Xiaoqi He
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NLP×1
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2026
Worlds Within Words: Translating Culture in Ancient Chinese Texts with Multi-Agent Coordination
The paper proposes MACAT, a Multi-Agent Culture-Aware Translation framework, to selectively translate culture-loaded words in ancient Chinese texts, achieving superior performance over existing methods on classical texts.
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cs.CLRecentMay 31, 2026
Worlds Within Words: Translating Culture in Ancient Chinese Texts with Multi-Agent Coordination
Xiaoqi He, Kaixin Lan, Mu You, Tao Fang +2 more
The paper proposes MACAT, a Multi-Agent Culture-Aware Translation framework, to selectively translate culture-loaded words in ancient Chinese texts, achieving superior performance over existing method…
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