SOURCE-LINKED INTELLIGENCE

From Memory to Behavior: A Behavior-Aware Role-Playing Framework for Social Media Influencers

arXiv · AI, language, vision and robotics · article · Sep 18, 2026 · UTC

Large language models have shown strong potential as role-playing agents for real individuals, yet faithful impersonating remains challenging. Existing in-context learning-based methods fail to capture how individuals react under different situations. In addition, LLM-based evaluation is difficult for obscure individuals. To address these challenges, we propose Situation--Internal state--Behavior Persona method to incorporate situation-dependent behavioral strategies. We further design an evaluation protocol that provides LLM evaluators with references about the impersonated individual. We eva

Read original source ↗ Open in workspace

recordType

paper

region

Global