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Kittajafr-v2baseline-2.0.1
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In: https://hal.archives-ouvertes.fr/hal-03503325 ; 2021 (2021)
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Abstract:
Description of the kittajafr-v2-2.0.1 ; This guide presents KittajaFr-v2. It is a set of free resources and tools frequently used in machine translation, to build a Transformer model to translate from Japanese into French. The corpus contains 2,5M aligned segments. Score BLEU is between 13,5 et 11,5. ; Ce guide présente le kit kittajafr-v2baseline. Il s'agit d'un ensemble de ressources et d'outils libres couramment utilisés en traduction automatique, permettant d'entraîner un modèle Transformer de traduction neuronale du japonais vers le français. Le corpus contient 2,5M de segments alignés de qualité variable. La segmentation (sentencePiece) du vocabulaire est fixée à 16K mots pour chaque langue et les embeddings sont de 256. Les scores BLEU se situent vers 13,5 et 11,5 (on dispose aussi des scores chrF). Le kittjafr-v2 fait suite à la version v1, qui permettait de construire un très petit modèle (score BLEU 3 et 7).
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Keyword:
[INFO.INFO-OH]Computer Science [cs]/Other [cs.OH]; [SHS.LANGUE]Humanities and Social Sciences/Linguistics; French; Japanese; Machine translation; Natural language Processing
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URL: https://hal.archives-ouvertes.fr/hal-03503325
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Revisiting Multi-Domain Machine Translation
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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)
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Revisiting Multi-Domain Machine Translation
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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)
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Kittajafr-v1-1.0.0
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In: https://hal.archives-ouvertes.fr/hal-03172321 ; 2021 (2021)
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Machine translation literacy : a panorama of practices at Swiss universities and implications for language teaching ...
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Re-framing conceptual metaphor translation research in the age of neural machine translation : investigating translators’ added value with products and processes ...
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Massey, Gary. - : Peoples' Friendship University of Russia, 2021
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Automatic Verification Tool - SSHOC Service Catalogue's Factsheets Series ...
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Automatic Verification Tool - SSHOC Service Catalogue's Factsheets Series ...
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WMT21 Marian translation model (ca-oc)
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Jon, Josef. - : Charles University, Faculty of Mathematics and Physics, Institute of Formal and Applied Linguistics (UFAL), 2021
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Translation Models (en-ru) (v1.0)
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Variš, Dušan. - : Charles University, Faculty of Mathematics and Physics, Institute of Formal and Applied Linguistics (UFAL), 2021
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