The University of Maryland, College Park Submission to Large-Scale Multilingual Shared Task at WMT 2021
Saptarashmi Bandyopadhyay, Tasnim Kabir, Zizhen Lian, Marine Carpuat
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)
- Copy Citation:
- PDF:
- https://aclanthology.org/2021.wmt-1.46.pdf
- Data
- CCAligned, FLoRes-101
Export citation
@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
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.