Proactive Knowledge Inquiry in Doctor-Patient Dialogue: Stateful Extraction, Belief Updating, and Path-Aware Action Planning. - Zhenhai Pan; Yan Liu; Jia You (CoRR, 2026)

A Proactive EMR Assistant for Doctor-Patient Dialogue: Streaming ASR, Belief Stabilization, and Preliminary Controlled Evaluation. - Zhenhai Pan; Yan Liu; Jia You (CoRR, 2026)