Nematus: a Toolkit for Neural Machine Translation

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

doi:10.18653/v1/E17-3017

Nematus: a Toolkit for Neural Machine Translation

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

Research output: Chapter in Book/Report/Conference proceeding › Conference 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 language	English
Title of host publication	Proceedings of the Software Demonstrations of the 15th Conference of the European Chapter of the Association for Computational Linguistics
Place of Publication	Valencia, Spain
Publisher	Association for Computational Linguistics (ACL)
Pages	65-68
Number of pages	4
ISBN (Print)	978-1-945626-34-0
DOIs	https://doi.org/10.18653/v1/E17-3017
Publication status	Published - 7 Apr 2017
Event	15th EACL 2017 Software Demonstrations - Valencia, Spain Duration: 3 Apr 2017 → 7 Apr 2017 http://eacl2017.org/ http://eacl2017.org/index.php

Conference

Conference	15th EACL 2017 Software Demonstrations
Abbreviated title	EACL 2017
Country/Territory	Spain
City	Valencia
Period	3/04/17 → 7/04/17
Internet address	http://eacl2017.org/ http://eacl2017.org/index.php

Access to Document

10.18653/v1/E17-3017Licence: Creative Commons: Attribution (CC-BY)

nematusAccepted author manuscript, 245 KB
E17-3017Final published version, 159 KBLicence: Creative Commons: Attribution (CC-BY)

4 Finished

SUMMA - Scalable Understanding of Mulitingual Media
Renals, S., Birch-Mayne, A. & Cohen, S.
EU government bodies
1/02/16 → 31/01/19
Project: Research
QT21: Quality Translation 21
Koehn, P., Haddow, B. & Huck, M.
EU government bodies
1/02/15 → 31/01/18
Project: Research
Translation for Massive Open Online Courses- TraMooc
Koehn, P. & Birch-Mayne, A.
EU government bodies
1/02/15 → 31/01/18
Project: Research

Barry Haddow
- bhaddowinf.ed.acuk
- School of Informatics - Senior Research Fellow
- Institute of Language, Cognition and Computation
- Language, Interaction and Robotics
Person: Academic: Research Active (Research Assistant)

Cite this

Sennrich, R., Firat, O., Cho, K., Birch-Mayne, A., Haddow, B., Hitschler, J., Junczys-Dowmunt, M., Läubli, S., Miceli Barone, A. V., Mokry, J., & Nadejde, M. (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 (pp. 65-68). Association for Computational Linguistics (ACL). https://doi.org/10.18653/v1/E17-3017

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

@inproceedings{115cdfe3231e4c87929ee55787916b26,

title = "Nematus: a Toolkit for Neural Machine Translation",

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.",

author = "Rico Sennrich and Orhan Firat and Kyunghyun Cho and Alexandra Birch-Mayne and Barry Haddow and Julian Hitschler and Marcin Junczys-Dowmunt and Samuel L{\"a}ubli and {Miceli Barone}, {Antonio Valerio} and Jozef Mokry and Maria Nadejde",

year = "2017",

month = apr,

day = "7",

doi = "10.18653/v1/E17-3017",

language = "English",

isbn = "978-1-945626-34-0",

pages = "65--68",

booktitle = "Proceedings of the Software Demonstrations of the 15th Conference of the European Chapter of the Association for Computational Linguistics",

publisher = "Association for Computational Linguistics (ACL)",

note = "15th EACL 2017 Software Demonstrations, EACL 2017 ; Conference date: 03-04-2017 Through 07-04-2017",

url = "http://eacl2017.org/, http://eacl2017.org/index.php",

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Sennrich, R, Firat, O, Cho, K, Birch-Mayne, A , Haddow, B, Hitschler, J, Junczys-Dowmunt, M, Läubli, S, Miceli Barone, AV, Mokry, J & Nadejde, M 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. Association for Computational Linguistics (ACL), Valencia, Spain , pp. 65-68, 15th EACL 2017 Software Demonstrations, Valencia, Spain, 3/04/17. https://doi.org/10.18653/v1/E17-3017

Nematus: a Toolkit for Neural Machine Translation. / Sennrich, Rico; Firat, Orhan ; Cho, Kyunghyun ; Birch-Mayne, Alexandra ; Haddow, Barry; Hitschler, Julian ; Junczys-Dowmunt, Marcin; Läubli, Samuel; Miceli Barone, Antonio Valerio ; Mokry, Jozef; Nadejde, Maria.

Proceedings of the Software Demonstrations of the 15th Conference of the European Chapter of the Association for Computational Linguistics. Valencia, Spain : Association for Computational Linguistics (ACL), 2017. p. 65-68.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

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AU - Firat, Orhan

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AU - Birch-Mayne, Alexandra

AU - Haddow, Barry

AU - Hitschler, Julian

AU - Junczys-Dowmunt, Marcin

AU - Läubli, Samuel

AU - Miceli Barone, Antonio Valerio

AU - Mokry, Jozef

AU - Nadejde, Maria

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AB - 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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DO - 10.18653/v1/E17-3017

M3 - Conference contribution

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BT - Proceedings of the Software Demonstrations of the 15th Conference of the European Chapter of the Association for Computational Linguistics

PB - Association for Computational Linguistics (ACL)

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Sennrich R, Firat O, Cho K, Birch-Mayne A , Haddow B, Hitschler J et al. 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. Valencia, Spain : Association for Computational Linguistics (ACL). 2017. p. 65-68 https://doi.org/10.18653/v1/E17-3017

Nematus: a Toolkit for Neural Machine Translation

Abstract

Conference

Access to Document

Projects

SUMMA - Scalable Understanding of Mulitingual Media

QT21: Quality Translation 21

Translation for Massive Open Online Courses- TraMooc

Profiles

Barry Haddow

Cite this