Mamba4KT:An Efficient and Effective Mamba-based Knowledge Tracing Model

Mamba4KT:An Efficient and Effective Mamba-based Knowledge Tracing Model

26 May 2024

Yang Cao

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Papers citing "Mamba4KT:An Efficient and Effective Mamba-based Knowledge Tracing Model"

9 / 9 papers shown

Title
TimeMachine: A Time Series is Worth 4 Mambas for Long-term Forecasting Md Atik Ahamed Qiang Cheng Mamba AI4TS 109 52 0 14 Mar 2024
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 104 50 0 23 Jun 2022
Enhancing Knowledge Tracing via Adversarial Training Xiaopeng Guo Zhijie Huang Jie Gao Mingyu Shang Maojing Shu Jun Sun AAML 67 61 0 10 Aug 2021
Training data-efficient image transformers & distillation through attention Hugo Touvron Matthieu Cord Matthijs Douze Francisco Massa Alexandre Sablayrolles Hervé Jégou ViT 389 6,802 0 23 Dec 2020
Context-Aware Attentive Knowledge Tracing Aritra Ghosh Neil T. Heffernan Andrew Lan AI4Ed HAI 119 385 0 24 Jul 2020
Attentional Graph Convolutional Networks for Knowledge Concept Recommendation in MOOCs in a Heterogeneous View Shen Wang Jibing Gong Jinlong Wang Wenzheng Feng Hao Peng Jie Tang Philip S. Yu AI4Ed HAI 52 133 0 23 Jun 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 45 205 0 14 Feb 2020
A Self-Attentive model for Knowledge Tracing Shalini Pandey George Karypis AI4Ed 56 368 0 16 Jul 2019
Deep Knowledge Tracing Chris Piech J. Bassen Jonathan Huang Surya Ganguli Mehran Sahami Leonidas Guibas Jascha Narain Sohl-Dickstein AI4Ed HAI 104 1,159 0 19 Jun 2015