EKT: Exercise-aware Knowledge Tracing for Student Performance Prediction

7 June 2019

Qi Liu

Enhong Chen

Papers citing "EKT: Exercise-aware Knowledge Tracing for Student Performance Prediction"

40 / 40 papers shown

Title
Denoising Programming Knowledge Tracing with a Code Graph-based Tuning Adaptor W. Gao Qi Liu Rui Li Yuze Zhao Hao Wang Linan Yre Fangzhou Yao Zheng Zhang 41 2 0 07 Jun 2025
TestAgent: An Adaptive and Intelligent Expert for Human Assessment Junhao Yu Yan Zhuang YuXuan Sun W. Gao Qi Liu Mingyue Cheng Zhenya Huang Enhong Chen LLMAG 60 0 0 03 Jun 2025
From Objectives to Questions: A Planning-based Framework for Educational Mathematical Question Generation Cheng Cheng Z. Huang Guanhao Zhao Yuxiang Guo Xin Lin J. Wu Xin Li Shijin Wang 42 0 0 01 Jun 2025
IRT-Router: Effective and Interpretable Multi-LLM Routing via Item Response Theory Wei Song Z. Huang Cheng Cheng W. Gao Bihan Xu Guanhao Zhao Fei-Yue Wang Runze Wu KELM 29 0 0 01 Jun 2025
MGS3: A Multi-Granularity Self-Supervised Code Search Framework Rui Li Junfeng Kang Qi Liu Liyang He Zheng Zhang Yunhao Sha Linbo Zhu Zhenya Huang 44 1 0 30 May 2025
am-ELO: A Stable Framework for Arena-based LLM Evaluation Zirui Liu Jiatong Li Yan Zhuang Qiang Liu Shuanghong Shen Jie Ouyang Mingyue Cheng Shijin Wang 184 1 0 06 May 2025
AAKT: Enhancing Knowledge Tracing with Alternate Autoregressive Modeling Hao Zhou Wenge Rong Jianfei Zhang Qing Sun Y. Ouyang Zhang Xiong AI4Ed KELM 122 1 0 17 Feb 2025
Language Representation Favored Zero-Shot Cross-Domain Cognitive Diagnosis Shuo Liu Zihan Zhou Yuanhao Liu Jing Zhang Hong Qian AI4Ed 105 1 0 18 Jan 2025
Advancing Personalized Learning Analysis via an Innovative Domain Knowledge Informed Attention-based Knowledge Tracing Method Shubham Kose Jin Wei-Kocsis AI4Ed 60 0 0 09 Jan 2025
Automated Knowledge Concept Annotation and Question Representation Learning for Knowledge Tracing Yilmazcan Ozyurt Stefan Feuerriegel Mrinmaya Sachan AI4Ed 128 2 0 02 Oct 2024
Language Model Can Do Knowledge Tracing: Simple but Effective Method to Integrate Language Model and Knowledge Tracing Task Unggi Lee Jiyeong Bae Dohee Kim Sookbun Lee Jaekwon Park Taekyung Ahn Gunho Lee Damji Stratton Hyeoncheol Kim AI4Ed KELM 63 12 0 05 Jun 2024
Analysis of Knowledge Tracing performance on synthesised student data Panagiotis Pagonis Kai Hartung Di Wu Munir Georges Sören Gröttrup 39 0 0 30 Jan 2024
Interpretable Knowledge Tracing via Response Influence-based Counterfactual Reasoning Jiajun Cui Minghe Yu Bo Jiang Aimin Zhou Jianyong Wang Wei Zhang 82 4 0 01 Dec 2023
Multi-granulariy Time-based Transformer for Knowledge Tracing Tong Zhou AI4Ed 65 9 0 11 Apr 2023
DKT-STDRL: Spatial and Temporal Representation Learning Enhanced Deep Knowledge Tracing for Learning Performance Prediction Liting Lyu Zhifeng Wang Haihong Yun Zexue Yang Ya Li AI4Ed 36 1 0 15 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 78 48 0 14 Feb 2023
Learning by Applying: A General Framework for Mathematical Reasoning via Enhancing Explicit Knowledge Learning Jia-Yin Liu Zhenya Huang Chengxiang Zhai Qi Liu 47 20 0 11 Feb 2023
Towards a Holistic Understanding of Mathematical Questions with Contrastive Pre-training Yuting Ning Zhenya Huang Xin Lin Enhong Chen Shiwei Tong Zheng Gong Shijin Wang AIMat 69 7 0 18 Jan 2023
HiTSKT: A Hierarchical Transformer Model for Session-Aware Knowledge Tracing Fucai Ke Weiqing Wang Weicong Tan Lan Du Yuan Jin Yujin Huang Hongzhi Yin AI4Ed 71 25 0 23 Dec 2022
