Psy-Chronicle: Synthesizing Campus Counseling Grounded in a Student's Semester Timeline
Psy-Chronicle is a framework that synthesizes long-term campus counseling dialogues by modeling them as an event-driven process tied to a student's semester timeline. It creates structured profiles, generates stress event graphs, and simulates sessions while maintaining cross-session memory. This method produces a high-quality dataset (CPCD) that significantly improves AI models' ability to handle long-term counseling context and recall.