Machine Translation Model of Chinese Cultural Classics under the Background of BLEU Algorithm-Taking the Text Recognition Framework of the Analects of Confucius as an Example


Machine Translation Model of Chinese Cultural Classics under the Background of BLEU Algorithm-Taking the Text Recognition Framework of the Analects of Confucius as an Example

Rao Li

Rao Li "Machine Translation Model of Chinese Cultural Classics under the Background of BLEU Algorithm-Taking the Text Recognition Framework of the Analects of Confucius as an Example" Published in International Journal of Trend in Research and Development (IJTRD), ISSN: 2394-9333, Volume-10 | Issue-2 , April 2023, URL: http://www.ijtrd.com/papers/IJTRD26733.pdf

Based on the similarities between the two, this paper proposes an automatic scoring method for mathematics subjective questions based on the machine translation scoring index BLEU. The paper proposes a semi-supervised neural network translation model based on the sentence-level bilingual evaluation surrogate (BLEU) index to select data. China's The Analects of Confucius translation seminars and regular and irregular academic seminars at various levels and other representative related academic activities, to find an effective paradigm for the English translation and dissemination of The Analects of Confucius, in order to provide the current and future foreign dissemination of Chinese cultural classics. Sexual reference. Use statistical machine translation and neural machine translation models to generate candidate translations for unlabeled data, respectively, and then select monolingual translation candidates through sentence-level BLEU metrics.

Machine Translation Model, Chinese Cultural Classics, BLEU Algorithm, Text Recognition Framework, the Analects of Confucius


Volume-10 | Issue-2 , April 2023

2394-9333

IJTRD26733
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