Corpus ID: 211066603

A Multilingual View of Unsupervised Machine Translation

@article{Garca2020AMV,
  title={A Multilingual View of Unsupervised Machine Translation},
  author={Xavier Garc{\'i}a and Pierre For{\^e}t and Thibault Sellam and Ankur P. Parikh},
  journal={ArXiv},
  year={2020},
  volume={abs/2002.02955}
}
  • Xavier García, Pierre Forêt, +1 author Ankur P. Parikh
  • Published 2020
  • Computer Science
  • ArXiv
  • We present a probabilistic framework for multilingual neural machine translation that encompasses supervised and unsupervised setups, focusing on unsupervised translation. In addition to studying the vanilla case where there is only monolingual data available, we propose a novel setup where one language in the (source, target) pair is not associated with any parallel data, but there may exist auxiliary parallel data that contains the other. This auxiliary data can naturally be utilized in our… CONTINUE READING

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