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September 10, 2025InventionsOpen Access

Research on Generation and Quality Evaluation of Earthquake Emergency Language Service Contingency Plan Based on Chain-of-Thought Prompt Engineering for LLMs

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Large language models excel in emergency language services but lack in dynamic adaptability.
The evaluation index system covers eight dimensions, revealing significant gaps in legal frameworks.
Improving resource coordination is crucial for effective emergency response and service stratification.
Recommendations include targeted data augmentation and enhanced multi-model collaboration for better outcomes.

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Evaluation shows LLMs improve cross-lingual communication in emergencies, highlighting areas for enhancement.

Zhang et al. (2025) studied this question.

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