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All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year Sort by creator [A → Z]' creator [Z → A]' publishing year ↑ (asc)' publishing year ↓ (desc)' title [A → Z]' title [Z → A]' Simple Search Page: 1 2 3 4 5...8 Hits 1 – 20 of 153 1 European Language Equality - Report on the French Language Adda, Gilles; Braffort, Annelies; Vasilescu, Ioana... In: https://hal.archives-ouvertes.fr/hal-03637776 ; [Research Report] CNRS - LISN. 2022 (2022) BASE Show details 2 Le modèle Transformer: un « couteau suisse » pour le traitement automatique des langues Yvon, François In: Techniques de l'Ingenieur ; https://hal.archives-ouvertes.fr/hal-03619077 ; Techniques de l'Ingenieur, Techniques de l'ingénieur, 2022, ⟨10.51257/a-v1-in195⟩ ; https://www.techniques-ingenieur.fr/base-documentaire/innovation-th10/innovations-en-electronique-et-tic-42257210/transformer-des-reseaux-de-neurones-pour-le-traitement-automatique-des-langues-in195/ (2022) Abstract: This paper presents an overview of the state of the art in natural language processing, exploring one specific computational architecture, the Transformer model, which plays a central role in a wide range of applications. This architecture condenses many advances in neural learning methods and can be exploited in many ways : to learn representations for linguistic entities ; to generate coherent utterances and answer questions; to perform utterance transformations, an illustration being their automatic translation. These different facets of the architecture will be successively presented, which will also allow us to discuss its limitations. ; Cet article présente un survol de l’état de l’art en traitement automatique des langues, en explorant une architecture computationnelle, le modèle Transformer, qui joue un rôle central dans une large gamme d’applications. Cette architecture condense de nombreuses avancées des méthodes d’apprentissage neuronales et peut être exploitée de multiples manières : pour apprendre à représenter les entités linguistiques ; pour générer des énoncés cohérents et répondre à des questions ; pour réaliser des transformations des énoncés, une illustration étant leur traduction automatique. Ces différentes facettes de l’architecture seront successivement présentées, ce qui permettra également d’évoquer ses limitations. Keyword: [INFO.INFO-TT]Computer Science [cs]/Document and Text Processing; Apprentissage Automatique; Language Models; Machine Learning; Modèles de Langues; Natural Language Processing; Neural Machine Translation; Traduction automatique neuronale; Traitement Automatique des Langues URL: https://doi.org/10.51257/a-v1-in195 https://hal.archives-ouvertes.fr/hal-03619077/file/Transformers.pdf https://hal.archives-ouvertes.fr/hal-03619077/document https://hal.archives-ouvertes.fr/hal-03619077 BASE Hide details 3 Graph Neural Networks for Multiparallel Word Alignment ... Imani, Ayyoob; Şenel, Lütfi Kerem; Sabet, Masoud Jalili. - : arXiv, 2022 BASE Show details 4 LIMSI @ WMT’14 Medical Translation Task Yvon, François; Do, Quoc Khanh; Lavergne, Thomas. - : Association for Computational Linguistics, 2022 BASE Show details 5 Optimizing Word Alignments with Better Subword Tokenization Ngo Ho, Anh Khoa; Yvon, François In: The 18th biennial conference of the International Association of Machine Translation ; https://hal.archives-ouvertes.fr/hal-03322842 ; The 18th biennial conference of the International Association of Machine Translation, Aug 2021, Miami (virtual), United States (2021) BASE Show details 6 Gender Bias in Neural Translation: a preliminary study ; Biais de genre dans un système de traduction automatique neuronale : une étude préliminaire Wisniewski, Guillaume; Zhu, Lichao; Ballier, Nicolas... In: Actes de la 28e Conférence sur le Traitement Automatique des Langues Naturelles. Volume 1 : conférence principale ; Traitement Automatique des Langues Naturelles ; https://hal.archives-ouvertes.fr/hal-03265895 ; Traitement Automatique des Langues Naturelles, 2021, Lille, France. pp.11-25 ; https://talnrecital2021.inria.fr/ (2021) BASE Show details 7 Screening Gender Transfer in Neural Machine Translation Wisniewski, Guillaume; Zhu, Lichao; Ballier, Nicolas... In: Proceedings of the Fourth BlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLP, ; Fourth BlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLP ; https://hal.archives-ouvertes.fr/hal-03424174 ; Fourth BlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLP, Association for computational linguistics, Nov 2021, Punta Cana, Dominica ; https://blackboxnlp.github.io/ (2021) BASE Show details 8 Graph Algorithms for Multiparallel Word Alignment Imani, Ayyoob; Sabet, Masoud,; Keremşenel, Lütfi... In: Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing ; The 2021 Conference on Empirical Methods in Natural Language Processing ; https://hal.archives-ouvertes.fr/hal-03424044 ; The 2021 Conference on Empirical Methods in Natural Language Processing, Association for Computational Linguistics, Nov 2021, Punta Cana, Dominica ; https://2021.emnlp.org/ (2021) BASE Show details 9 Can You Traducir This? Machine Translation for Code-Switched Input Xu, Jitao; Yvon, François In: Workshop on Computational Approaches to Linguistic Code Switching ; https://hal.archives-ouvertes.fr/hal-03218889 ; Workshop on Computational Approaches to Linguistic Code Switching, Association for Computational Linguistics, Jun 2021, Online, United States (2021) BASE Show details 10 One Source, Two Targets: Challenges and Rewards of Dual Decoding Xu, Jitao; Yvon, François In: Conference on Empirical Methods in Natural Language Processing ; https://hal.archives-ouvertes.fr/hal-03345478 ; Conference on Empirical Methods in Natural Language Processing, Nov 2021, Online and Punta Cana, Dominican Republic ; https://2021.emnlp.org/ (2021) BASE Show details 11 LISN @ WMT 2021 Xu, Jitao; Abdul Rauf, Sadaf; Pham, Minh Quang... In: Proceedings of the Sixth Conference on Machine Translation (WMT), ; 6th Conference on Statistical Machine Translation ; https://hal.archives-ouvertes.fr/hal-03430610 ; 6th Conference on Statistical Machine Translation, Association for Computational Linguistics, Nov 2021, Punta Cuna, Dominica ; http://statmt.org/wmt21/program.html (2021) BASE Show details 12 Segmentation en mots faiblement supervisée pour la documentation automatique des langues OKABE, Shu; Yvon, François; Besacier, Laurent In: https://hal.archives-ouvertes.fr/hal-03477475 ; 2021 (2021) BASE Show details 13 Revisiting Multi-Domain Machine Translation Pham, Minh Quang; Crego, Josep-Maria; Yvon, François In: EISSN: 2307-387X ; Transactions of the Association for Computational Linguistics ; https://hal.archives-ouvertes.fr/hal-03159744 ; Transactions of the Association for Computational Linguistics, The MIT Press, 2021, 9, pp.17-35. ⟨10.1162/tacl_a_00351⟩ (2021) BASE Show details 14 Revisiting Multi-Domain Machine Translation Pham, Minh Quang; Crego, Josep-Maria; Yvon, François In: EISSN: 2307-387X ; Transactions of the Association for Computational Linguistics ; https://hal.archives-ouvertes.fr/hal-03159743 ; Transactions of the Association for Computational Linguistics, The MIT Press, 2021, 9, pp.17-35 (2021) BASE Show details 15 Can You Traducir This? Machine Translation for Code-Switched Input ... Xu, Jitao; Yvon, François. - : arXiv, 2021 BASE Show details 16 Graph Algorithms for Multiparallel Word Alignment ... Imani, Ayyoob; Sabet, Masoud Jalili; Şenel, Lütfi Kerem. - : arXiv, 2021 BASE Show details 17 One Source, Two Targets: Challenges and Rewards of Dual Decoding ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Xu, Jitao; Yvon, François. - : Underline Science Inc., 2021 BASE Show details 18 Graph Algorithms for Multiparallel Word Alignment ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; ., Hinrich; Imanigooghari, Ayyoob. - : Underline Science Inc., 2021 BASE Show details 19 Generative latent neural models for automatic word alignment NGO HO, Anh Khoa; Yvon, François In: Association for Machine Translation in the Americas ; https://hal.archives-ouvertes.fr/hal-02949042 ; Association for Machine Translation in the Americas, Oct 2020, Miami, Florida, United States. pp.64-77 ; https://amtaweb.org/amta-2020-conference-program-and-registration-are-available/ (2020) BASE Show details 20 Using lexical and terminological resources in neural machine translation ; Utilisation de ressources lexicales et terminologiques en traduction neuronale Yvon, François; Abdul Rauf, Sadaf In: https://hal.archives-ouvertes.fr/hal-02895535 ; [Rapport de recherche] 2020-001, LIMSI-CNRS. 2020, 56 p (2020) BASE Show details Page: 1 2 3 4 5...8

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