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educational assessment 1knowledge tracing 1phase-aware learning 1student modeling 1transformer models 1

From the 1 of 1 linked paper with an AI index.

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1 paper

cs.LG2026

Disentangling Knowledge States with Ability and Proficiency Modeling for Knowledge Tracing

Duantengchuan Li, Yingqian Bi, Jinsong Chen +2

The paper introduces Phase-Aware Knowledge Tracing (PAKT), a method that separates student interaction data into ability-building and proficiency phases to better predict future pe…