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This paper proposes a virtual mental health assistant system to address the neglected yet crucial aspect of mental health. Due to constraints in finance, time, space, and resources for in-person therapy, a virtual assistant can provide continuous attention and conscious efforts to improve mental well-being[1]. The paper explores the potential of generative chatbots in mental health, reviewing the current landscape of mental health services and identifying challenges faced by individuals seeking support. It examines the technologies and functionalities of chatbots, their role in assessment, intervention, and self-management, emphasizing empathetic conversations, tailored interventions, and real-time support[1]. Generative chatbots can enhance mental health support, increase accessibility, reduce stigma, and provide immediate assistance when working alongside human therapists or professionals, empowering individuals on their path to well-being[1].

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Empathetic Conversations in Mental Health: Fine-Tuning LLMs for Supportive AI Interactions

  • 会议论文

  • 发表日期：

    2025年

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  • Zarinabegam Mundargi,
  • Siddhi Patil,
  • Mrunmayee Phadke,
  • Rahul Sundkar,
  • Rajkumar Dongre,
  • Atharva Raut

摘要

This paper proposes a virtual mental health assistant system to address the neglected yet crucial aspect of mental health. Due to constraints in finance, time, space, and resources for in-person therapy, a virtual assistant can provide continuous attention and conscious efforts to improve mental well-being[1]. The paper explores the potential of generative chatbots in mental health, reviewing the current landscape of mental health services and identifying challenges faced by individuals seeking support. It examines the technologies and functionalities of chatbots, their role in assessment, intervention, and self-management, emphasizing empathetic conversations, tailored interventions, and real-time support[1]. Generative chatbots can enhance mental health support, increase accessibility, reduce stigma, and provide immediate assistance when working alongside human therapists or professionals, empowering individuals on their path to well-being[1].