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Automatic evaluation and analysis of idioms in neural machine translation

1 Pith paper cite this work, alongside 9 external citations. Polarity classification is still indexing.

1 Pith paper citing it
9 external citations · OpenAlex

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cs.CL 1

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2025 1

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UNVERDICTED 1

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Evaluating LLMs on Chinese Idiom Translation

cs.CL · 2025-08-14 · unverdicted · novelty 6.0

Across 900 annotated translation pairs from nine MT systems, the best system still mistranslates Chinese idioms in 28% of cases, and standard metrics miss these errors (Pearson correlation below 0.48).

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  • Evaluating LLMs on Chinese Idiom Translation cs.CL · 2025-08-14 · unverdicted · none · ref 4

    Across 900 annotated translation pairs from nine MT systems, the best system still mistranslates Chinese idioms in 28% of cases, and standard metrics miss these errors (Pearson correlation below 0.48).