NMT based Similar Language Translation for Hindi - Marathi

Vandan Mujadia; Dipti Misra Sharma

doi:10.18653/v1/2020.wmt-1.48

NMT based Similar Language Translation for Hindi - Marathi

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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:: 10.18653/v1/2020.wmt-1.48
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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PDF:: https://aclanthology.org/2020.wmt-1.48.pdf

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@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/",
    doi = "10.18653/v1/2020.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.
%R 10.18653/v1/2020.wmt-1.48
%U https://aclanthology.org/2020.wmt-1.48/
%U https://doi.org/10.18653/v1/2020.wmt-1.48
%P 414-417

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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.