Abstract
In the current work, we present a description of the system submitted to WMT 2018 News Translation Shared task. The system was created to translate news text from Finnish to English. The system used a Character Based Neural Machine Translation model to accomplish the given task. The current paper documents the preprocessing steps, the description of the submitted system and the results produced using the same. Our system garnered a BLEU score of 12.9.- Anthology ID:
- W18-6418
- Volume:
- Proceedings of the Third Conference on Machine Translation: Shared Task Papers
- Month:
- October
- Year:
- 2018
- Address:
- Belgium, Brussels
- Editors:
- Ondřej Bojar, Rajen Chatterjee, Christian Federmann, Mark Fishel, Yvette Graham, Barry Haddow, Matthias Huck, Antonio Jimeno Yepes, Philipp Koehn, Christof Monz, Matteo Negri, Aurélie Névéol, Mariana Neves, Matt Post, Lucia Specia, Marco Turchi, Karin Verspoor
- Venue:
- WMT
- SIG:
- SIGMT
- Publisher:
- Association for Computational Linguistics
- Note:
- Pages:
- 445–448
- Language:
- URL:
- https://aclanthology.org/W18-6418
- DOI:
- 10.18653/v1/W18-6418
- Bibkey:
- Cite (ACL):
- Sainik Kumar Mahata, Dipankar Das, and Sivaji Bandyopadhyay. 2018. JUCBNMT at WMT2018 News Translation Task: Character Based Neural Machine Translation of Finnish to English. In Proceedings of the Third Conference on Machine Translation: Shared Task Papers, pages 445–448, Belgium, Brussels. Association for Computational Linguistics.
- Cite (Informal):
- JUCBNMT at WMT2018 News Translation Task: Character Based Neural Machine Translation of Finnish to English (Mahata et al., WMT 2018)
- Copy Citation:
- PDF:
- https://aclanthology.org/W18-6418.pdf
- Data
- WMT 2018, WMT 2018 News
Export citation
@inproceedings{mahata-etal-2018-jucbnmt,
title = "{JUCBNMT} at {WMT}2018 News Translation Task: Character Based Neural Machine Translation of {F}innish to {E}nglish",
author = "Mahata, Sainik Kumar and
Das, Dipankar and
Bandyopadhyay, Sivaji",
editor = "Bojar, Ond{\v{r}}ej and
Chatterjee, Rajen and
Federmann, Christian and
Fishel, Mark and
Graham, Yvette and
Haddow, Barry and
Huck, Matthias and
Yepes, Antonio Jimeno and
Koehn, Philipp and
Monz, Christof and
Negri, Matteo and
N{\'e}v{\'e}ol, Aur{\'e}lie and
Neves, Mariana and
Post, Matt and
Specia, Lucia and
Turchi, Marco and
Verspoor, Karin",
booktitle = "Proceedings of the Third Conference on Machine Translation: Shared Task Papers",
month = oct,
year = "2018",
address = "Belgium, Brussels",
publisher = "Association for Computational Linguistics",
url = "https://aclanthology.org/W18-6418",
doi = "10.18653/v1/W18-6418",
pages = "445--448",
abstract = "In the current work, we present a description of the system submitted to WMT 2018 News Translation Shared task. The system was created to translate news text from Finnish to English. The system used a Character Based Neural Machine Translation model to accomplish the given task. The current paper documents the preprocessing steps, the description of the submitted system and the results produced using the same. Our system garnered a BLEU score of 12.9.",
}
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%0 Conference Proceedings %T JUCBNMT at WMT2018 News Translation Task: Character Based Neural Machine Translation of Finnish to English %A Mahata, Sainik Kumar %A Das, Dipankar %A Bandyopadhyay, Sivaji %Y Bojar, Ondřej %Y Chatterjee, Rajen %Y Federmann, Christian %Y Fishel, Mark %Y Graham, Yvette %Y Haddow, Barry %Y Huck, Matthias %Y Yepes, Antonio Jimeno %Y Koehn, Philipp %Y Monz, Christof %Y Negri, Matteo %Y Névéol, Aurélie %Y Neves, Mariana %Y Post, Matt %Y Specia, Lucia %Y Turchi, Marco %Y Verspoor, Karin %S Proceedings of the Third Conference on Machine Translation: Shared Task Papers %D 2018 %8 October %I Association for Computational Linguistics %C Belgium, Brussels %F mahata-etal-2018-jucbnmt %X In the current work, we present a description of the system submitted to WMT 2018 News Translation Shared task. The system was created to translate news text from Finnish to English. The system used a Character Based Neural Machine Translation model to accomplish the given task. The current paper documents the preprocessing steps, the description of the submitted system and the results produced using the same. Our system garnered a BLEU score of 12.9. %R 10.18653/v1/W18-6418 %U https://aclanthology.org/W18-6418 %U https://doi.org/10.18653/v1/W18-6418 %P 445-448
Markdown (Informal)
[JUCBNMT at WMT2018 News Translation Task: Character Based Neural Machine Translation of Finnish to English](https://aclanthology.org/W18-6418) (Mahata et al., WMT 2018)
- JUCBNMT at WMT2018 News Translation Task: Character Based Neural Machine Translation of Finnish to English (Mahata et al., WMT 2018)
ACL
- Sainik Kumar Mahata, Dipankar Das, and Sivaji Bandyopadhyay. 2018. JUCBNMT at WMT2018 News Translation Task: Character Based Neural Machine Translation of Finnish to English. In Proceedings of the Third Conference on Machine Translation: Shared Task Papers, pages 445–448, Belgium, Brussels. Association for Computational Linguistics.