Auxiliary task enhanced multi-concept fusion attentive knowledge tracking

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Xiaodi Huang, Yanting Li, Xin Xia, Rongmei Zhao, Shenggen Ju

Published: 2025, Last Modified: 11 Jan 2026Expert Syst. Appl. 2025EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•We propose four auxiliary tasks for the knowledge tracking domain.•We propose a KT model that is well adapted to the above auxiliary tasks.•The auxiliary tasks significantly enhance the baseline model’s performance.