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	The 15th Conference of the European Chapter of the Association for Computational Linguistics - Valencia, Spain Duration: 3 Apr 2017 → 7 Apr 2017

Conference

Conference	The 15th Conference of the European Chapter of the Association for Computational Linguistics
Abbreviated title	EACL 2017
Country/Territory	Spain
City	Valencia
Period	3/04/17 → 7/04/17

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)

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

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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 = "The 15th Conference of the European Chapter of the Association for Computational Linguistics, EACL 2017 ; Conference date: 03-04-2017 Through 07-04-2017",

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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, The 15th Conference of the European Chapter of the Association for Computational Linguistics, 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 et al.
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

TY - GEN

T1 - Nematus: a Toolkit for Neural Machine Translation

AU - Sennrich, Rico

AU - Firat, Orhan

AU - Cho, Kyunghyun

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

PY - 2017/4/7

Y1 - 2017/4/7

N2 - 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.

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.

U2 - 10.18653/v1/E17-3017

DO - 10.18653/v1/E17-3017

M3 - Conference contribution

SN - 978-1-945626-34-0

SP - 65

EP - 68

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)

CY - Valencia, Spain

T2 - The 15th Conference of the European Chapter of the Association for Computational Linguistics

Y2 - 3 April 2017 through 7 April 2017

ER -

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 doi: 10.18653/v1/E17-3017

Nematus: a Toolkit for Neural Machine Translation

Abstract

Conference

Access to Document

Fingerprint

Projects

SUMMA - Scalable Understanding of Mulitingual Media

QT21: Quality Translation 21

Translation for Massive Open Online Courses- TraMooc

Profiles

Barry Haddow

Cite this