TransSearch

Stéphane Huet , Philippe Langlais
Amy 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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Toward the Integration of Natural Language Processing and Automatic Speech Recognition: Using Morpho-Syntax and Pragmatics for Transcription

Stéphane Huet , Gwénolé Lecorvé , Guillaume Gravier , Pascale Sébillot
Petros 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