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Hallucination in large language model-generated summaries poses a critical safety challenge for knowledge-intensive domains such as Chinese history and culture. Existing faithfulness detection methods...
hallucination safety detection
semantic alignment
Chinese historical and cultural text
faithfulness classification
feature representation
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