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Papers/Neural Machine Translation

Neural Machine Translation

Philipp Koehn

2017-09-22Machine TranslationTranslation
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Abstract

Draft of textbook chapter on neural machine translation. a comprehensive treatment of the topic, ranging from introduction to neural networks, computation graphs, description of the currently dominant attentional sequence-to-sequence model, recent refinements, alternative architectures and challenges. Written as chapter for the textbook Statistical Machine Translation. Used in the JHU Fall 2017 class on machine translation.

Results

TaskDatasetMetricValueModel
Machine Translation20NEWS1-of-100 Accuracy5tensorflow/tensor2tensor

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