Enhancing Deep Knowledge Tracing with Auxiliary Tasks

Enhancing Deep Knowledge Tracing with Auxiliary Tasks

14 February 2023

Zitao Liu

Papers citing "Enhancing Deep Knowledge Tracing with Auxiliary Tasks"

14 / 14 papers shown

Title
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 86 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
Temporal Graph Memory Networks For Knowledge Tracing Seif Gad Sherif M. Abdelfattah Ghodai M. Abdelrahman AI4Ed 21 0 0 23 Sep 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
DyGKT: Dynamic Graph Learning for Knowledge Tracing Ke Cheng Linzhi Peng Pengyang Wang Junchen Ye Leilei Sun Bowen Du AI4Ed 16 1 0 30 Jul 2024
Towards Robust Knowledge Tracing Models via k-Sparse Attention Shuyan Huang Zitao Liu Xiangyu Zhao Weiqing Luo Jian Weng AI4Ed 16 18 0 24 Jul 2024
RIGL: A Unified Reciprocal Approach for Tracing the Independent and Group Learning Processes Xiaoshan Yu Chuan Qin Dazhong Shen Shangshang Yang Haiping Ma Hengshu Zhu Xingyi Zhang AI4Ed 18 3 0 18 Jun 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 49 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
Towards Goal-oriented Intelligent Tutoring Systems in Online Education Yang Deng Zifeng Ren An Zhang Wenqiang Lei Tat-Seng Chua 24 7 0 03 Dec 2023
Do We Fully Understand Students' Knowledge States? Identifying and Mitigating Answer Bias in Knowledge Tracing C. Cui Hebo Ma C. Zhang Chunyun Zhang Yumo Yao Meng Chen Yuling Ma KELM 35 1 0 15 Aug 2023
Improving Interpretability of Deep Sequential Knowledge Tracing Models with Question-centric Cognitive Representations Jiahao Chen Zitao Liu Shuyan Huang Qiongqiong Liu Weiqing Luo AI4Ed 19 39 0 14 Feb 2023
SC-Ques: A Sentence Completion Question Dataset for English as a Second Language Learners Qiongqiong Liu Yaying Huang Zitao Liu Shuyan Huang Jiahao Chen Xiangyu Zhao Guimin Lin Yuyu Zhou Weiqing Luo 17 1 0 24 Jun 2022
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