Nematus: a Toolkit for Neural Machine Translation
About
We present Nematus, a toolkit for Neural Machine Translation. The toolkit prioritizes high translation accuracy, usability, and extensibility. Nematus has been used to build top-performing submissions to shared translation tasks at WMT and IWSLT, and has been used to train systems for production environments.
Rico Sennrich, Orhan Firat, Kyunghyun Cho, Alexandra Birch, Barry Haddow, Julian Hitschler, Marcin Junczys-Dowmunt, Samuel L\"aubli, Antonio Valerio Miceli Barone, Jozef Mokry, Maria N\u{a}dejde• 2017
Related benchmarks
| Task | Dataset | Result | Rank | |
|---|---|---|---|---|
| Machine Translation (De-En) | news 2017 (dev) | BLEU30.53 | 4 | |
| Machine Translation (En-De) | news 2017 (dev) | BLEU Score22.35 | 4 | |
| Machine Translation (En-Lv) | news 2017 (dev) | BLEU13.8 | 4 | |
| Machine Translation (Lv-En) | news 2017 (dev) | BLEU12.64 | 4 |
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