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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

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Lehman Ma

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Open access 2026

Differences Between Human-Machine Translation in Metaphorical Expressions within the Framework of Cognitive Translation Theory——Taking The Garlic Ballads as a Case Study

It is pointed out that Artificial Intelligence technology can improve efficiency in the initial draft generation stage, while human translation focuses more on the expression of deep semantics and literary artistry, forming a collaborative model of “AI for efficiency and human for quality”.

Lehman Ma · 0 citations

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