no code implementations • 23 May 2024 • Shangshang Yang, Linrui Qin, Xiaoshan Yu
Although neural network-based neural cognitive diagnosis models (CDMs) have exhibited significantly better performance than traditional models, neural cognitive diagnosis is criticized for the poor model interpretability due to the multi-layer perception (MLP) employed, even with the monotonicity assumption.
1 code implementation • NeurIPS 2023 • Shangshang Yang, Xiaoshan Yu, Ye Tian, Xueming Yan, Haiping Ma, Xingyi Zhang
Knowledge tracing (KT) aims to trace students' knowledge states by predicting whether students answer correctly on exercises.