Optimal Question Selection from a Large Question Bank for Clinical Field Recovery in Conversational Psychiatric Intake

This research paper addresses optimal question selection for information gathering in psychiatric intake using conversational AI. It introduces a benchmark with 655 questions and synthetic vignettes, evaluating LLM-guided adaptive policies.