Adaptive Learning Systems (ALS) are transforming English language education by utilizing AI-driven techniques to provide personalized learning experiences that cater to each student’s unique needs.

Domain adaptation for low-resource dialogue state tracking (DST) is of significance due to the growing diversity of conversation scenarios. In this paper, we propose a novel domain adaptive ...