A training-free, three-stage pipeline that decouples personality, memory, and linguistic style improves LLM role-playing fidelity in human evaluations.
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Test-Time-Matching: Decouple Personality, Memory, and Linguistic Style in LLM-based Role-Playing Language Agent
A training-free, three-stage pipeline that decouples personality, memory, and linguistic style improves LLM role-playing fidelity in human evaluations.