Enmin Su

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2020

pdf bib
Deep Blue Sonics’ Submission to IWSLT 2020 Open Domain Translation Task
Enmin Su | Yi Ren
Proceedings of the 17th International Conference on Spoken Language Translation

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.
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