Enhancing Interactive AI Assistants through User Modeling: Challenges and Opportunities

Effective user modeling is crucial for interactive AI assistants to provide personalized guidance and improve task completion outcomes. This work explores the challenges in understanding users' mental states during task execution and investigates the capabilities of large language models in interpreting user profiles.