Marco Dinarelli
- Groupe d’Étude en Traduction Automatique/Traitement Automatisé des Langues et de la Parole (GETALP)
Présentation
Publications
Publications
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Modélisation de dépendances entre étiquettes dans les réseaux neuronaux récurrentsRevue TAL : traitement automatique des langues, 2017, 58 (1) |
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Discriminative Reranking for Spoken Language UnderstandingIEEE Transactions on Audio, Speech and Language Processing, 2012 |
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Comparing stochastic approaches to spoken language understanding in multiple languagesIEEE Transactions on Audio, Speech and Language Processing, 2011, 19 (6), pp.1569-1583. ⟨10.1109/TASL.2010.2093520⟩ |
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DOLFIN - Document-Level Financial Test-Set for Machine TranslationFindings of the Association for Computational Linguistics: NAACL 2025, Apr 2025, Albuquerque, United States. pp.5544-5556, ⟨10.18653/v1/2025.findings-naacl.307⟩ |
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DOLFIN - Document-Level Financial test set for Machine TranslationFindings of the Association for Computational Linguistics: NAACL 2025, Apr 2025, Albuquerque, United States. pp.5544-5556, ⟨10.18653/v1/2025.findings-naacl.307⟩ |
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Beyond Static Emotions: Leveraging Multitask Learning to Model Dynamics of Dimensional Affect in Speech28th International Conference on Text, Speech and Dialogue, Aug 2025, Erlangen-Nürnberg, Germany. pp.109-120, ⟨10.1007/978-3-032-02548-7_10⟩ |
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Jargon: A Suite of Language Models and Evaluation Tasks for French Specialized DomainsLREC-COLING 2024 - Joint International Conference on Computational Linguistics, Language Resources and Evaluation, May 2024, Turin, Italy. pp.9463-9476 |
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AN ANALYSIS OF LINEAR COMPLEXITY ATTENTION SUBSTITUTES WITH BEST-RQSpoken Language Technoloby Workshop, Dec 2024, Macao, China |
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Encoding Sentence Position in Context-Aware Neural Machine Translation with ConcatenationThe Fourth Workshop on Insights from Negative Results in NLP, May 2023, Dubrovnik, Croatia. pp.33-44, ⟨10.18653/v1/2023.insights-1.4⟩ |
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An Empirical Analysis of Task Relations in the Multi-Task Annotation of an Arabizi CorpusConference on Language, Data and Knowledge, Sep 2023, Vienna, Austria |
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The MAKE-NMTViz System Description for the WMT23 Literary TaskProceedings of the Eighth Conference on Machine Translation, Dec 2023, Singapore, France. pp.287-295, ⟨10.18653/v1/2023.wmt-1.30⟩ |
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TArC: Tunisian Arabish Corpus First complete release13th Conference on Language Resources and Evaluation (LREC 2022), Jun 2022, Marseille, France |
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Focused Concatenation for Context-Aware Neural Machine TranslationConference on Machine Translation, Association for Computational Linguistics, Dec 2022, Abu Dhabi, United Arab Emirates. pp.830-842 |
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LeBenchmark, un référentiel d'évaluation pour le français oral *34e Journées d'étude sur la parole JEP 2022, Jun 2022, île de Noirmoutier, France |
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Vers la compréhension automatique de la parole bout-en-bout à moindre effortTraitement Automatique des Langues Naturelles (TALN), Jun 2022, Avignon, France |
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Modèles neuronaux pré-appris par auto-supervision sur des enregistrements de parole en françaisJEP 2022, Jun 2022, île de Noirmoutier, France |
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Divide and Rule: Effective Pre-Training for Context-Aware Multi-Encoder Translation ModelsProceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), May 2022, Dublin, France. pp.4557-4572, ⟨10.18653/v1/2022.acl-long.312⟩ |
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Toward Low-Cost End-to-End Spoken Language UnderstandingInterspeech 2022, Sep 2022, Incheon, South Korea. pp.2728-2732, ⟨10.21437/Interspeech.2022-10702⟩ |
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Task Agnostic and Task Specific Self-Supervised Learning from Speech with LeBenchmarkThirty-fifth Conference on Neural Information Processing Systems ( NeurIPS 2021), Dec 2021, on-line, United States |
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Implémentation ouverte et étude de BEST-RQ pour le traitement de la parole35èmes Journées d'Étude de la Parole (JEP), Jul 2024, Toulouse, France. pp.412-420 |
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LeBenchmark: A Reproducible Framework for Assessing Self-Supervised Representation Learning from SpeechINTERSPEECH 2021: Conference of the International Speech Communication Association, Aug 2021, Brno, Czech Republic |
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A Data-Efficient End-to-End Spoken Language Understanding ArchitectureInternational Conference on Acoustics, Speech, and Signal Processing (ICASSP), May 2020, Barcellone, Spain |
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TArC: Incrementally and Semi-Automatically Collecting a Tunisian Arabish CorpusProceedings of the 12th Language Resources and Evaluation Conference, 2020, Jun 2020, Marseille, France |
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TArC Un corpus d'arabish tunisienTraitement Automatique des Langues Naturelles (TALN), Jun 2020, Nancy, France |
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Multi-Task Sequence Prediction For Tunisian Arabizi Multi-Level AnnotationThe Fifth Arabic Natural Language Processing Workshop (WANLP), Dec 2020, Barcelone, Spain. pp.178-191 |
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TArC : Incrementally and Semi-Automatically Collecting a Tunisian arabish Corpus6e 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 2 : Traitement Automatique des Langues Naturelles, Jun 2020, Nancy, France. pp.232-240 |
