CoPersona introduces a multiplex persona graph for facet-level peer alignment and a dual-branch retrieval-plus-reasoning architecture to improve LLM personalization under sparse and biased user interaction data.
Recent trends in personalized dialogue generation: A review of datasets, methodologies, and evaluations
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AI-driven tools including personalized survey chatbots and guideline-based LLMs are developed and evaluated for preventing issues via better feedback and intervening in campus mental health risks.
citing papers explorer
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CoPersona: Collaborative Persona Graphs for Robust LLM Personalization
CoPersona introduces a multiplex persona graph for facet-level peer alignment and a dual-branch retrieval-plus-reasoning architecture to improve LLM personalization under sparse and biased user interaction data.
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New AI-Driven Tools for Enhancing Campus Well-being: A Prevention and Intervention Approach
AI-driven tools including personalized survey chatbots and guideline-based LLMs are developed and evaluated for preventing issues via better feedback and intervening in campus mental health risks.