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Nematus: a Toolkit for Neural Machine Translation


Sennrich, Rico; Firat, Orhan; Cho, Kyunghyun; Birch, Alexandra; Haddow, Barry; Hitschler, Julian; Junczys-Dowmunt, Marcin; Läubli, Samuel; Miceli Barone, Antonio Valerio; Mokry, Jozef; Nadejde, Maria (2017). Nematus: a Toolkit for Neural Machine Translation. In: Proceedings of the Software Demonstrations of the 15th Conference of the European Chapter of the Association for Computational Linguistics (EACL), Valencia, Spain, 3 April 2017 - 7 April 2017, 65-68.

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.

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.

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7 citations in Scopus®
64 citations in Microsoft Academic
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46 downloads since deposited on 03 Oct 2017
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Additional indexing

Item Type:Conference or Workshop Item (Paper), refereed, original work
Communities & Collections:06 Faculty of Arts > Institute of Computational Linguistics
Dewey Decimal Classification:000 Computer science, knowledge & systems
410 Linguistics
Language:English
Event End Date:7 April 2017
Deposited On:03 Oct 2017 14:07
Last Modified:26 Apr 2018 07:28
Publisher:Association for Computational Linguistics
OA Status:Green
Free access at:Official URL. An embargo period may apply.
Official URL:http://aclweb.org/anthology/E17-3017.pdf
Project Information:
  • : FunderH2020
  • : Grant ID645452
  • : Project TitleQT21 - QT21: Quality Translation 21
  • : FunderH2020
  • : Grant ID644333
  • : Project TitleTraMOOC - Translation for Massive Open Online Courses
  • : FunderH2020
  • : Grant ID644402
  • : Project TitleHimL - Health in my Language
  • : FunderH2020
  • : Grant ID688139
  • : Project TitleSUMMA - Scalable Understanding of Multilingual Media

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