NAIST English-to-Japanese Simultaneous Translation System for IWSLT 2021 Simultaneous Text-to-text Task

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Abstract

This paper describes NAIST’s system for the English-to-Japanese Simultaneous Text-to-text Translation Task in IWSLT 2021 Evaluation Campaign. Our primary submission is based on wait-k neural machine translation with sequence-level knowledge distillation to encourage literal translation.

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Fukuda, R., Oka, Y., Kano, Y., Yano, Y., Ko, Y., Tokuyama, H., … Nakamura, S. (2021). NAIST English-to-Japanese Simultaneous Translation System for IWSLT 2021 Simultaneous Text-to-text Task. In IWSLT 2021 - 18th International Conference on Spoken Language Translation, Proceedings (pp. 39–45). Association for Computational Linguistics (ACL). https://doi.org/10.18653/v1/2021.iwslt-1.3

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