Low Resource Machine Translation

Shriphani Palakodety,Ashiqur R. KhudaBukhsh, Guha Jayachandran

SpringerBriefs in Computer Science（2021）

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摘要

We discuss the burgeoning field of unsupervised machine translation, where words and phrases are translated between languages without any parallel corpora. We discuss popular methods, and applications to low-resource settings. We further investigate the application of polyglot training to this field and present new promising directions for unsupervised machine translation.

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关键词

Machine translation, Word by word translation, Unsupervised machine translation, Polyglot document embedding

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