OpenNMT: Neural Machine Translation Toolkit
May 28, 2018 ยท Declared Dead ยท ๐ Conference of the Association for Machine Translation in the Americas
"No code URL or promise found in abstract"
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Authors
Guillaume Klein, Yoon Kim, Yuntian Deng, Vincent Nguyen, Jean Senellart, Alexander M. Rush
arXiv ID
1805.11462
Category
cs.CL: Computation & Language
Citations
130
Venue
Conference of the Association for Machine Translation in the Americas
Last Checked
3 months ago
Abstract
OpenNMT is an open-source toolkit for neural machine translation (NMT). The system 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. OpenNMT has been used in several production MT systems, modified for numerous research papers, and is implemented across several deep learning frameworks.
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