A Theory of Unsupervised Translation Motivated by Understanding Animal Communication

Neural Information Processing Systems 

Neural networks are capable of translating between languages--in some cases even between two languages where there is little or no access to parallel translations, in what is known as Unsupervised Machine Translation (UMT).

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