StsPatient uses steering vectors from contrastive pairs plus stochastic token modulation to achieve fine-grained, severity-controllable simulation of cognitively impaired standardized patients, outperforming prompt-engineering baselines in authenticity and controllability.
Huachuan Qiu and Zhenzhong Lan
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Beyond Prompt: Fine-grained Simulation of Cognitively Impaired Standardized Patients via Stochastic Steering
StsPatient uses steering vectors from contrastive pairs plus stochastic token modulation to achieve fine-grained, severity-controllable simulation of cognitively impaired standardized patients, outperforming prompt-engineering baselines in authenticity and controllability.