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Nematus: a Toolkit for Neural Machine Translation

Computation and Language 2017-03-14 v1
Authors: Rico Sennrich , Orhan Firat , Kyunghyun Cho , Alexandra Birch , Barry Haddow , Julian Hitschler , Marcin Junczys-Dowmunt , Samuel Läubli , Antonio Valerio Miceli Barone , Jozef Mokry , Maria Nădejde
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Abstract

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.

Keywords

neural machine translation machine translation

Cite

@article{arxiv.1703.04357,
  title  = {Nematus: a Toolkit for Neural Machine Translation},
  author = {Rico Sennrich and Orhan Firat and Kyunghyun Cho and Alexandra Birch and Barry Haddow and Julian Hitschler and Marcin Junczys-Dowmunt and Samuel Läubli and Antonio Valerio Miceli Barone and Jozef Mokry and Maria Nădejde},
  journal= {arXiv preprint arXiv:1703.04357},
  year   = {2017}
}

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