Research on machine analogy translation technology based on machine learning

Siyu Zhuang; Yingyi Cai

doi:10.1117/12.2673450

3 April 2023 Research on machine analogy translation technology based on machine learning

Siyu Zhuang, Yingyi Cai

Proceedings Volume 12599, Second International Conference on Digital Society and Intelligent Systems (DSInS 2022); 1259921 (2023) https://doi.org/10.1117/12.2673450
Event: 2nd International Conference on Digital Society and Intelligent Systems (DSInS 2022), 2022, Chendgu, China

Abstract

With the acceleration of economic globalization, the importance of translation services has gradually manifested. The machine translation technology has a long and glorious history from statistical machine translation to neural machine translation, At present, machine translation software is emerging, mostly following the rules of natural language processing. In order to achieve quality and efficiency in translation, the various ambiguities in the language should be processed accurately and the speed of translation should be increased, while the anthropomorphism of machine translation should be enhanced and the machine's knowledge of human language should be constantly improved. Therefore, it is important to strengthen the research of machine learning technology, and to insist on the research on machine analogy translation technology based on machine learning is an important research topic.

Citation Download Citation

Siyu Zhuang and Yingyi Cai "Research on machine analogy translation technology based on machine learning", Proc. SPIE 12599, Second International Conference on Digital Society and Intelligent Systems (DSInS 2022), 1259921 (3 April 2023); https://doi.org/10.1117/12.2673450

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