Abstract
This paper describes our submission to Shared Task on Similar Language Translation in Fourth Conference on Machine Translation (WMT 2019). We submitted three systems for Hindi -> Nepali direction in which we have examined the performance of a RNN based NMT system, a semi-supervised NMT system where monolingual data of both languages is utilized using the architecture by and a system trained with extra synthetic sentences generated using copy of source and target sentences without using any additional monolingual data.- Anthology ID:
- W19-5426
- Volume:
- Proceedings of the Fourth Conference on Machine Translation (Volume 3: Shared Task Papers, Day 2)
- Month:
- August
- Year:
- 2019
- Address:
- Florence, Italy
- Venue:
- WMT
- SIG:
- SIGMT
- Publisher:
- Association for Computational Linguistics
- Note:
- Pages:
- 197–201
- Language:
- URL:
- https://aclanthology.org/W19-5426
- DOI:
- 10.18653/v1/W19-5426
- Cite (ACL):
- Jyotsana Khatri and Pushpak Bhattacharyya. 2019. Utilizing Monolingual Data in NMT for Similar Languages: Submission to Similar Language Translation Task. In Proceedings of the Fourth Conference on Machine Translation (Volume 3: Shared Task Papers, Day 2), pages 197–201, Florence, Italy. Association for Computational Linguistics.
- Cite (Informal):
- Utilizing Monolingual Data in NMT for Similar Languages: Submission to Similar Language Translation Task (Khatri & Bhattacharyya, WMT 2019)
- PDF:
- https://preview.aclanthology.org/ingestion-script-update/W19-5426.pdf