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1908.02146
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Knowledge Query Network: How Knowledge Interacts with Skills
International Conference on Learning Analytics and Knowledge (LAK), 2019
3 August 2019
Jinseok Lee
Dit-Yan Yeung
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Papers citing
"Knowledge Query Network: How Knowledge Interacts with Skills"
21 / 21 papers shown
CleverBirds: A Multiple-Choice Benchmark for Fine-grained Human Knowledge Tracing
Leonie Bossemeyer
Samuel Heinrich
Grant Van Horn
Oisin Mac Aodha
152
0
0
11 Nov 2025
Uncertainty-Aware Knowledge Tracing Models
Joshua Mitton
Prarthana Bhattacharyya
Ralph Abboud
Simon Woodhead
123
0
0
25 Sep 2025
MemoryKT: An Integrative Memory-and-Forgetting Method for Knowledge Tracing
Mingrong Lin
Ke Deng
Zhengyang Wu
Zetao Zheng
Jie Li
KELM
AI4Ed
281
1
0
11 Aug 2025
AAKT: Enhancing Knowledge Tracing with Alternate Autoregressive Modeling
IEEE Transactions on Learning Technologies (IEEE TLT), 2025
Hao Zhou
Wenge Rong
Jianfei Zhang
Qing Sun
Y. Ouyang
Zhang Xiong
AI4Ed
KELM
331
6
0
17 Feb 2025
Not All Options Are Created Equal: Textual Option Weighting for Token-Efficient LLM-Based Knowledge Tracing
JongWoo Kim
SeongYeub Chu
Bryan Wong
Mun Yi
AI4Ed
463
0
0
14 Oct 2024
Deep Knowledge Tracing for Personalized Adaptive Learning at Historically Black Colleges and Universities
Ming-Mu Kuo
Xiangfang Li
Lijun Qian
Pamela Obiomon
Xishuang Dong
AI4Ed
213
0
0
02 Oct 2024
Automated Knowledge Concept Annotation and Question Representation Learning for Knowledge Tracing
Yilmazcan Ozyurt
Stefan Feuerriegel
Mrinmaya Sachan
AI4Ed
388
10
0
02 Oct 2024
Personalized Knowledge Tracing through Student Representation Reconstruction and Class Imbalance Mitigation
Zhiyu Chen
Wei Ji
Jing Xiao
Zitao Liu
AI4Ed
151
1
0
10 Sep 2024
Towards Robust Knowledge Tracing Models via k-Sparse Attention
Shuyan Huang
Zitao Liu
Xiangyu Zhao
Weiqing Luo
Jian Weng
AI4Ed
250
46
0
24 Jul 2024
Uncertainty-preserving deep knowledge tracing with state-space models
S. T. Christie
Carson Cook
Anna N. Rafferty
167
1
0
09 Jul 2024
A Question-centric Multi-experts Contrastive Learning Framework for Improving the Accuracy and Interpretability of Deep Sequential Knowledge Tracing Models
ACM Transactions on Knowledge Discovery from Data (TKDD), 2024
Hengyuan Zhang
Zitao Liu
Chenming Shang
Dawei Li
Yong Jiang
AI4Ed
481
12
0
12 Mar 2024
A Survey of Explainable Knowledge Tracing
Yanhong Bai
Jiabao Zhao
Tingjiang Wei
Qing Cai
Xiaoling Wang
353
27
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
411
5
0
11 Mar 2024
Forgetting-aware Linear Bias for Attentive Knowledge Tracing
International Conference on Information and Knowledge Management (CIKM), 2023
Y. Im
Eunseong Choi
Hee-Sun Kook
Jongwuk Lee
KELM
HAI
CLL
286
30
0
26 Sep 2023
Enhancing Deep Knowledge Tracing with Auxiliary Tasks
The Web Conference (WWW), 2023
Zitao Liu
Qiongqiong Liu
Jiahao Chen
Shuyan Huang
Boyu Gao
Weiqing Luo
Jian Weng
AI4Ed
280
86
0
14 Feb 2023
Improving Interpretability of Deep Sequential Knowledge Tracing Models with Question-centric Cognitive Representations
AAAI Conference on Artificial Intelligence (AAAI), 2023
Jiahao Chen
Zitao Liu
Shuyan Huang
Qiongqiong Liu
Weiqing Luo
AI4Ed
258
94
0
14 Feb 2023
simpleKT: A Simple But Tough-to-Beat Baseline for Knowledge Tracing
International Conference on Learning Representations (ICLR), 2023
Zitao Liu
Qiongqiong Liu
Jiahao Chen
Shuyan Huang
Weiqing Luo
AI4Ed
268
75
0
14 Feb 2023
pyKT: A Python Library to Benchmark Deep Learning based Knowledge Tracing Models
Neural Information Processing Systems (NeurIPS), 2022
Zitao Liu
Qiongqiong Liu
Jiahao Chen
Shuyan Huang
Shucheng Zhou
Weiqing Luo
AI4Ed
425
84
0
23 Jun 2022
Enhancing Knowledge Tracing via Adversarial Training
ACM Multimedia (ACM MM), 2021
Xiaopeng Guo
Zhijie Huang
Jie Gao
Mingyu Shang
Maojing Shu
Jun Sun
AAML
213
88
0
10 Aug 2021
Introducing a framework to assess newly created questions with Natural Language Processing
International Conference on Artificial Intelligence in Education (AIED), 2020
Luca Benedetto
Andrea Cappelli
R. Turrin
Paolo Cremonesi
124
25
0
28 Apr 2020
R2DE: a NLP approach to estimating IRT parameters of newly generated questions
International Conference on Learning Analytics and Knowledge (LAK), 2020
Luca Benedetto
Andrea Cappelli
R. Turrin
Paolo Cremonesi
162
42
0
21 Jan 2020
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