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AI tools enhance campus well-being via chatbots and mental health detection

Researchers have developed AI tools to improve campus well-being by enhancing feedback collection and mental health detection. TigerGPT, a chatbot, uses LLMs for personalized surveys, achieving high usability and satisfaction. AURA, a reinforcement learning framework, refines follow-up questions to improve conversational quality. For intervention, PsychoGPT, an LLM trained on clinical guidelines, aids in distress classification and symptom scoring, with a Stacked Multi-Model Reasoning approach to reduce hallucinations. AI

影响 Introduces novel AI applications for mental health screening and feedback collection in academic settings.

排序理由 The cluster contains an academic paper detailing new AI methods and tools. [lever_c_demoted from research: ic=1 ai=1.0]

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AI tools enhance campus well-being via chatbots and mental health detection

报道来源 [1]

  1. arXiv cs.AI TIER_1 English(EN) · Jinwen Tang ·

    New AI-Driven Tools for Enhancing Campus Well-being: A Prevention and Intervention Approach

    Campus well-being underpins academic success, yet many universities lack effective methods for monitoring satisfaction and detecting mental health risks. This dissertation addresses these gaps through prevention (improving feedback collection) and intervention (advancing mental h…