Abstract
This paper describes the participation of team oneNLP (LTRC, IIIT-Hyderabad) for the WMT 2021 task, similar language translation. We experimented with transformer based Neural Machine Translation and explored the use of language similarity for Tamil-Telugu and Telugu-Tamil. We incorporated use of different subword configurations, script conversion and single model training for both directions as exploratory experiments.- Anthology ID:
- 2021.wmt-1.30
- 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:
- 288–291
- Language:
- URL:
- https://aclanthology.org/2021.wmt-1.30
- DOI:
- Bibkey:
- Cite (ACL):
- Vandan Mujadia and Dipti Sharma. 2021. Low Resource Similar Language Neural Machine Translation for Tamil-Telugu. In Proceedings of the Sixth Conference on Machine Translation, pages 288–291, Online. Association for Computational Linguistics.
- Cite (Informal):
- Low Resource Similar Language Neural Machine Translation for Tamil-Telugu (Mujadia & Sharma, WMT 2021)
- Copy Citation:
- PDF:
- https://aclanthology.org/2021.wmt-1.30.pdf
Export citation
@inproceedings{mujadia-sharma-2021-low,
title = "Low Resource Similar Language Neural Machine Translation for {T}amil-{T}elugu",
author = "Mujadia, Vandan and
Sharma, Dipti",
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-1.30",
pages = "288--291",
abstract = "This paper describes the participation of team oneNLP (LTRC, IIIT-Hyderabad) for the WMT 2021 task, similar language translation. We experimented with transformer based Neural Machine Translation and explored the use of language similarity for Tamil-Telugu and Telugu-Tamil. We incorporated use of different subword configurations, script conversion and single model training for both directions as exploratory experiments.",
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%0 Conference Proceedings %T Low Resource Similar Language Neural Machine Translation for Tamil-Telugu %A Mujadia, Vandan %A Sharma, Dipti %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 mujadia-sharma-2021-low %X This paper describes the participation of team oneNLP (LTRC, IIIT-Hyderabad) for the WMT 2021 task, similar language translation. We experimented with transformer based Neural Machine Translation and explored the use of language similarity for Tamil-Telugu and Telugu-Tamil. We incorporated use of different subword configurations, script conversion and single model training for both directions as exploratory experiments. %U https://aclanthology.org/2021.wmt-1.30 %P 288-291
Markdown (Informal)
[Low Resource Similar Language Neural Machine Translation for Tamil-Telugu](https://aclanthology.org/2021.wmt-1.30) (Mujadia & Sharma, WMT 2021)
- Low Resource Similar Language Neural Machine Translation for Tamil-Telugu (Mujadia & Sharma, WMT 2021)
ACL
- Vandan Mujadia and Dipti Sharma. 2021. Low Resource Similar Language Neural Machine Translation for Tamil-Telugu. In Proceedings of the Sixth Conference on Machine Translation, pages 288–291, Online. Association for Computational Linguistics.