PROMT Systems for WMT 2020 Shared News Translation Task

Alexander Molchanov

doi:10.18653/v1/2020.wmt-1.25

PROMT Systems for WMT 2020 Shared News Translation Task

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Abstract

This paper describes the PROMT submissions for the WMT 2020 Shared News Translation Task. This year we participated in four language pairs and six directions: English-Russian, Russian-English, English-German, German-English, Polish-English and Czech-English. All our submissions are MarianNMT-based neural systems. We use more data compared to last year and update our back-translations with better models from the previous year. We show competitive results in terms of BLEU in most directions.

Anthology ID:: 2020.wmt-1.25
Volume:: Proceedings of the Fifth Conference on Machine Translation
Month:: November
Year:: 2020
Address:: Online
Editors:: Loïc Barrault, Ondřej Bojar, Fethi Bougares, Rajen Chatterjee, Marta R. Costa-jussà, Christian Federmann, Mark Fishel, Alexander Fraser, Yvette Graham, Paco Guzman, Barry Haddow, Matthias Huck, Antonio Jimeno Yepes, Philipp Koehn, André Martins, Makoto Morishita, Christof Monz, Masaaki Nagata, Toshiaki Nakazawa, Matteo Negri
Venue:: WMT
SIG:: SIGMT
Publisher:: Association for Computational Linguistics
Note:
Pages:: 248–253
Language:
URL:: https://aclanthology.org/2020.wmt-1.25/
DOI:: 10.18653/v1/2020.wmt-1.25
Bibkey:
Cite (ACL):: Alexander Molchanov. 2020. PROMT Systems for WMT 2020 Shared News Translation Task. In Proceedings of the Fifth Conference on Machine Translation, pages 248–253, Online. Association for Computational Linguistics.
Cite (Informal):: PROMT Systems for WMT 2020 Shared News Translation Task (Molchanov, WMT 2020)
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PDF:: https://aclanthology.org/2020.wmt-1.25.pdf

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@inproceedings{molchanov-2020-promt,
    title = "{PROMT} Systems for {WMT} 2020 Shared News Translation Task",
    author = "Molchanov, Alexander",
    editor = {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
      Graham, Yvette  and
      Guzman, Paco  and
      Haddow, Barry  and
      Huck, Matthias  and
      Yepes, Antonio Jimeno  and
      Koehn, Philipp  and
      Martins, Andr{\'e}  and
      Morishita, Makoto  and
      Monz, Christof  and
      Nagata, Masaaki  and
      Nakazawa, Toshiaki  and
      Negri, Matteo},
    booktitle = "Proceedings of the Fifth Conference on Machine Translation",
    month = nov,
    year = "2020",
    address = "Online",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2020.wmt-1.25/",
    doi = "10.18653/v1/2020.wmt-1.25",
    pages = "248--253",
    abstract = "This paper describes the PROMT submissions for the WMT 2020 Shared News Translation Task. This year we participated in four language pairs and six directions: English-Russian, Russian-English, English-German, German-English, Polish-English and Czech-English. All our submissions are MarianNMT-based neural systems. We use more data compared to last year and update our back-translations with better models from the previous year. We show competitive results in terms of BLEU in most directions."
}

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%0 Conference Proceedings
%T PROMT Systems for WMT 2020 Shared News Translation Task
%A Molchanov, Alexander
%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 Graham, Yvette
%Y Guzman, Paco
%Y Haddow, Barry
%Y Huck, Matthias
%Y Yepes, Antonio Jimeno
%Y Koehn, Philipp
%Y Martins, André
%Y Morishita, Makoto
%Y Monz, Christof
%Y Nagata, Masaaki
%Y Nakazawa, Toshiaki
%Y Negri, Matteo
%S Proceedings of the Fifth Conference on Machine Translation
%D 2020
%8 November
%I Association for Computational Linguistics
%C Online
%F molchanov-2020-promt
%X This paper describes the PROMT submissions for the WMT 2020 Shared News Translation Task. This year we participated in four language pairs and six directions: English-Russian, Russian-English, English-German, German-English, Polish-English and Czech-English. All our submissions are MarianNMT-based neural systems. We use more data compared to last year and update our back-translations with better models from the previous year. We show competitive results in terms of BLEU in most directions.
%R 10.18653/v1/2020.wmt-1.25
%U https://aclanthology.org/2020.wmt-1.25/
%U https://doi.org/10.18653/v1/2020.wmt-1.25
%P 248-253

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Markdown (Informal)

[PROMT Systems for WMT 2020 Shared News Translation Task](https://aclanthology.org/2020.wmt-1.25/) (Molchanov, WMT 2020)

PROMT Systems for WMT 2020 Shared News Translation Task (Molchanov, WMT 2020)

ACL

Alexander Molchanov. 2020. PROMT Systems for WMT 2020 Shared News Translation Task. In Proceedings of the Fifth Conference on Machine Translation, pages 248–253, Online. Association for Computational Linguistics.