MOSAIC: Orchestrating Collaborative Knowledge Tracing with Hierarchical Semantic Alignment

Xinjin Li, Mengyue Wang, Yuzhen Lin +4

Knowledge Tracing (KT) is important for personalized education but traditionally suffers from two key limitations: a reliance on shallow ID-based representations that neglect seman…