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Abstract Academic stress is a major risk factor for mental health problems among college students. Existing online counseling systems often face three limitations: limited user trust in virtual interactions, insufficient adaptation to academic-stress scenarios, and inconsistent professional quality in single-agent counseling. To address these issues, we developed DHCBT, a digital human counseling system based on a hierarchical CBT multi-agent framework.
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