Differentiating Student Feedbacks for Knowledge Tracing Jiajun Cui Wei Zhang Chanjin Zheng Lu Wang Mo Yu Wei Zhang AI4Ed 94 0 0 16 Dec 2022
DGEKT: A Dual Graph Ensemble Learning Method for Knowledge Tracing C. Cui Yumo Yao Chunyun Zhang Hebo Ma Yuling Ma Zhaochun Ren Chen Zhang James Ko AI4Ed 105 34 0 23 Nov 2022
pyKT: A Python Library to Benchmark Deep Learning based Knowledge Tracing Models Zitao Liu Qiongqiong Liu Jiahao Chen Shuyan Huang Jiliang Tang Weiqing Luo AI4Ed 124 53 0 23 Jun 2022
Bi-CLKT: Bi-Graph Contrastive Learning based Knowledge Tracing Xiangyu Song Jianxin Li Qiuyu Lei Wei Zhao Yunliang Chen Ajmal Mian AI4Ed 75 184 0 22 Jan 2022
Knowledge Tracing: A Survey Ghodai M. Abdelrahman Qing Wang B. Nunes AI4Ed 121 215 0 08 Jan 2022
Modeling Users' Behavior Sequences with Hierarchical Explainable Network for Cross-domain Fraud Detection Yongchun Zhu Dongbo Xi Bowen Song Fuzhen Zhuang Shuai Chen Xi Gu Qing He 70 60 0 04 Jan 2022
Semantic TrueLearn: Using Semantic Knowledge Graphs in Recommendation Systems Sahan Bulathwela Maria Perez-Ortiz Emine Yilmaz John Shawe-Taylor 134 4 0 08 Dec 2021
ExamGAN and Twin-ExamGAN for Exam Script Generation Zhengyang Wu Kefeng Deng Judy Qiu Yong Tang 52 1 0 22 Aug 2021
Enhancing Knowledge Tracing via Adversarial Training Xiaopeng Guo Zhijie Huang Jie Gao Mingyu Shang Maojing Shu Jun Sun AAML 79 63 0 10 Aug 2021
Tri-Branch Convolutional Neural Networks for Top- $k$ Focused Academic Performance Prediction C. Cui Jian Zong Yuling Ma Xinhua Wang Lei Guo Meng Chen Yilong Yin 10 11 0 22 Jul 2021
Knowledge Transfer by Discriminative Pre-training for Academic Performance Prediction Byungsoo Kim Hangyeol Yu Dongmin Shin Youngduck Choi 19 1 0 28 Jun 2021
Set2setRank: Collaborative Set to Set Ranking for Implicit Feedback based Recommendation Lei Chen Le Wu Kun Zhang Richang Hong Meng Wang BDL CML 68 17 0 16 May 2021
A Survey on Accuracy-oriented Neural Recommendation: From Collaborative Filtering to Information-rich Recommendation Le Wu Xiangnan He Xiang Wang Kun Zhang Meng Wang HAI 158 299 0 27 Apr 2021
SAINT+: Integrating Temporal Features for EdNet Correctness Prediction Dongmin Shin Yugeun Shim Hangyeol Yu Seewoo Lee Byungsoo Kim Youngduck Choi 110 150 0 19 Oct 2020
AI-Driven Interface Design for Intelligent Tutoring System Improves Student Engagement Byungsoo Kim H.J. Terry Suh Jaewe Heo Youngduck Choi 32 7 0 18 Sep 2020
RKT : Relation-Aware Self-Attention for Knowledge Tracing Shalini Pandey Jaideep Srivastava AI4Ed 56 180 0 28 Aug 2020
Towards an Appropriate Query, Key, and Value Computation for Knowledge Tracing Youngduck Choi Youngnam Lee Junghyun Cho Jineon Baek Byungsoo Kim Yeongmin Cha Dongmin Shin Chan Bae Jaewe Heo 103 212 0 14 Feb 2020
Deep Technology Tracing for High-tech Companies Han Wu Kun Zhang Guangyi Lv Qi Liu Runlong Yu Weihao Zhao Enhong Chen Jianhui Ma 61 15 0 02 Jan 2020
EdNet: A Large-Scale Hierarchical Dataset in Education Youngduck Choi Youngnam Lee Dongmin Shin Junghyun Cho Seoyon Park Seewoo Lee Jineon Baek Chan Bae Byungsoo Kim Youngjun Jang AI4Ed 90 186 0 06 Dec 2019
Neural Cognitive Diagnosis for Intelligent Education Systems Fei-Yue Wang Qi Liu Enhong Chen Zhenya Huang Yuying Chen Yu Yin Zai Huang Shijin Wang AI4Ed 65 236 0 23 Aug 2019
Enhancing Item Response Theory for Cognitive Diagnosis Song Cheng Qi Liu AI4Ed 74 99 0 27 May 2019