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Apr, 2018
神经机器翻译中的回译研究
Investigating Backtranslation in Neural Machine Translation
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Alberto Poncelas, Dimitar Shterionov, Andy Way, Gideon Maillette de Buy Wenniger, Peyman Passban
TL;DR
本研究探讨了使用回译数据对NMT模型性能的影响,通过逐步增加回译数据来训练一系列以德语为源语言,以英语为目标语言的NMT系统,并分析了相应的翻译绩效。
Abstract
A prerequisite for training
corpus-based machine translation
(MT) systems -- either Statistical MT (SMT) or
neural mt
(NMT) -- is the availability of high-quality parallel data. This is arguably more important to
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