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How to overcome translation accuracy problems in non-Latin languages (e.g. Chinese/Japanese)?

2025-09-10 1.6 K
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Accuracy Improvement Program for Complex Language Translation

The following workflows are recommended for the specificities of ideographic languages:

  • Model Selection Strategy: Mandatory specification of the -model gpt-4 parameter improves the idiom translation accuracy of 30% compared to GPT-3.5.
  • Thesaurus preloading: Create a glossary.txt file in the same directory as the book and label the terminology in the format 'original=translation'.
  • Two-stage calibration method::
    1. The first translation retains a sample of the 20% original text for manual checking
    2. Rerun the process after adding typical error cases to the thesaurus

Special note: CJK texts need to check whether EPUB reader has installed the corresponding font packages, and fonts can be embedded when converting formats through Calibre software.

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