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. |
| Keywords: | |
| Projects |
Idiap EC H2020-ROXANNE |
| Authors | |
| Crossref by |
Parida_Idiap-RR-10-2021 |
| Added by: | [UNK] |
| Total mark: | 0 |
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