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Seq2Biseq: Bidirectional Output-wise Recurrent Neural Networks for Sequence ModellingCICLing 2019 - 20th International Conference on Computational Linguistics and Intelligent Text Processing, Apr 2019, La Rochelle, France |
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Modèles neuronaux hybrides pour la modélisation de séquences : le meilleur de trois mondesTALN-RECITAL 2019 - 26ème Conférence sur le Traitement Automatique des Langues Naturelles, ATALA, Jul 2019, Toulouse, France |
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ANCOR-AS: Enriching the ANCOR Corpus with Syntactic AnnotationsLREC 2018 - 11th edition of the Language Resources and Evaluation Conference, May 2018, Miyazaki, Japan |
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Modélisation d'un contexte global d'étiquettes pour l'étiquetage de séquences dans les réseaux neuronaux récurrentsJournée commune AFIA-ATALA sur le Traitement Automatique des Langues et l’Intelligence Artificielle pendant la onzième édition de la plate-forme Intelligence Artificielle (PFIA 2018), Jul 2018, Nancy, France |
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Label-Dependencies Aware Recurrent Neural NetworksIntelligent Text Processing and Computational Linguistics (CICling), Apr 2017, Budapest, Hungary |
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Label-dependency coding in Simple Recurrent Networks for Spoken Language UnderstandingInterspeech, Aug 2017, Stockholm, Sweden |
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Apports des analyses syntaxiques pour la détection automatique de mentions dans un corpus de français oralTALN 2017, Association pour le Traitement Automatique des Langues (ATALA), Jun 2017, Orléans, France |
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Structured Named Entity Recognition by Cascading CRFsIntelligent Text Processing and Computational Linguistics (CICling), Apr 2017, Budapest, Hungary |
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Réseaux neuronaux profonds pour l'étiquetage de séquencesTraitement Automatique des Langues Naturelles (TALN), Jun 2017, Orléans, France |
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Domain Adaptation for Named Entity Recognition Using CRFsLREC 2016, May 2016, Portoroz, Slovenia |
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Understanding Social Media Texts with Minimum Human Effort on #TwitterLanguage and the new (instant) media (PLIN), May 2016, Louvain-la-Neuve, Belgium |
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Étude de réseaux de neurones récurrents pour l'étiquetage de séquencesTraitement Automatique des Langues Naturelles (TALN), Jul 2016, Paris, France |
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Coreference Resolution for French Oral Data: Machine Learning Experiments with ANCOR17th International Conference on Intelligent Text Processing and Computational Linguistics (CICLing'2016), Apr 2016, Konya, Turkey |
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New Recurrent Neural Network Variants for Sequence Labeling17th International Conference on Intelligent Text Processing and Computational Linguistics, Apr 2016, Konya, Turkey |
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Lattice: Data Adaptation for Named Entity Recognition on Tweets with Features-Rich CRFACL 2015 workshop WNUT, Jul 2015, Beijing, China |
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Étiquetage morpho-syntaxique de tweets avec des CRFTALN 2015, Jun 2015, Caen, France |
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Evaluation of Different Strategies for Domain Adaptation in Opinion MiningLanguage Resources Evaluation Conference (LREC), May 2014, Reykjavik, Iceland |
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LIMSI @ WMT'13Workshop on Statistical Machine Translation 2013 (WMT 13), Aug 2013, Sofia, Bulgaria. pp.62 - 69 |
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Résolution des coréférences dans des comptes rendus cliniques. Une expérimentation issue du défi i2b2/VA 2011RFIA 2012 (Reconnaissance des Formes et Intelligence Artificielle), Jan 2012, Lyon, France. pp.978-2-9539515-2-3 |
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Tree-Structured Named Entity Recognition on OCR Data: Analysis, Processing and ResultsLREC 2012 - 8th International Conference on Language Resources and Evaluation, May 2012, Istanbul, Turkey |
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Tree Representations in Probabilistic Models for Extended Named Entities DetectionEuropean Chapter of the Association for Computational Linguistics, Apr 2012, Avignon, France |
Méthodes pour l'archéologie linguistique : datation par combinaison d'indices temporelsDÉfi Fouille de Textes, Jul 2011, Montpellier, France |
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When was it written? Automatically Determining Publication DatesString Processing and Information Retrieval, Oct 2011, Pisa, Italy. pp. 221-236, ⟨10.1007/978-3-642-24583-1_22⟩ |
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Extraction automatique d'affixes pour la reconnaissance d'entités nommées chimiquesEGC, Jan 2016, Reims, France |
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Coreference Resolution for French Oral Data: Machine Learning Experiments with ANCORComputational Linguistics and Intelligent Text Processing., 9623, Springer International Publishing, pp.507-519, 2018, Lecture Notes in Computer Science, ⟨10.1007/978-3-319-75477-2_36⟩ |
Méthodes pour l’archéologie linguistique : datation par combinaison d’indices temporelsCyril Grouin; Dominic Forest. Expérimentations et évaluations en fouille de textes : Un panorama des campagnes DEFT, Hermes Lavoisier, pp.231-246, 2012, Systèmes d'information et organisations documentaires, 978-2746238367 |
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Hybrid Neural Models For Sequence Modelling: The Best Of Three Worlds2019 |
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Improving Recurrent Neural Networks For Sequence Labelling2016 |
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Divide and Rule: Training Context-Aware Multi-Encoder Translation Models with Little Resources2021 |
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Effective Spoken Language Labeling with Deep Recurrent Neural Networks2017 |