Abstract
This paper describes the participation of team F1toF6 (LTRC, IIIT-Hyderabad) for the WMT 2020 task, similar language translation. We experimented with attention based recurrent neural network architecture (seq2seq) for this task. We explored the use of different linguistic features like POS and Morph along with back translation for Hindi-Marathi and Marathi-Hindi machine translation.- Anthology ID:
- 2020.wmt-1.48
- 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:
- 414–417
- Language:
- URL:
- https://aclanthology.org/2020.wmt-1.48
- DOI:
- Bibkey:
- Cite (ACL):
- Vandan Mujadia and Dipti Sharma. 2020. NMT based Similar Language Translation for Hindi - Marathi. In Proceedings of the Fifth Conference on Machine Translation, pages 414–417, Online. Association for Computational Linguistics.
- Cite (Informal):
- NMT based Similar Language Translation for Hindi - Marathi (Mujadia & Sharma, WMT 2020)
- Copy Citation:
- PDF:
- https://aclanthology.org/2020.wmt-1.48.pdf
Export citation
@inproceedings{mujadia-sharma-2020-nmt, title = "{NMT} based Similar Language Translation for {H}indi - {M}arathi", author = "Mujadia, Vandan and Sharma, Dipti", 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-1.48", pages = "414--417", abstract = "This paper describes the participation of team F1toF6 (LTRC, IIIT-Hyderabad) for the WMT 2020 task, similar language translation. We experimented with attention based recurrent neural network architecture (seq2seq) for this task. We explored the use of different linguistic features like POS and Morph along with back translation for Hindi-Marathi and Marathi-Hindi machine translation.", }
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%0 Conference Proceedings %T NMT based Similar Language Translation for Hindi - Marathi %A Mujadia, Vandan %A Sharma, Dipti %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 mujadia-sharma-2020-nmt %X This paper describes the participation of team F1toF6 (LTRC, IIIT-Hyderabad) for the WMT 2020 task, similar language translation. We experimented with attention based recurrent neural network architecture (seq2seq) for this task. We explored the use of different linguistic features like POS and Morph along with back translation for Hindi-Marathi and Marathi-Hindi machine translation. %U https://aclanthology.org/2020.wmt-1.48 %P 414-417
Markdown (Informal)
[NMT based Similar Language Translation for Hindi - Marathi](https://aclanthology.org/2020.wmt-1.48) (Mujadia & Sharma, WMT 2020)
- NMT based Similar Language Translation for Hindi - Marathi (Mujadia & Sharma, WMT 2020)
ACL
- Vandan Mujadia and Dipti Sharma. 2020. NMT based Similar Language Translation for Hindi - Marathi. In Proceedings of the Fifth Conference on Machine Translation, pages 414–417, Online. Association for Computational Linguistics.