Exploiting Similarities among Languages for Machine Translation

17 Sep 2013Tomas Mikolov • Quoc V. Le • Ilya Sutskever

Dictionaries and phrase tables are the basis of modern statistical machine translation systems. This paper develops a method that can automate the process of generating and extending dictionaries and phrase tables. Our method can translate missing word and phrase entries by learning language structures based on large monolingual data and mapping between languages from small bilingual data.

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