David Langlois
Présentation
I am an assistant professor in Informatics at University of Lorraine, Inspé of Lorraine. My research is located at LORIA, in MosaAIk team. Research Interests My research interests concern Natural Language Processing, and more specifically the questions about the ability of Large Language Models to reason, and the interpretability of Word Embeddings. My previous publications concern speech recognition, machine translation, sentiment analysis, comparability of documents, fakenews detection, and interpretability of word embeddings For publications list, see menu on top. Teaching
Publications
Publications
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Fake News Detection via Intermediate-Layer Emotional RepresentationsCompanion Proceedings of the ACM on Web Conference 2025, Association for Computing Machinery, Apr 2025, Sydney, Australia. pp.2680-2684, ⟨10.1145/3701716.3717537⟩ |
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Modeling North African Dialects from Standard LanguagesThe Third Arabic Natural Language Processing Conference, Nov 2025, Suzhou, China |
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ABDUL: a new Approach to Build language models for Dialects Using formal Language corpora onlyNAACL 2025 Workshop on Language Models for Underserved Communities, ACL, Apr 2025, Albuquerque, United States |
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Towards A Neural Machine Translation Proposal to Help Everyday Communication for People with Broca's AphasiaNew Trends in Translation and Technology, Jul 2024, Varna, Bulgaria |
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What do BERT word embeddings learn about the French language?Computational Linguistics in Bulgaria, Department of Computational Linguistics Institute for Bulgarian Language, Sep 2024, Sofia, Bulgaria. pp.14-32 |
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Language rehabilitation of people with BROCA aphasia using deep neural machine translationFifth International Conference on Computational Linguistics in Bulgaria, Sep 2022, Sofia, Bulgaria |
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Projet AMIS : résumé et traduction automatique de vidéos6e conférence conjointe Journées d'Études sur la Parole (JEP, 33e édition), Traitement Automatique des Langues Naturelles (TALN, 27e édition), Rencontre des Étudiants Chercheurs en Informatique pour le Traitement Automatique des Langues (RÉCITAL, 22e édition). Volume 4 : Démonstrations et résumés d'articles internationaux, Jun 2020, Nancy, France. pp.53-56 |
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A Fine-grained Multilingual Analysis Based on the Appraisal Theory: Application to Arabic and English VideosICALP: International Conference on Arabic Language Processing, Oct 2019, Nancy, France. pp.49-61, ⟨10.1007/978-3-030-32959-4_4⟩ |
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La formation des professeurs de la spécialité ISN dans l'Académie de Nancy-Metz – Récit et analyse de six ans d'expérienceDidapro 7 – DidaSTIC. De 0 à 1 ou l’heure de l’informatique à l’école, Feb 2018, Lausanne, Suisse |
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A Proposed Methodology for Subjective Evaluation of Video and Text SummarizationMISSI 2018 - 11th edition of the International Conference on Multimedia and Network Information Systems, Sep 2018, Wrocław, Poland. pp.396-404, ⟨10.1007/978-3-319-98678-4_40⟩ |
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A First Summarization System of a Video in a Target LanguageMISSI 2018 - 11th edition of the International Conference on Multimedia and Network Information Systems, Sep 2018, Wrocław, Poland. pp.1-12 |
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Is statistical machine translation approach dead?ICNLSSP 2017 - International Conference on Natural Language, Signal and Speech Processing, ISGA, Dec 2017, Casablanca, Morocco. pp.1-5 |
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An enhanced automatic speech recognition system for ArabicThe third Arabic Natural Language Processing Workshop - EACL 2017, Apr 2017, Valencia, Spain |
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GAWO: Genetic-based optimization algorithm for SMTICNLSSP 2017 - International Conference on Natural Language, Signal and Speech Processing, ISGA, Dec 2017, Maroc, Morocco |
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About vocabulary adaptation for automatic speech recognition of video dataICNLSSP'2017 - International Conference on Natural Language, Signal and Speech Processing, Dec 2017, Casablanca, Morocco. pp.1-5 |
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Development of the Arabic Loria Automatic Speech Recognition system (ALASR) and its evaluation for Algerian dialectACLing 2017 - 3rd International Conference on Arabic Computational Linguistics, Nov 2017, Dubai, United Arab Emirates. pp.1-8 |
LORIA System for the WMT15 Quality Estimation Shared TaskWorkshop on Statistical Machine Translation, Sep 2015, Lisbonne, Portugal. pp.8 |
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Textual Data Selection for Language Modelling in the Scope of Automatic Speech RecognitionInternational Conference on Natural Language and Speech Processing, Oct 2015, Alger, Algeria |
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Building and Modelling Multilingual Subjective CorporaProceedings of the Ninth International Conference on Language Resources and Evaluation (LREC'14), May 2014, Reykjavik, Iceland, Iceland |
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Cross-Lingual Semantic Similarity Measure for Comparable ArticlesAdvances in Natural Language Processing - 9th International Conference on NLP, PolTAL 2014, Warsaw, Poland, September 17-19, 2014. Proceedings, Sep 2014, Warsaw, Poland. pp.105--115, ⟨10.1007/978-3-319-10888-9_11⟩ |
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Comparing Multilingual Comparable Articles Based On OpinionsProceedings of the 6th Workshop on Building and Using Comparable Corpora, Association for Computational Linguistics ACL, Aug 2013, Sofia, Bulgaria. pp.105-111 |
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LORIA System for the WMT13 Quality Estimation Shared TaskACL 2013 - Eighth Workshop on Statistical Machine Translation, Aug 2013, Sofia, Bulgaria. pp.380 - 385 |
A Machine Learning Based Approach for Vocabulary Selection for Speech TranscriptionTSD - 16th International Conference on Text, Speech and Dialogue - 2013, Sep 2013, Pilsen, Czech Republic. pp.60-67 |
