pyKT: A Python Library to Benchmark Deep Learning based Knowledge
Tracing Models

pyKT: A Python Library to Benchmark Deep Learning based Knowledge Tracing Models

23 June 2022

Zitao Liu

Papers citing "pyKT: A Python Library to Benchmark Deep Learning based Knowledge Tracing Models"

11 / 11 papers shown

Title
RouterKT: Mixture-of-Experts for Knowledge Tracing Han Liao Shuaishuai Zu 43 0 0 11 Apr 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
AAKT: Enhancing Knowledge Tracing with Alternate Autoregressive Modeling Hao Zhou Wenge Rong Jianfei Zhang Qing Sun Y. Ouyang Zhang Xiong AI4Ed KELM 54 0 0 17 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
Sparse Binary Representation Learning for Knowledge Tracing Yahya Badran Christine Preisach 47 0 0 20 Jan 2025
Advancing Personalized Learning Analysis via an Innovative Domain Knowledge Informed Attention-based Knowledge Tracing Method Shubham Kose Jin Wei-Kocsis AI4Ed 34 0 0 09 Jan 2025
Automated Knowledge Concept Annotation and Question Representation Learning for Knowledge Tracing Yilmazcan Ozyurt Stefan Feuerriegel Mrinmaya Sachan AI4Ed 52 1 0 02 Oct 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 5 0 01 Jul 2024
Enhancing Deep Knowledge Tracing with Auxiliary Tasks Zitao Liu Qiongqiong Liu Jiahao Chen Shuyan Huang Boyu Gao Weiqing Luo Jian Weng AI4Ed 30 45 0 14 Feb 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 30 41 0 14 Feb 2023
simpleKT: A Simple But Tough-to-Beat Baseline for Knowledge Tracing Zitao Liu Qiongqiong Liu Jiahao Chen Shuyan Huang Weiqing Luo AI4Ed 21 38 0 14 Feb 2023