Towards Robust Knowledge Tracing Models via k-Sparse Attention

Towards Robust Knowledge Tracing Models via k-Sparse Attention

24 July 2024

Zitao Liu

Xiangyu Zhao

Papers citing "Towards Robust Knowledge Tracing Models via k-Sparse Attention"

8 / 8 papers shown

Title
RouterKT: Mixture-of-Experts for Knowledge Tracing Han Liao Shuaishuai Zu 38 0 0 11 Apr 2025
Disentangled Knowledge Tracing for Alleviating Cognitive Bias Yiyun Zhou Zheqi Lv Shengyu Zhang Jingyuan Chen AI4Ed 43 0 0 04 Mar 2025
LLM-driven Effective Knowledge Tracing by Integrating Dual-channel Difficulty Jiahui Cen Jianghao Lin Weizhong Xuan Dong-ping Zhou Jianfei Chen Aimin Yang Yue Zhou AI4Ed 89 0 0 27 Feb 2025
Automated Knowledge Concept Annotation and Question Representation Learning for Knowledge Tracing Yilmazcan Ozyurt Stefan Feuerriegel Mrinmaya Sachan AI4Ed 44 1 0 02 Oct 2024
Personalized Knowledge Tracing through Student Representation Reconstruction and Class Imbalance Mitigation Zhiyu Chen Wei Ji Jing Xiao Zitao Liu AI4Ed 15 0 0 10 Sep 2024
A Question-centric Multi-experts Contrastive Learning Framework for Improving the Accuracy and Interpretability of Deep Sequential Knowledge Tracing Models Hengyuan Zhang Zitao Liu Chenming Shang Dawei Li Yong Jiang AI4Ed 52 8 0 12 Mar 2024
Improving Low-Resource Knowledge Tracing Tasks by Supervised Pre-training and Importance Mechanism Fine-tuning Hengyuan Zhang Zitao Liu Shuyan Huang Chenming Shang Bojun Zhan Yong Jiang 45 4 0 11 Mar 2024
A Survey of Knowledge Tracing: Models, Variants, and Applications Shuanghong Shen Qi Liu Zhenya Huang Yonghe Zheng Minghao Yin Minjuan Wang Enhong Chen KELM AI4Ed 20 31 0 06 May 2021