Research on quality estimation of Chinese-English translation based on machine learning

Yonggong Han; Chuangang Zhao

doi:10.1117/12.3003922

11 October 2023 Research on quality estimation of Chinese-English translation based on machine learning

Yonggong Han, Chuangang Zhao

Proceedings Volume 12800, Sixth International Conference on Computer Information Science and Application Technology (CISAT 2023); 128004D (2023) https://doi.org/10.1117/12.3003922
Event: 6th International Conference on Computer Information Science and Application Technology (CISAT 2023), 2023, Hangzhou, China

Abstract

With the deepening of international communication, the demand for translation software is also increasing. Traditional intelligent translation equipment still suffers from poor translation quality and incoherent words. To solve relevant problems. this paper, by using machine learning method, adds contextual word vectors into the original translation process, extracts and analyzes contextual words in input speech, automatically correlates relevant words, and conducts quality estimation of translation. It is helpful to improve the automatic calibration of Chinese-English translation and improve the accuracy of intelligent speech translation.

(2023) Published by SPIE. Downloading of the abstract is permitted for personal use only.

Citation Download Citation

Yonggong Han and Chuangang Zhao "Research on quality estimation of Chinese-English translation based on machine learning", Proc. SPIE 12800, Sixth International Conference on Computer Information Science and Application Technology (CISAT 2023), 128004D (11 October 2023); https://doi.org/10.1117/12.3003922

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