NLPHut’s Participation at WAT2021
Shantipriya Parida, Subhadarshi Panda, Ketan Kotwal, Amulya Ratna Dash, Satya Ranjan Dash, Yashvardhan Sharma, Petr Motlicek, Ondřej Bojar
Abstract
This paper provides the description of shared tasks to the WAT 2021 by our team “NLPHut”. We have participated in the English→Hindi Multimodal translation task, English→Malayalam Multimodal translation task, and Indic Multi-lingual translation task. We have used the state-of-the-art Transformer model with language tags in different settings for the translation task and proposed a novel “region-specific” caption generation approach using a combination of image CNN and LSTM for the Hindi and Malayalam image captioning. Our submission tops in English→Malayalam Multimodal translation task (text-only translation, and Malayalam caption), and ranks second-best in English→Hindi Multimodal translation task (text-only translation, and Hindi caption). Our submissions have also performed well in the Indic Multilingual translation tasks.- Anthology ID:
- 2021.wat-1.16
- Volume:
- Proceedings of the 8th Workshop on Asian Translation (WAT2021)
- Month:
- August
- Year:
- 2021
- Address:
- Online
- Editors:
- Toshiaki Nakazawa, Hideki Nakayama, Isao Goto, Hideya Mino, Chenchen Ding, Raj Dabre, Anoop Kunchukuttan, Shohei Higashiyama, Hiroshi Manabe, Win Pa Pa, Shantipriya Parida, Ondřej Bojar, Chenhui Chu, Akiko Eriguchi, Kaori Abe, Yusuke Oda, Katsuhito Sudoh, Sadao Kurohashi, Pushpak Bhattacharyya
- Venue:
- WAT
- SIG:
- Publisher:
- Association for Computational Linguistics
- Note:
- Pages:
- 146–154
- Language:
- URL:
- https://aclanthology.org/2021.wat-1.16
- DOI:
- 10.18653/v1/2021.wat-1.16
- Bibkey:
- Cite (ACL):
- Shantipriya Parida, Subhadarshi Panda, Ketan Kotwal, Amulya Ratna Dash, Satya Ranjan Dash, Yashvardhan Sharma, Petr Motlicek, and Ondřej Bojar. 2021. NLPHut’s Participation at WAT2021. In Proceedings of the 8th Workshop on Asian Translation (WAT2021), pages 146–154, Online. Association for Computational Linguistics.
- Cite (Informal):
- NLPHut’s Participation at WAT2021 (Parida et al., WAT 2021)
- Copy Citation:
- PDF:
- https://aclanthology.org/2021.wat-1.16.pdf
Export citation
@inproceedings{parida-etal-2021-nlphuts,
title = "{NLPH}ut{'}s Participation at {WAT}2021",
author = "Parida, Shantipriya and
Panda, Subhadarshi and
Kotwal, Ketan and
Dash, Amulya Ratna and
Dash, Satya Ranjan and
Sharma, Yashvardhan and
Motlicek, Petr and
Bojar, Ond{\v{r}}ej",
editor = "Nakazawa, Toshiaki and
Nakayama, Hideki and
Goto, Isao and
Mino, Hideya and
Ding, Chenchen and
Dabre, Raj and
Kunchukuttan, Anoop and
Higashiyama, Shohei and
Manabe, Hiroshi and
Pa, Win Pa and
Parida, Shantipriya and
Bojar, Ond{\v{r}}ej and
Chu, Chenhui and
Eriguchi, Akiko and
Abe, Kaori and
Oda, Yusuke and
Sudoh, Katsuhito and
Kurohashi, Sadao and
Bhattacharyya, Pushpak",
booktitle = "Proceedings of the 8th Workshop on Asian Translation (WAT2021)",
month = aug,
year = "2021",
address = "Online",
publisher = "Association for Computational Linguistics",
url = "https://aclanthology.org/2021.wat-1.16",
doi = "10.18653/v1/2021.wat-1.16",
pages = "146--154",
abstract = "This paper provides the description of shared tasks to the WAT 2021 by our team {``}NLPHut{''}. We have participated in the English→Hindi Multimodal translation task, English→Malayalam Multimodal translation task, and Indic Multi-lingual translation task. We have used the state-of-the-art Transformer model with language tags in different settings for the translation task and proposed a novel {``}region-specific{''} caption generation approach using a combination of image CNN and LSTM for the Hindi and Malayalam image captioning. Our submission tops in English→Malayalam Multimodal translation task (text-only translation, and Malayalam caption), and ranks second-best in English→Hindi Multimodal translation task (text-only translation, and Hindi caption). Our submissions have also performed well in the Indic Multilingual translation tasks.",
}
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%0 Conference Proceedings %T NLPHut’s Participation at WAT2021 %A Parida, Shantipriya %A Panda, Subhadarshi %A Kotwal, Ketan %A Dash, Amulya Ratna %A Dash, Satya Ranjan %A Sharma, Yashvardhan %A Motlicek, Petr %A Bojar, Ondřej %Y Nakazawa, Toshiaki %Y Nakayama, Hideki %Y Goto, Isao %Y Mino, Hideya %Y Ding, Chenchen %Y Dabre, Raj %Y Kunchukuttan, Anoop %Y Higashiyama, Shohei %Y Manabe, Hiroshi %Y Pa, Win Pa %Y Parida, Shantipriya %Y Bojar, Ondřej %Y Chu, Chenhui %Y Eriguchi, Akiko %Y Abe, Kaori %Y Oda, Yusuke %Y Sudoh, Katsuhito %Y Kurohashi, Sadao %Y Bhattacharyya, Pushpak %S Proceedings of the 8th Workshop on Asian Translation (WAT2021) %D 2021 %8 August %I Association for Computational Linguistics %C Online %F parida-etal-2021-nlphuts %X This paper provides the description of shared tasks to the WAT 2021 by our team “NLPHut”. We have participated in the English→Hindi Multimodal translation task, English→Malayalam Multimodal translation task, and Indic Multi-lingual translation task. We have used the state-of-the-art Transformer model with language tags in different settings for the translation task and proposed a novel “region-specific” caption generation approach using a combination of image CNN and LSTM for the Hindi and Malayalam image captioning. Our submission tops in English→Malayalam Multimodal translation task (text-only translation, and Malayalam caption), and ranks second-best in English→Hindi Multimodal translation task (text-only translation, and Hindi caption). Our submissions have also performed well in the Indic Multilingual translation tasks. %R 10.18653/v1/2021.wat-1.16 %U https://aclanthology.org/2021.wat-1.16 %U https://doi.org/10.18653/v1/2021.wat-1.16 %P 146-154
Markdown (Informal)
[NLPHut’s Participation at WAT2021](https://aclanthology.org/2021.wat-1.16) (Parida et al., WAT 2021)
- NLPHut’s Participation at WAT2021 (Parida et al., WAT 2021)
ACL
- Shantipriya Parida, Subhadarshi Panda, Ketan Kotwal, Amulya Ratna Dash, Satya Ranjan Dash, Yashvardhan Sharma, Petr Motlicek, and Ondřej Bojar. 2021. NLPHut’s Participation at WAT2021. In Proceedings of the 8th Workshop on Asian Translation (WAT2021), pages 146–154, Online. Association for Computational Linguistics.