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Hits 1 – 4 of 4
1
Addressing data sparsity for neural machine translation between morphologically rich languages [<Journal>]
García-Martínez, Mercedes
[Verfasser];
Aransa, Walid
[Verfasser];
Bougares, Fethi
[Verfasser].
DNB Subject Category Language
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2
NMTPY: A Flexible Toolkit for Advanced Neural Machine Translation Systems
Caglayan, Ozan
;
Garcia-Martinez, Mercedes
;
Bardet, Adrien
;
Aransa, Walid
;
Bougares, Fethi
;
Barrault, Loïc
In: ISSN: 1804-0462 ; The Prague Bulletin of Mathematical Linguistics ; https://hal-univ-lemans.archives-ouvertes.fr/hal-01647873 ; The Prague Bulletin of Mathematical Linguistics, Univerzita Karlova v Praze, 2017, 109 (1), ⟨10.1515/pralin-2017-0035⟩ (2017)
Abstract:
International audience ; In this paper, we present nmtpy, a flexible Python toolkit based on Theano for training Neu-ral Machine Translation and other neural sequence-to-sequence architectures. nmtpy decouples the specification of a network from the training and inference utilities to simplify the addition of a new architecture and reduce the amount of boilerplate code to be written. nmtpy has been used for LIUM's top-ranked submissions to WMT Multimodal Machine Translation and News Translation tasks in 2016 and 2017.
Keyword:
[INFO.INFO-TT]Computer Science [cs]/Document and Text Processing
URL:
https://doi.org/10.1515/pralin-2017-0035
https://hal-univ-lemans.archives-ouvertes.fr/hal-01647873
https://hal-univ-lemans.archives-ouvertes.fr/hal-01647873/file/%5BThe%20Prague%20Bulletin%20of%20Mathematical%20Linguistics%5D%20NMTPY%20A%20Flexible%20Toolkit%20for%20Advanced%20Neural%20Machine%20Translation%20Systems.pdf
https://hal-univ-lemans.archives-ouvertes.fr/hal-01647873/document
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3
NMTPY: A Flexible Toolkit for Advanced Neural Machine Translation Systems
Caglayan Ozan
;
García-Martínez Mercedes
;
Bardet Adrien
...
In: Prague Bulletin of Mathematical Linguistics , Vol 109, Iss 1, Pp 15-28 (2017) (2017)
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4
From Arabic user-generated content to machine translation: integrating automatic error correction
Way, Andy
;
Lohar, Pintu
;
Aransa, Walid
...
In: Afli, Haithem orcid:0000-0002-7449-4707 , Aransa, Walid, Lohar, Pintu and Way, Andy orcid:0000-0001-5736-5930 (2016) From Arabic user-generated content to machine translation: integrating automatic error correction. In: 17th International Conference on Intelligent Text Processing and Computational Linguistics, 3–9 Apr 2016, Konya, Turkey. (2016)
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