Abstract
This paper describes the PROMT submissions for the WMT21 Terminology Translation Task. We participate in two directions: English to French and English to Russian. Our final submissions are MarianNMT-based neural systems. We present two technologies for terminology translation: a modification of the Dinu et al. (2019) soft-constrained approach and our own approach called PROMT Smart Neural Dictionary (SmartND). We achieve good results in both directions.- Anthology ID:
- 2021.wmt-1.83
- 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:
- 835–841
- Language:
- URL:
- https://aclanthology.org/2021.wmt-1.83
- DOI:
- Bibkey:
- Cite (ACL):
- Alexander Molchanov, Vladislav Kovalenko, and Fedor Bykov. 2021. PROMT Systems for WMT21 Terminology Translation Task. In Proceedings of the Sixth Conference on Machine Translation, pages 835–841, Online. Association for Computational Linguistics.
- Cite (Informal):
- PROMT Systems for WMT21 Terminology Translation Task (Molchanov et al., WMT 2021)
- Copy Citation:
- PDF:
- https://aclanthology.org/2021.wmt-1.83.pdf
Export citation
@inproceedings{molchanov-etal-2021-promt,
title = "{PROMT} Systems for {WMT}21 Terminology Translation Task",
author = "Molchanov, Alexander and
Kovalenko, Vladislav and
Bykov, Fedor",
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-1.83",
pages = "835--841",
abstract = "This paper describes the PROMT submissions for the WMT21 Terminology Translation Task. We participate in two directions: English to French and English to Russian. Our final submissions are MarianNMT-based neural systems. We present two technologies for terminology translation: a modification of the Dinu et al. (2019) soft-constrained approach and our own approach called PROMT Smart Neural Dictionary (SmartND). We achieve good results in both directions.",
}
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%0 Conference Proceedings %T PROMT Systems for WMT21 Terminology Translation Task %A Molchanov, Alexander %A Kovalenko, Vladislav %A Bykov, Fedor %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 molchanov-etal-2021-promt %X This paper describes the PROMT submissions for the WMT21 Terminology Translation Task. We participate in two directions: English to French and English to Russian. Our final submissions are MarianNMT-based neural systems. We present two technologies for terminology translation: a modification of the Dinu et al. (2019) soft-constrained approach and our own approach called PROMT Smart Neural Dictionary (SmartND). We achieve good results in both directions. %U https://aclanthology.org/2021.wmt-1.83 %P 835-841
Markdown (Informal)
[PROMT Systems for WMT21 Terminology Translation Task](https://aclanthology.org/2021.wmt-1.83) (Molchanov et al., WMT 2021)
- PROMT Systems for WMT21 Terminology Translation Task (Molchanov et al., WMT 2021)
ACL
- Alexander Molchanov, Vladislav Kovalenko, and Fedor Bykov. 2021. PROMT Systems for WMT21 Terminology Translation Task. In Proceedings of the Sixth Conference on Machine Translation, pages 835–841, Online. Association for Computational Linguistics.