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 [BibTeX] [Marc21]
NLPHut's Participation at WAT2021
Type of publication: Conference paper
Citation: Parida_WAT2021_2021
Publication status: Published
Booktitle: Proceedings of the 8th Workshop on Asian Translation (WAT2021)
Year: 2021
Month: August
Pages: 146--154
Publisher: Association for Computational Linguistics
ISBN: 978-1-954085-63-3
Crossref: Parida_Idiap-RR-10-2021:
URL: https://aclanthology.org/2021....
Abstract: This paper provides the description of shared tasks to the WAT 2021 by our team NLPHut's. 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.
Projects Idiap
Authors Parida, Shantipriya
Panda, Subhadarshi
Kotwal, Ketan
Dash, Amulya Ratna
Dash, Satya Ranjan
Sharma, Yashvardhan
Motlicek, Petr
Bojar, Ondrej
Crossref by Parida_Idiap-RR-10-2021
Added by: [UNK]
Total mark: 0
  • Parida_WAT2021_2021.pdf