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arXiv:1701.02810cs.CL

OpenNMT: Open-Source Toolkit for Neural Machine Translation

Guillaume Klein, Yoon Kim, Yuntian Deng, Jean Senellart, Alexander M. Rush

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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.

arXiv comments
Report for http://opennmt.net
Journal reference
DOI
Subjects
cs.CLComputation and Language cs.AIArtificial Intelligence cs.NENeural and Evolutionary Computing

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