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Civil Court Simulation with Large Language Models
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civil-court-simulation-with-large-language-models-fd0c0f0a·1 events·first seen 8d agoAliases: Civil Court Simulation with Large Language Models
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Multi-agent LLM framework for Chinese civil court simulation with five-stage trial procedure
Researchers present a multi-agent LLM framework for simulating Chinese civil court proceedings, organized around a five-stage civil trial procedure with memory modules and statute retrieval. The system targets civil litigation specifically, which is more common and harder to simulate than criminal cases due to flexible claims and remedies. Experiments show reliable judgment outputs with particular strengths in liability allocation, and find that memory quality substantially affects downstream simulation quality. Code and dataset are publicly released.