GTCOM Neural Machine Translation Systems for WMT21

Chao Bei; Hao Zong

GTCOM Neural Machine Translation Systems for WMT21

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Abstract

This paper describes the Global Tone Communication Co., Ltd.’s submission of the WMT21 shared news translation task. We participate in six directions: English to/from Hausa, Hindi to/from Bengali and Zulu to/from Xhosa. Our submitted systems are unconstrained and focus on multilingual translation odel, backtranslation and forward-translation. We also apply rules and language model to filter monolingual, parallel sentences and synthetic sentences.

Anthology ID:: 2021.wmt-1.3
Volume:: Proceedings of the Sixth Conference on Machine Translation
Month:: November
Year:: 2021
Address:: Online
Editors:: Loic Barrault, Ondrej Bojar, Fethi Bougares, Rajen Chatterjee, Marta R. Costa-jussa, Christian Federmann, Mark Fishel, Alexander Fraser, Markus Freitag, Yvette Graham, Roman Grundkiewicz, Paco Guzman, Barry Haddow, Matthias Huck, Antonio Jimeno Yepes, Philipp Koehn, Tom Kocmi, Andre Martins, Makoto Morishita, Christof Monz
Venue:: WMT
SIG:: SIGMT
Publisher:: Association for Computational Linguistics
Note:
Pages:: 100–103
Language:
URL:: https://aclanthology.org/2021.wmt-1.3/
DOI:
Bibkey:
Cite (ACL):: Chao Bei and Hao Zong. 2021. GTCOM Neural Machine Translation Systems for WMT21. In Proceedings of the Sixth Conference on Machine Translation, pages 100–103, Online. Association for Computational Linguistics.
Cite (Informal):: GTCOM Neural Machine Translation Systems for WMT21 (Bei & Zong, WMT 2021)
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PDF:: https://aclanthology.org/2021.wmt-1.3.pdf

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@inproceedings{bei-zong-2021-gtcom,
    title = "{GTCOM} Neural Machine Translation Systems for {WMT}21",
    author = "Bei, Chao  and
      Zong, Hao",
    editor = "Barrault, Loic  and
      Bojar, Ondrej  and
      Bougares, Fethi  and
      Chatterjee, Rajen  and
      Costa-jussa, Marta R.  and
      Federmann, Christian  and
      Fishel, Mark  and
      Fraser, Alexander  and
      Freitag, Markus  and
      Graham, Yvette  and
      Grundkiewicz, Roman  and
      Guzman, Paco  and
      Haddow, Barry  and
      Huck, Matthias  and
      Yepes, Antonio Jimeno  and
      Koehn, Philipp  and
      Kocmi, Tom  and
      Martins, Andre  and
      Morishita, Makoto  and
      Monz, Christof",
    booktitle = "Proceedings of the Sixth Conference on Machine Translation",
    month = nov,
    year = "2021",
    address = "Online",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2021.wmt-1.3/",
    pages = "100--103",
    abstract = "This paper describes the Global Tone Communication Co., Ltd.{'}s submission of the WMT21 shared news translation task. We participate in six directions: English to/from Hausa, Hindi to/from Bengali and Zulu to/from Xhosa. Our submitted systems are unconstrained and focus on multilingual translation odel, backtranslation and forward-translation. We also apply rules and language model to filter monolingual, parallel sentences and synthetic sentences."
}

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%0 Conference Proceedings
%T GTCOM Neural Machine Translation Systems for WMT21
%A Bei, Chao
%A Zong, Hao
%Y Barrault, Loic
%Y Bojar, Ondrej
%Y Bougares, Fethi
%Y Chatterjee, Rajen
%Y Costa-jussa, Marta R.
%Y Federmann, Christian
%Y Fishel, Mark
%Y Fraser, Alexander
%Y Freitag, Markus
%Y Graham, Yvette
%Y Grundkiewicz, Roman
%Y Guzman, Paco
%Y Haddow, Barry
%Y Huck, Matthias
%Y Yepes, Antonio Jimeno
%Y Koehn, Philipp
%Y Kocmi, Tom
%Y Martins, Andre
%Y Morishita, Makoto
%Y Monz, Christof
%S Proceedings of the Sixth Conference on Machine Translation
%D 2021
%8 November
%I Association for Computational Linguistics
%C Online
%F bei-zong-2021-gtcom
%X This paper describes the Global Tone Communication Co., Ltd.’s submission of the WMT21 shared news translation task. We participate in six directions: English to/from Hausa, Hindi to/from Bengali and Zulu to/from Xhosa. Our submitted systems are unconstrained and focus on multilingual translation odel, backtranslation and forward-translation. We also apply rules and language model to filter monolingual, parallel sentences and synthetic sentences.
%U https://aclanthology.org/2021.wmt-1.3/
%P 100-103

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Markdown (Informal)

[GTCOM Neural Machine Translation Systems for WMT21](https://aclanthology.org/2021.wmt-1.3/) (Bei & Zong, WMT 2021)

GTCOM Neural Machine Translation Systems for WMT21 (Bei & Zong, WMT 2021)

ACL

Chao Bei and Hao Zong. 2021. GTCOM Neural Machine Translation Systems for WMT21. In Proceedings of the Sixth Conference on Machine Translation, pages 100–103, Online. Association for Computational Linguistics.