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Le modèle Transformer: un « couteau suisse » pour le traitement automatique des langues
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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)
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On Multi-domain Sentence Level Sentiment Analysis for Roman Urdu ...
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Generative Imagination Elevates Machine Translation ...
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Abstract:
Read the paper on the folowing link: https://www.aclweb.org/anthology/2021.naacl-main.457/ Abstract: There are common semantics shared across text and images. Given a sentence in a source language, whether depicting the visual scene helps translation into a target language? Existing multimodal neural machine translation methods (MNMT) require triplets of bilingual sentence - image for training and tuples of source sentence - image for inference. In this paper, we propose imagiT, a novel machine translation method via visual imagination. ImagiT first learns to generate visual representation from the source sentence, and then utilizes both source sentence and the ``imagined representation'' to produce a target translation. Unlike previous methods, it only needs the source sentence at the inference time. Experiments demonstrate that imagiT benefits from visual imagination and significantly outperforms the text-only neural machine translation baselines. Further analysis reveals that the imagination process in ...
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Keyword:
Artificial Intelligence; Computer Science and Engineering; Intelligent System; Machine Learning; Natural Language Processing
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URL: https://underline.io/lecture/19765-generative-imagination-elevates-machine-translation https://dx.doi.org/10.48448/zv7r-dz88
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Multilingual Email Zoning - Segmenting Multilingual Email Text Into Zones
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ISL-CSLTR: Indian Sign Language Dataset for Continuous Sign Language Translation and Recognition ...
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Content4All Open Research Sign Language Translation Datasets ...
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ISL-CSLTR: Indian Sign Language Dataset for Continuous Sign Language Translation and Recognition ...
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Identity-Based Patterns in Deep Convolutional Networks: Generative Adversarial Phonology and Reduplication ...
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A Codicological and Linguistic Typology of Common Torah Codices from the Cairo Genizah ...
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Rule-based Morphological Inflection Improves Neural Terminology Translation ...
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Translating Headers of Tabular Data: A Pilot Study of Schema Translation ...
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A Prototype Free/Open-Source Morphological Analyser and Generator for Sakha ...
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