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OpenNMT: Open-Source Toolkit for Neural Machine Translation

2017-03-06
Guillaume Klein, Yoon Kim, Yuntian Deng, Jean Senellart, Alexander M. Rush

Abstract

We describe an open-source toolkit for neural machine translation (NMT). The toolkit prioritizes efficiency, modularity, and extensibility with the goal of supporting NMT research into model architectures, feature representations, and source modalities, while maintaining competitive performance and reasonable training requirements. The toolkit consists of modeling and translation support, as well as detailed pedagogical documentation about the underlying techniques.

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URL

https://arxiv.org/abs/1701.02810

PDF

https://arxiv.org/pdf/1701.02810


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