The AFRL WMT20 News Translation Systems

Jeremy Gwinnup; Tim Anderson

doi:10.18653/v1/2020.wmt-1.20

The AFRL WMT20 News Translation Systems

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Abstract

This report summarizes the Air Force Research Laboratory (AFRL) machine translation (MT) systems submitted to the news-translation task as part of the 2020 Conference on Machine Translation (WMT20) evaluation campaign. This year we largely repurpose strategies from previous years’ efforts with larger datasets and also train models with precomputed word alignments under various settings in an effort to improve translation quality.

Anthology ID:: 2020.wmt-1.20
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:: 207–212
Language:
URL:: https://aclanthology.org/2020.wmt-1.20/
DOI:: 10.18653/v1/2020.wmt-1.20
Bibkey:
Cite (ACL):: Jeremy Gwinnup and Tim Anderson. 2020. The AFRL WMT20 News Translation Systems. In Proceedings of the Fifth Conference on Machine Translation, pages 207–212, Online. Association for Computational Linguistics.
Cite (Informal):: The AFRL WMT20 News Translation Systems (Gwinnup & Anderson, WMT 2020)
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PDF:: https://aclanthology.org/2020.wmt-1.20.pdf
Video:: https://slideslive.com/38939648

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@inproceedings{gwinnup-anderson-2020-afrl,
    title = "The {AFRL} {WMT}20 News Translation Systems",
    author = "Gwinnup, Jeremy  and
      Anderson, Tim",
    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-1.20/",
    doi = "10.18653/v1/2020.wmt-1.20",
    pages = "207--212",
    abstract = "This report summarizes the Air Force Research Laboratory (AFRL) machine translation (MT) systems submitted to the news-translation task as part of the 2020 Conference on Machine Translation (WMT20) evaluation campaign. This year we largely repurpose strategies from previous years' efforts with larger datasets and also train models with precomputed word alignments under various settings in an effort to improve translation quality."
}

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%0 Conference Proceedings
%T The AFRL WMT20 News Translation Systems
%A Gwinnup, Jeremy
%A Anderson, Tim
%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 gwinnup-anderson-2020-afrl
%X This report summarizes the Air Force Research Laboratory (AFRL) machine translation (MT) systems submitted to the news-translation task as part of the 2020 Conference on Machine Translation (WMT20) evaluation campaign. This year we largely repurpose strategies from previous years’ efforts with larger datasets and also train models with precomputed word alignments under various settings in an effort to improve translation quality.
%R 10.18653/v1/2020.wmt-1.20
%U https://aclanthology.org/2020.wmt-1.20/
%U https://doi.org/10.18653/v1/2020.wmt-1.20
%P 207-212

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Markdown (Informal)

[The AFRL WMT20 News Translation Systems](https://aclanthology.org/2020.wmt-1.20/) (Gwinnup & Anderson, WMT 2020)

The AFRL WMT20 News Translation Systems (Gwinnup & Anderson, WMT 2020)

ACL

Jeremy Gwinnup and Tim Anderson. 2020. The AFRL WMT20 News Translation Systems. In Proceedings of the Fifth Conference on Machine Translation, pages 207–212, Online. Association for Computational Linguistics.