simpleKT: A Simple But Tough-to-Beat Baseline for Knowledge Tracing

simpleKT: A Simple But Tough-to-Beat Baseline for Knowledge Tracing

14 February 2023

Zitao Liu

Papers citing "simpleKT: A Simple But Tough-to-Beat Baseline for Knowledge Tracing"

18 / 18 papers shown

Title
RouterKT: Mixture-of-Experts for Knowledge Tracing Han Liao Shuaishuai Zu 40 0 0 11 Apr 2025
AdvKT: An Adversarial Multi-Step Training Framework for Knowledge Tracing Lingyue Fu Ting Long Jianghao Lin Wei Xia Xinyi Dai Ruiming Tang Yishuo Wang Wenbo Zhang Yong Yu OffRL 40 0 0 07 Apr 2025
Disentangled Knowledge Tracing for Alleviating Cognitive Bias Yiyun Zhou Zheqi Lv Shengyu Zhang Jingyuan Chen AI4Ed 48 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
Classroom Simulacra: Building Contextual Student Generative Agents in Online Education for Learning Behavioral Simulation Songlin Xu Hao-Ning Wen Hongyi Pan Dallas Dominguez Dongyin Hu Xinyu Zhang 70 1 0 04 Feb 2025
Language Representation Favored Zero-Shot Cross-Domain Cognitive Diagnosis Shuo Liu Zihan Zhou Yuanhao Liu Jing Zhang Hong Qian AI4Ed 71 1 0 18 Jan 2025
A Dual-Fusion Cognitive Diagnosis Framework for Open Student Learning Environments Yuanhao Liu Shuo Liu Yimeng Liu Jingwen Yang Hong Qian AI4Ed 36 0 0 19 Oct 2024
Automated Knowledge Concept Annotation and Question Representation Learning for Knowledge Tracing Yilmazcan Ozyurt Stefan Feuerriegel Mrinmaya Sachan AI4Ed 49 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 20 0 0 10 Sep 2024
Towards Robust Knowledge Tracing Models via k-Sparse Attention Shuyan Huang Zitao Liu Xiangyu Zhao Weiqing Luo Jian Weng AI4Ed 24 18 0 24 Jul 2024
Domain Generalizable Knowledge Tracing via Concept Aggregation and Relation-Based Attention Yuquan Xie Wanqi Yang Jinyu Wei Ming Yang Yang Gao AI4Ed 49 1 0 02 Jul 2024
SINKT: A Structure-Aware Inductive Knowledge Tracing Model with Large Language Model Lingyue Fu Hao Guan Kounianhua Du J. Lin Wei Xia Weinan Zhang Ruiming Tang Yasheng Wang Yong Yu AI4Ed KELM RALM 42 4 0 01 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
Predictive, scalable and interpretable knowledge tracing on structured domains Hanqi Zhou Robert Bamler Charley M. Wu Álvaro Tejero-Cantero AI4Ed 20 7 0 19 Mar 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
Improving Interpretability of Deep Sequential Knowledge Tracing Models with Question-centric Cognitive Representations Jiahao Chen Zitao Liu Shuyan Huang Qiongqiong Liu Weiqing Luo AI4Ed 30 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 25 1 0 24 Jun 2022