Author

Guan-Qun Bi

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Preprint Aug 2026

PatientAct: Theory-Grounded Mental Health Client Simulation

LLM-based simulated clients are increasingly used to train novice counselors, evaluate LLM therapists, and generate synthetic data. However, current simulators produce overly cooperative clients that disclose too readily, accept therapeutic reframes without resistance, and resolve core issues within a single session. W...

Sahand Sabour, NG TszYam, Yaqian Chen et al. · 1 citation · ⚡1