The University of Maryland, College Park Submission to Large-Scale Multilingual Shared Task at WMT 2021

Saptarashmi Bandyopadhyay; Tasnim Kabir; Zizhen Lian; Marine Carpuat

The University of Maryland, College Park Submission to Large-Scale Multilingual Shared Task at WMT 2021

Saptarashmi Bandyopadhyay, Tasnim Kabir, Zizhen Lian, Marine Carpuat

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Abstract

This paper describes the system submitted to Large-Scale Multilingual Shared Task (Small Task #2) at WMT 2021. It is based on the massively multilingual open-source model FLORES101_MM100 model, with selective fine-tuning. Our best-performing system reported a 15.72 average BLEU score for the task.

Anthology ID:: 2021.wmt-1.46
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:: 383–386
Language:
URL:: https://aclanthology.org/2021.wmt-1.46/
DOI:
Bibkey:
Cite (ACL):: Saptarashmi Bandyopadhyay, Tasnim Kabir, Zizhen Lian, and Marine Carpuat. 2021. The University of Maryland, College Park Submission to Large-Scale Multilingual Shared Task at WMT 2021. In Proceedings of the Sixth Conference on Machine Translation, pages 383–386, Online. Association for Computational Linguistics.
Cite (Informal):: The University of Maryland, College Park Submission to Large-Scale Multilingual Shared Task at WMT 2021 (Bandyopadhyay et al., WMT 2021)
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PDF:: https://aclanthology.org/2021.wmt-1.46.pdf

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@inproceedings{bandyopadhyay-etal-2021-university,
    title = "The {U}niversity of {M}aryland, College Park Submission to Large-Scale Multilingual Shared Task at {WMT} 2021",
    author = "Bandyopadhyay, Saptarashmi  and
      Kabir, Tasnim  and
      Lian, Zizhen  and
      Carpuat, Marine",
    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-1.46/",
    pages = "383--386",
    abstract = "This paper describes the system submitted to Large-Scale Multilingual Shared Task (Small Task {\#}2) at WMT 2021. It is based on the massively multilingual open-source model FLORES101{\_}MM100 model, with selective fine-tuning. Our best-performing system reported a 15.72 average BLEU score for the task."
}

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%0 Conference Proceedings
%T The University of Maryland, College Park Submission to Large-Scale Multilingual Shared Task at WMT 2021
%A Bandyopadhyay, Saptarashmi
%A Kabir, Tasnim
%A Lian, Zizhen
%A Carpuat, Marine
%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 bandyopadhyay-etal-2021-university
%X This paper describes the system submitted to Large-Scale Multilingual Shared Task (Small Task #2) at WMT 2021. It is based on the massively multilingual open-source model FLORES101_MM100 model, with selective fine-tuning. Our best-performing system reported a 15.72 average BLEU score for the task.
%U https://aclanthology.org/2021.wmt-1.46/
%P 383-386

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Markdown (Informal)

[The University of Maryland, College Park Submission to Large-Scale Multilingual Shared Task at WMT 2021](https://aclanthology.org/2021.wmt-1.46/) (Bandyopadhyay et al., WMT 2021)

The University of Maryland, College Park Submission to Large-Scale Multilingual Shared Task at WMT 2021 (Bandyopadhyay et al., WMT 2021)

ACL

Saptarashmi Bandyopadhyay, Tasnim Kabir, Zizhen Lian, and Marine Carpuat. 2021. The University of Maryland, College Park Submission to Large-Scale Multilingual Shared Task at WMT 2021. In Proceedings of the Sixth Conference on Machine Translation, pages 383–386, Online. Association for Computational Linguistics.