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OpenNMT: Open-Source Toolkit for Neural Machine Translation

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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.

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Publication details

DOI
10.18653/v1/p17-4012
OpenAlex
W2574872930
Document type
conference-paper
Language
EN
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