Silo NLP’s Participation at WAT2022
Shantipriya Parida, Subhadarshi Panda, Stig-Arne Grönroos, Mark Granroth-Wilding, Mika Koistinen
Abstract
This paper provides the system description of “Silo NLP’s” submission to the Workshop on Asian Translation (WAT2022). We have participated in the Indic Multimodal tasks (English->Hindi, English->Malayalam, and English->Bengali, Multimodal Translation). For text-only translation, we used the Transformer and fine-tuned the mBART. For multimodal translation, we used the same architecture and extracted object tags from the images to use as visual features concatenated with the text sequence for input. Our submission tops many tasks including English->Hindi multimodal translation (evaluation test), English->Malayalam text-only and multimodal translation (evaluation test), English->Bengali multimodal translation (challenge test), and English->Bengali text-only translation (evaluation test).- Anthology ID:
- 2022.wat-1.12
- Volume:
- Proceedings of the 9th Workshop on Asian Translation
- Month:
- October
- Year:
- 2022
- Address:
- Gyeongju, Republic of Korea
- Venue:
- WAT
- SIG:
- Publisher:
- International Conference on Computational Linguistics
- Note:
- Pages:
- 99–105
- Language:
- URL:
- https://aclanthology.org/2022.wat-1.12
- DOI:
- Cite (ACL):
- Shantipriya Parida, Subhadarshi Panda, Stig-Arne Grönroos, Mark Granroth-Wilding, and Mika Koistinen. 2022. Silo NLP’s Participation at WAT2022. In Proceedings of the 9th Workshop on Asian Translation, pages 99–105, Gyeongju, Republic of Korea. International Conference on Computational Linguistics.
- Cite (Informal):
- Silo NLP’s Participation at WAT2022 (Parida et al., WAT 2022)
- PDF:
- https://preview.aclanthology.org/nschneid-patch-4/2022.wat-1.12.pdf