OPPO’s Machine Translation Systems for WMT20
Tingxun Shi, Shiyu Zhao, Xiaopu Li, Xiaoxue Wang, Qian Zhang, Di Ai, Dawei Dang, Xue Zhengshan, Jie Hao
Abstract
In this paper we demonstrate our (OPPO’s) machine translation systems for the WMT20 Shared Task on News Translation for all the 22 language pairs. We will give an overview of the common aspects across all the systems firstly, including two parts: the data preprocessing part will show how the data are preprocessed and filtered, and the system part will show our models architecture and the techniques we followed. Detailed information, such as training hyperparameters and the results generated by each technique will be depicted in the corresponding subsections. Our final submissions ranked top in 6 directions (English ↔ Czech, English ↔ Russian, French → German and Tamil → English), third in 2 directions (English → German, English → Japanese), and fourth in 2 directions (English → Pashto and and English → Tamil).- Anthology ID:
- 2020.wmt-1.30
- Volume:
- Proceedings of the Fifth Conference on Machine Translation
- Month:
- November
- Year:
- 2020
- Address:
- Online
- Editors:
- Loïc Barrault, Ondřej Bojar, Fethi Bougares, Rajen Chatterjee, Marta R. Costa-jussà, Christian Federmann, Mark Fishel, Alexander Fraser, Yvette Graham, Paco Guzman, Barry Haddow, Matthias Huck, Antonio Jimeno Yepes, Philipp Koehn, André Martins, Makoto Morishita, Christof Monz, Masaaki Nagata, Toshiaki Nakazawa, Matteo Negri
- Venue:
- WMT
- SIG:
- SIGMT
- Publisher:
- Association for Computational Linguistics
- Note:
- Pages:
- 282–292
- Language:
- URL:
- https://aclanthology.org/2020.wmt-1.30
- DOI:
- Bibkey:
- Cite (ACL):
- Tingxun Shi, Shiyu Zhao, Xiaopu Li, Xiaoxue Wang, Qian Zhang, Di Ai, Dawei Dang, Xue Zhengshan, and Jie Hao. 2020. OPPO’s Machine Translation Systems for WMT20. In Proceedings of the Fifth Conference on Machine Translation, pages 282–292, Online. Association for Computational Linguistics.
- Cite (Informal):
- OPPO’s Machine Translation Systems for WMT20 (Shi et al., WMT 2020)
- Copy Citation:
- PDF:
- https://aclanthology.org/2020.wmt-1.30.pdf
- Video:
- https://slideslive.com/38939558
Export citation
@inproceedings{shi-etal-2020-oppos,
title = "{OPPO}{'}s Machine Translation Systems for {WMT}20",
author = "Shi, Tingxun and
Zhao, Shiyu and
Li, Xiaopu and
Wang, Xiaoxue and
Zhang, Qian and
Ai, Di and
Dang, Dawei and
Zhengshan, Xue and
Hao, Jie",
editor = {Barrault, Lo{\"\i}c and
Bojar, Ond{\v{r}}ej and
Bougares, Fethi and
Chatterjee, Rajen and
Costa-juss{\`a}, Marta R. and
Federmann, Christian and
Fishel, Mark and
Fraser, Alexander and
Graham, Yvette and
Guzman, Paco and
Haddow, Barry and
Huck, Matthias and
Yepes, Antonio Jimeno and
Koehn, Philipp and
Martins, Andr{\'e} and
Morishita, Makoto and
Monz, Christof and
Nagata, Masaaki and
Nakazawa, Toshiaki and
Negri, Matteo},
booktitle = "Proceedings of the Fifth Conference on Machine Translation",
month = nov,
year = "2020",
address = "Online",
publisher = "Association for Computational Linguistics",
url = "https://aclanthology.org/2020.wmt-1.30",
pages = "282--292",
abstract = "In this paper we demonstrate our (OPPO{'}s) machine translation systems for the WMT20 Shared Task on News Translation for all the 22 language pairs. We will give an overview of the common aspects across all the systems firstly, including two parts: the data preprocessing part will show how the data are preprocessed and filtered, and the system part will show our models architecture and the techniques we followed. Detailed information, such as training hyperparameters and the results generated by each technique will be depicted in the corresponding subsections. Our final submissions ranked top in 6 directions (English $\leftrightarrow$ Czech, English $\leftrightarrow$ Russian, French $\rightarrow$ German and Tamil $\rightarrow$ English), third in 2 directions (English $\rightarrow$ German, English $\rightarrow$ Japanese), and fourth in 2 directions (English $\rightarrow$ Pashto and and English $\rightarrow$ Tamil).",
}
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%0 Conference Proceedings %T OPPO’s Machine Translation Systems for WMT20 %A Shi, Tingxun %A Zhao, Shiyu %A Li, Xiaopu %A Wang, Xiaoxue %A Zhang, Qian %A Ai, Di %A Dang, Dawei %A Zhengshan, Xue %A Hao, Jie %Y Barrault, Loïc %Y Bojar, Ondřej %Y Bougares, Fethi %Y Chatterjee, Rajen %Y Costa-jussà, Marta R. %Y Federmann, Christian %Y Fishel, Mark %Y Fraser, Alexander %Y Graham, Yvette %Y Guzman, Paco %Y Haddow, Barry %Y Huck, Matthias %Y Yepes, Antonio Jimeno %Y Koehn, Philipp %Y Martins, André %Y Morishita, Makoto %Y Monz, Christof %Y Nagata, Masaaki %Y Nakazawa, Toshiaki %Y Negri, Matteo %S Proceedings of the Fifth Conference on Machine Translation %D 2020 %8 November %I Association for Computational Linguistics %C Online %F shi-etal-2020-oppos %X In this paper we demonstrate our (OPPO’s) machine translation systems for the WMT20 Shared Task on News Translation for all the 22 language pairs. We will give an overview of the common aspects across all the systems firstly, including two parts: the data preprocessing part will show how the data are preprocessed and filtered, and the system part will show our models architecture and the techniques we followed. Detailed information, such as training hyperparameters and the results generated by each technique will be depicted in the corresponding subsections. Our final submissions ranked top in 6 directions (English łeftrightarrow Czech, English łeftrightarrow Russian, French \rightarrow German and Tamil \rightarrow English), third in 2 directions (English \rightarrow German, English \rightarrow Japanese), and fourth in 2 directions (English \rightarrow Pashto and and English \rightarrow Tamil). %U https://aclanthology.org/2020.wmt-1.30 %P 282-292
Markdown (Informal)
[OPPO’s Machine Translation Systems for WMT20](https://aclanthology.org/2020.wmt-1.30) (Shi et al., WMT 2020)
- OPPO’s Machine Translation Systems for WMT20 (Shi et al., WMT 2020)
ACL
- Tingxun Shi, Shiyu Zhao, Xiaopu Li, Xiaoxue Wang, Qian Zhang, Di Ai, Dawei Dang, Xue Zhengshan, and Jie Hao. 2020. OPPO’s Machine Translation Systems for WMT20. In Proceedings of the Fifth Conference on Machine Translation, pages 282–292, Online. Association for Computational Linguistics.