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LORIA System for the WMT12 Quality Estimation Shared TaskNAACL 2012 - The Seventh Workshop on Statistical Machine Translation, Jun 2012, Montréal, Canada. pp.114--119 |
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Broadcast news speech-to-text translation experimentsThe Thirteenth Machine Translation Summit, Sep 2011, Xiamen, China. pp.378-381 |
Cleaning statistical language models3d. International Conference on Information Systems and Economic Intelligence (SIIE'2010), Feb 2010, Sousse, Tunisia |
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Utilisation de graphes sémantiques pour l'extraction et la traduction des idées essentielles d'un texte en langue étrangère10ième Conférence Internationale Francophone sur l'Extraction et la Gestion des Connaissances - EGC 2010, Jan 2010, Hammamet, Tunisie. pp.687-688 |
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Similar N-Gram Language ModelINTERSPEECH 2010, Sep 2010, Tokyo, Japan. pp.1824-1827 |
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New Confidence Measures for Statistical Machine TranslationInternational Conference On Agents and Artificial Intelligence - ICAART 09, Jan 2009, Porto, Portugal |
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Efficient Combination of Confidence Measures for Machine Translation10th Annual Conference of the International Speech Communication Association - INTERSPEECH 2009, Sep 2009, Brighton, United Kingdom |
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Word- and sentence-level confidence measures for machine translation13th Annual Meeting of the European Association for Machine Translation - EAMT 09, May 2009, Barcelona, Spain |
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Discovering Phrases in Machine Translation by Simulated AnnealingINTERSPEECH 2008 - 9th Annual Conference of the International Speech Communication Association, Sep 2008, Brisbane, Australia. pp.2354-2357 |
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Phrase-Based Machine Translation based on Simulated AnnealingSixth international conference on Language Resources and Evaluation - LREC 2008, May 2008, Marrakech, Morocco |
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Une alternative aux modèles de traduction statistique d'IBM : Les triggers inter-langues15eme conférence sur le Traitement Automatique des Langues Naturelles - TALN'08, Jun 2008, Avignon, France |
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Building a bilingual dictionary from movie subtitles based on inter-lingual triggersTranslating and the Computer, Nov 2007, Londres, United Kingdom |
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Building Parallel Corpora from MoviesThe 4th International Workshop on Natural Language Processing and Cognitive Science - NLPCS 2007, Jun 2007, Funchal, Madeira, Portugal |
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Improving language models by using distant informationInternational Symposium on Signal Processing and its Applications - ISSPA 2007, Feb 2007, Sharjah, United Arab Emirates |
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Using inter-lingual triggers for Machine translation8th Annual Conference of the International Speech Communication Association - INTERSPEECH 2007, Aug 2007, Antwerp, Belgium. pp.2829-2832 |
Exploration et utilisation d'informations distantes dans les modèles de langage statistiques13ème Conférence sur le Traitement Automatique des Langues Naturelles - TALN'2006, Apr 2006, Leuven, Belgique. pp.425-434 |
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ANTS le système de transcription automatique du LORIAWorshop ESTER, 2005, Avignon, France |
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ANTS : le système de transcription automatique du LoriaJEP 2004 - 25èmes Journées d'Etude sur la Parole, Apr 2004, Fès, Maroc. pp.4 |
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Statistical Feature Language Model8th International Conference on Spoken Language Processing - ICSLP' 2004, 2004, Jeju, South Korea. 4 p |
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Experiments on Building Language Resources for Multi-Modal Dialogue SystemsInternational Conference on Language Resources and Evaluation - LREC'2004, 2004, Lisbonne, Portugal. 4 p |
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Efficient linear combination for distant n-gram models8th European Conference on Speech Communication and Technology - Eurospeech'03, Sep 2003, Genève, Switzerland. pp.409-412 |
Retrieving phrases by selecting the history: application to Automatic Speech Recognition7th International Conference on Spoken Language Processing - ICSLP'2002, Sep 2002, Denver, USA, pp.721 |
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Détection de séquences par sélection de l'historique : application à la reconnaissance automatique de la paroleXXIVe Journées d'Etudes sur la Parole - JEP'2002, Jun 2002, Nancy, France, pp.301 |
A New Method Based on Context for Combining Statistical Language ModelsThird International Conference on Modeling and Using Context - CONTEXT 01, 2001, Dundee, Scotland, pp.235-247 |
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Improving Statistical Language Models by Removing Impossible EventsProceedings of the International Workshop "Speech and Computer" - SPECOM 2001, 2001, Moscow, Russia, 4 p |
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Efficient Language Models Combination: Application to Phrase FindingProceedings of the International Workshop "Speech and Computer" - SPECOM 2001, 2001, Moscow, Russia, 4 p |
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Discarding Impossible Events from Statistical Language ModelsInternational Conference on Spoken Language Processing, Oct 2000, Pékin, China, 4 p |
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Dealing with distant relationships in natural language modelling for automatic speech recognition4th World Multiconference on Systemics, Cybernetics & Informatics - SCI'2000, International Institute of Informatics & Systemics, 2000, Orlando, USA, pp.400-405 |
A New Based Distance Language Model for a Dictation Machine: application to MAUD6th European Conference on Speech Communication & Technology - EUROSPEECH'99, 1999, Budapest, Hungary, pp.1779-1782 |
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Genetic-based Decoder for Statistical Machine TranslationSpringer LNCS series, Lecture Notes in Computer Science, 2016 |
Notions d'événements distants et d'évenements impossibles en modélisation stochastique du langage : application aux modèles n-grammes de mots et de séquencesAutre [cs.OH]. Université Henri Poincaré - Nancy 1, 2002. Français. ⟨NNT : 2002NAN10048⟩ |