AI RESEARCH
Point of Order: Action-Aware LLM Persona Modeling for Realistic Civic Simulation
arXiv CS.AI
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ArXi:2511.17813v2 Announce Type: replace-cross Large language models offer opportunities to simulate multi-party deliberation, but realistic modeling remains limited by a lack of speaker-attributed data. Transcripts produced via automatic speech recognition (ASR) assign anonymous speaker labels (e.g., Speaker_1), preventing models from capturing consistent human behavior. This work