Tag
Proposes Phase-Aware Knowledge Tracing (PAKT), a framework that decomposes student interactions into ability and proficiency phases, using a multi-branch Transformer to model phase-specific and holistic knowledge states, achieving consistent improvements over baselines on six benchmarks.