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LLM-based Prompt Engineering Method

  • Supervisor:Hee Choel Kim
  • Status: Upcoming

Mental Health Support utilizing an LLM-based Prompt Engineering Method (2024~present).

A mental illness such as anxiety, depression, and stress is defined as a significant disruption in an individual's cognitive effectiveness, emotion, or behavioral patterns, which is clinically significant. It has a Negative Impact on our Daily Life, and leads to physical health issues. It also give an negative impact on Social and Family Relationships. The project addresses this Mental Health Disorder, we develop this dialogue system with LLM using prompt-based psychological intervention for counseling. Here, LLM development includes model selection and creation, fine-tuning, and text processing as well as system design of UI, backend architecture, and blockchain adoption for security. To build the dialogue system, we have used cognitive behavior therapy method, and will design prompts that reframe patient thoughts, and a chat system recommending

suggestions for mental health improvement.

- Joint research with IntoWorldTechnology Co., Busan Paik hospital and IDA (SCLab)