Psi-Arena evaluates LLM counselors through simulated three-phase dialogues with AI clients and tripartite AI judging, then improves them via AI-generated feedback, reporting up to 141% relative pass-rate gains.
<Problem and Description> Problem: {Problem} Description: {Description} Table 4: The client profile extraction prompt
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{\Psi}-Arena: Interactive Assessment and Optimization of LLM-based Psychological Counselors with Tripartite Feedback
Psi-Arena evaluates LLM counselors through simulated three-phase dialogues with AI clients and tripartite AI judging, then improves them via AI-generated feedback, reporting up to 141% relative pass-rate gains.