Nematus: A toolkit for neural machine translation

Rico Sennrich, Orhan Firat, Kyunghyun Cho, Alexandra Birch, Barry Haddow, Julian Hitschler, Marcin Junczys-Dowmunt, Samuel Läubli, Antonio Valerio Miceli Barone, Jozef Mokry, Maria Nǎdejde

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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.

Original languageEnglish (US)
Title of host publication15th Conference of the European Chapter of the Association for Computational Linguistics, EACL 2017 - Proceedings of the Software Demonstrations
EditorsAnselmo Penas, Andre Martins
PublisherAssociation for Computational Linguistics (ACL)
Pages65-68
Number of pages4
ISBN (Electronic)9781510838604
DOIs
StatePublished - 2017
EventSoftware Demonstrations at the 15th Conference of the European Chapter of the Association for Computational Linguistics, EACL 2017 - Valencia, Spain
Duration: Apr 3 2017Apr 7 2017

Publication series

Name15th Conference of the European Chapter of the Association for Computational Linguistics, EACL 2017 - Proceedings of the Software Demonstrations

Other

OtherSoftware Demonstrations at the 15th Conference of the European Chapter of the Association for Computational Linguistics, EACL 2017
CountrySpain
CityValencia
Period4/3/174/7/17

ASJC Scopus subject areas

  • Language and Linguistics
  • Linguistics and Language

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  • Cite this

    Sennrich, R., Firat, O., Cho, K., Birch, A., Haddow, B., Hitschler, J., Junczys-Dowmunt, M., Läubli, S., Barone, A. V. M., Mokry, J., & Nǎdejde, M. (2017). Nematus: A toolkit for neural machine translation. In A. Penas, & A. Martins (Eds.), 15th Conference of the European Chapter of the Association for Computational Linguistics, EACL 2017 - Proceedings of the Software Demonstrations (pp. 65-68). (15th Conference of the European Chapter of the Association for Computational Linguistics, EACL 2017 - Proceedings of the Software Demonstrations). Association for Computational Linguistics (ACL). https://doi.org/10.18653/v1/e17-3017