Predictive, scalable and interpretable knowledge tracing on structured
domains

Predictive, scalable and interpretable knowledge tracing on structured domains

19 March 2024

Álvaro Tejero-Cantero

Papers citing "Predictive, scalable and interpretable knowledge tracing on structured domains"

17 / 17 papers shown

Title
Cuff-KT: Tackling Learners' Real-time Learning Pattern Adjustment via Tuning-Free Knowledge State Guided Model Updating Yiyun Zhou Zheqi Lv Shengyu Zhang Jingyuan Chen OffRL KELM 165 2 0 26 May 2025
Automated Knowledge Concept Annotation and Question Representation Learning for Knowledge Tracing Yilmazcan Ozyurt Stefan Feuerriegel Mrinmaya Sachan AI4Ed 92 1 0 02 Oct 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 50 44 0 14 Feb 2023
Interpretable Knowledge Tracing: Simple and Efficient Student Modeling with Causal Relations Sein Minn Jill-Jênn Vie Koh Takeuchi H. Kashima Feida Zhu AI4Ed 58 32 0 15 Dec 2021
Efficient Neural Causal Discovery without Acyclicity Constraints Phillip Lippe Taco S. Cohen E. Gavves CML 45 72 0 22 Jul 2021
SAINT+: Integrating Temporal Features for EdNet Correctness Prediction Dongmin Shin Yugeun Shim Hangyeol Yu Seewoo Lee Byungsoo Kim Youngduck Choi 78 146 0 19 Oct 2020
Context-Aware Attentive Knowledge Tracing Aritra Ghosh Neil T. Heffernan Andrew Lan AI4Ed HAI 116 380 0 24 Jul 2020
Instructions and Guide for Diagnostic Questions: The NeurIPS 2020 Education Challenge Zichao Wang A. Lamb Evgeny S. Saveliev Pashmina Cameron Yordan Zaykov ... Richard G. Baraniuk Craig Barton Simon L. Peyton Jones Simon Woodhead Cheng Zhang AI4Ed 66 79 0 23 Jul 2020
Variational Mixture-of-Experts Autoencoders for Multi-Modal Deep Generative Models Yuge Shi Siddharth Narayanaswamy Brooks Paige Philip Torr DRL 67 270 0 08 Nov 2019
A Self-Attentive model for Knowledge Tracing Shalini Pandey George Karypis AI4Ed 46 363 0 16 Jul 2019
Disentangling by Factorising Hyunjik Kim A. Mnih CoGe OOD 62 1,346 0 16 Feb 2018
Categorical Reparameterization with Gumbel-Softmax Eric Jang S. Gu Ben Poole BDL 297 5,364 0 03 Nov 2016
Semi-Supervised Classification with Graph Convolutional Networks Thomas Kipf Max Welling GNN SSL 591 28,999 0 09 Sep 2016
Variational Inference: A Review for Statisticians David M. Blei A. Kucukelbir Jon D. McAuliffe BDL 250 4,778 0 04 Jan 2016
Embedding Entities and Relations for Learning and Inference in Knowledge Bases Bishan Yang Wen-tau Yih Xiaodong He Jianfeng Gao Li Deng NAI 93 3,192 0 20 Dec 2014
Empirical Analysis of Predictive Algorithms for Collaborative Filtering J. Breese David Heckerman C. Kadie 477 5,911 0 30 Jan 2013
Representation Learning: A Review and New Perspectives Yoshua Bengio Aaron Courville Pascal Vincent OOD SSL 243 12,422 0 24 Jun 2012