GTCOM Neural Machine Translation Systems for WMT22

Hao Zong; Chao Bei

doi:10.18653/v1/2022.wmt-1.39

GTCOM Neural Machine Translation Systems for WMT22

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Abstract

GTCOM participates in five directions: English to/from Ukrainian, Ukrainian to/from Czech, English to Chinese and English to Croatian. Our submitted systems are unconstrained and focus on backtranslation, multilingual translation model and finetuning. Multilingual translation model focus on X to one and one to X. We also apply rules and language model to filter monolingual, parallel sentences and synthetic sentences.

Anthology ID:: 2022.wmt-1.39
Volume:: Proceedings of the Seventh Conference on Machine Translation (WMT)
Month:: December
Year:: 2022
Address:: Abu Dhabi, United Arab Emirates (Hybrid)
Editors:: Philipp Koehn, Loïc Barrault, Ondřej Bojar, Fethi Bougares, Rajen Chatterjee, Marta R. Costa-jussà, Christian Federmann, Mark Fishel, Alexander Fraser, Markus Freitag, Yvette Graham, Roman Grundkiewicz, Paco Guzman, Barry Haddow, Matthias Huck, Antonio Jimeno Yepes, Tom Kocmi, André Martins, Makoto Morishita, Christof Monz, Masaaki Nagata, Toshiaki Nakazawa, Matteo Negri, Aurélie Névéol, Mariana Neves, Martin Popel, Marco Turchi, Marcos Zampieri
Venue:: WMT
SIG:: SIGMT
Publisher:: Association for Computational Linguistics
Note:
Pages:: 428–431
Language:
URL:: https://aclanthology.org/2022.wmt-1.39/
DOI:: 10.18653/v1/2022.wmt-1.39
Bibkey:
Cite (ACL):: Hao Zong and Chao Bei. 2022. GTCOM Neural Machine Translation Systems for WMT22. In Proceedings of the Seventh Conference on Machine Translation (WMT), pages 428–431, Abu Dhabi, United Arab Emirates (Hybrid). Association for Computational Linguistics.
Cite (Informal):: GTCOM Neural Machine Translation Systems for WMT22 (Zong & Bei, WMT 2022)
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PDF:: https://aclanthology.org/2022.wmt-1.39.pdf

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@inproceedings{zong-bei-2022-gtcom,
    title = "{GTCOM} Neural Machine Translation Systems for {WMT}22",
    author = "Zong, Hao  and
      Bei, Chao",
    editor = {Koehn, Philipp  and
      Barrault, Lo{\"i}c  and
      Bojar, Ond{\v{r}}ej  and
      Bougares, Fethi  and
      Chatterjee, Rajen  and
      Costa-juss{\`a}, 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
      Jimeno Yepes, Antonio  and
      Kocmi, Tom  and
      Martins, Andr{\'e}  and
      Morishita, Makoto  and
      Monz, Christof  and
      Nagata, Masaaki  and
      Nakazawa, Toshiaki  and
      Negri, Matteo  and
      N{\'e}v{\'e}ol, Aur{\'e}lie  and
      Neves, Mariana  and
      Popel, Martin  and
      Turchi, Marco  and
      Zampieri, Marcos},
    booktitle = "Proceedings of the Seventh Conference on Machine Translation (WMT)",
    month = dec,
    year = "2022",
    address = "Abu Dhabi, United Arab Emirates (Hybrid)",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2022.wmt-1.39/",
    doi = "10.18653/v1/2022.wmt-1.39",
    pages = "428--431",
    abstract = "GTCOM participates in five directions: English to/from Ukrainian, Ukrainian to/from Czech, English to Chinese and English to Croatian. Our submitted systems are unconstrained and focus on backtranslation, multilingual translation model and finetuning. Multilingual translation model focus on X to one and one to X. 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 WMT22
%A Zong, Hao
%A Bei, Chao
%Y Koehn, Philipp
%Y Barrault, Loïc
%Y Bojar, Ondřej
%Y Bougares, Fethi
%Y Chatterjee, Rajen
%Y Costa-jussà, 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 Jimeno Yepes, Antonio
%Y Kocmi, Tom
%Y Martins, André
%Y Morishita, Makoto
%Y Monz, Christof
%Y Nagata, Masaaki
%Y Nakazawa, Toshiaki
%Y Negri, Matteo
%Y Névéol, Aurélie
%Y Neves, Mariana
%Y Popel, Martin
%Y Turchi, Marco
%Y Zampieri, Marcos
%S Proceedings of the Seventh Conference on Machine Translation (WMT)
%D 2022
%8 December
%I Association for Computational Linguistics
%C Abu Dhabi, United Arab Emirates (Hybrid)
%F zong-bei-2022-gtcom
%X GTCOM participates in five directions: English to/from Ukrainian, Ukrainian to/from Czech, English to Chinese and English to Croatian. Our submitted systems are unconstrained and focus on backtranslation, multilingual translation model and finetuning. Multilingual translation model focus on X to one and one to X. We also apply rules and language model to filter monolingual, parallel sentences and synthetic sentences.
%R 10.18653/v1/2022.wmt-1.39
%U https://aclanthology.org/2022.wmt-1.39/
%U https://doi.org/10.18653/v1/2022.wmt-1.39
%P 428-431

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Markdown (Informal)

[GTCOM Neural Machine Translation Systems for WMT22](https://aclanthology.org/2022.wmt-1.39/) (Zong & Bei, WMT 2022)

GTCOM Neural Machine Translation Systems for WMT22 (Zong & Bei, WMT 2022)

ACL

Hao Zong and Chao Bei. 2022. GTCOM Neural Machine Translation Systems for WMT22. In Proceedings of the Seventh Conference on Machine Translation (WMT), pages 428–431, Abu Dhabi, United Arab Emirates (Hybrid). Association for Computational Linguistics.