Lexical Translation Model Using a Deep Neural Network Architecture

28 Apr 2015Thanh-Le HaJan NiehuesAlex Waibel

In this paper we combine the advantages of a model using global source sentence contexts, the Discriminative Word Lexicon, and neural networks. By using deep neural networks instead of the linear maximum entropy model in the Discriminative Word Lexicon models, we are able to leverage dependencies between different source words due to the non-linearity... (read more)

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