作者位次 #3/6ACL 2026Findings· Findings of ACL
Beyond Prompt: Fine-grained Simulation of Cognitively Impaired Standardized Patients via Stochastic Steering
Weikang Zhang · Zimo Zhu · Zhichuan Yang · Chen Huang · Wenqiang Lei · See-Kiong Ng
摘要
Simulating Standardized Patients with cognitive impairment offers a scalable and ethical solution for clinical training. However, existing methods rely on discrete prompt engineering and fail to capture the heterogeneity of deficits across varying domains and severity levels. To address this limi...