Miðeind’s WMT 2021 Submission
Haukur Barri Símonarson, Vésteinn Snæbjarnarson, Pétur Orri Ragnarson, Haukur Jónsson, Vilhjalmur Thorsteinsson
Correct Metadata for
Abstract
We present Miðeind’s submission for the English→Icelandic and Icelandic→English subsets of the 2021 WMT news translation task. Transformer-base models are trained for translation on parallel data to generate backtranslations teratively. A pretrained mBART-25 model is then adapted for translation using parallel data as well as the last backtranslation iteration. This adapted pretrained model is then used to re-generate backtranslations, and the training of the adapted model is continued.- Anthology ID:
- 2021.wmt-1.9
- 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:
- 136–139
- Language:
- URL:
- https://aclanthology.org/2021.wmt-1.9/
- DOI:
- Bibkey:
- Cite (ACL):
- Haukur Barri Símonarson, Vésteinn Snæbjarnarson, Pétur Orri Ragnarson, Haukur Jónsson, and Vilhjalmur Thorsteinsson. 2021. Miðeind’s WMT 2021 Submission. In Proceedings of the Sixth Conference on Machine Translation, pages 136–139, Online. Association for Computational Linguistics.
- Cite (Informal):
- Miðeind’s WMT 2021 Submission (Símonarson et al., WMT 2021)
- Copy Citation:
- PDF:
- https://aclanthology.org/2021.wmt-1.9.pdf
- Data
- CCMatrix, IPAC, ParaCrawl
Export citation
@inproceedings{simonarson-etal-2021-mideinds,
title = "Mi{\dh}eind`s {WMT} 2021 Submission",
author = "S{\'i}monarson, Haukur Barri and
Sn{\ae}bjarnarson, V{\'e}steinn and
Ragnarson, P{\'e}tur Orri and
J{\'o}nsson, Haukur and
Thorsteinsson, Vilhjalmur",
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-1.9/",
pages = "136--139",
abstract = "We present Mi{\dh}eind`s submission for the English{\textrightarrow}Icelandic and Icelandic{\textrightarrow}English subsets of the 2021 WMT news translation task. Transformer-base models are trained for translation on parallel data to generate backtranslations teratively. A pretrained mBART-25 model is then adapted for translation using parallel data as well as the last backtranslation iteration. This adapted pretrained model is then used to re-generate backtranslations, and the training of the adapted model is continued."
}
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%0 Conference Proceedings %T Mi\dheind‘s WMT 2021 Submission %A Símonarson, Haukur Barri %A Snæbjarnarson, Vésteinn %A Ragnarson, Pétur Orri %A Jónsson, Haukur %A Thorsteinsson, Vilhjalmur %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 simonarson-etal-2021-mideinds %X We present Mi\dheind‘s submission for the English→Icelandic and Icelandic→English subsets of the 2021 WMT news translation task. Transformer-base models are trained for translation on parallel data to generate backtranslations teratively. A pretrained mBART-25 model is then adapted for translation using parallel data as well as the last backtranslation iteration. This adapted pretrained model is then used to re-generate backtranslations, and the training of the adapted model is continued. %U https://aclanthology.org/2021.wmt-1.9/ %P 136-139
Markdown (Informal)
[Miðeind’s WMT 2021 Submission](https://aclanthology.org/2021.wmt-1.9/) (Símonarson et al., WMT 2021)
- Miðeind’s WMT 2021 Submission (Símonarson et al., WMT 2021)
ACL
- Haukur Barri Símonarson, Vésteinn Snæbjarnarson, Pétur Orri Ragnarson, Haukur Jónsson, and Vilhjalmur Thorsteinsson. 2021. Miðeind’s WMT 2021 Submission. In Proceedings of the Sixth Conference on Machine Translation, pages 136–139, Online. Association for Computational Linguistics.