Deep Blue Sonics’ Submission to IWSLT 2020 Open Domain Translation Task
Abstract
We present in this report our submission to IWSLT 2020 Open Domain Translation Task. We built a data pre-processing pipeline to efficiently handle large noisy web-crawled corpora, which boosts the BLEU score of a widely used transformer model in this translation task. To tackle the open-domain nature of this task, back- translation is applied to further improve the translation performance.- Anthology ID:
- 2020.iwslt-1.16
- Volume:
- Proceedings of the 17th International Conference on Spoken Language Translation
- Month:
- July
- Year:
- 2020
- Address:
- Online
- Venues:
- ACL | IWSLT | WS
- SIG:
- Publisher:
- Association for Computational Linguistics
- Note:
- Pages:
- 140–144
- URL:
- https://www.aclweb.org/anthology/2020.iwslt-1.16
- DOI:
- PDF:
- https://www.aclweb.org/anthology/2020.iwslt-1.16.pdf
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