preprint
Open access
OpenNMT: Neural Machine Translation Toolkit
Research footprint
At a glance
- Citations
- 51
- References
- 30
- Comments
- 0
Paper overview
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.
Record transparency
Publication details
- DOI
- 10.48550/arxiv.1805.11462
- OpenAlex
- W2805430026
- Document type
- preprint
- Language
- EN
- Source
- arXiv (Cornell University)
- Last metadata update
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