Motivational Interviewing

Motivational Interviewing (MI) is a therapeutic approach focused on guiding individuals toward positive behavioral change through collaborative conversation. Current research emphasizes developing AI-powered systems, particularly leveraging large language models (LLMs) and various machine learning techniques, to simulate and analyze MI interactions, including the identification and generation of reflective listening responses and the classification of client utterances. This work aims to improve access to effective MI, enhance counselor training, and provide a deeper understanding of the nuances of successful MI conversations, ultimately leading to more effective therapeutic interventions.