NMT based Similar Language Translation for Hindi - Marathi

Vandan Mujadia, Dipti Sharma

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
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)
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