Enhancing Knowledge Tracing via Adversarial Training

10 August 2021

Papers citing "Enhancing Knowledge Tracing via Adversarial Training"

23 / 23 papers shown

Title
RouterKT: Mixture-of-Experts for Knowledge Tracing Han Liao Shuaishuai Zu 52 0 0 11 Apr 2025
AAKT: Enhancing Knowledge Tracing with Alternate Autoregressive Modeling Hao Zhou Wenge Rong Jianfei Zhang Qing Sun Y. Ouyang Zhang Xiong AI4Ed KELM 64 0 0 17 Feb 2025
Automated Knowledge Concept Annotation and Question Representation Learning for Knowledge Tracing Yilmazcan Ozyurt Stefan Feuerriegel Mrinmaya Sachan AI4Ed 65 1 0 02 Oct 2024
RKT : Relation-Aware Self-Attention for Knowledge Tracing Shalini Pandey Jaideep Srivastava AI4Ed 8 168 0 28 Aug 2020
Leveraging Adversarial Training in Self-Learning for Cross-Lingual Text Classification Xin Luna Dong Yaxin Zhu Yupeng Zhang Zuohui Fu Dongkuan Xu Sen Yang Gerard de Melo VLM 61 30 0 29 Jul 2020
Context-Aware Attentive Knowledge Tracing Aritra Ghosh Neil T. Heffernan Andrew Lan AI4Ed HAI 87 376 0 24 Jul 2020
PyTorch: An Imperative Style, High-Performance Deep Learning Library Adam Paszke Sam Gross Francisco Massa Adam Lerer James Bradbury ... Sasank Chilamkurthy Benoit Steiner Lu Fang Junjie Bai Soumith Chintala ODL 91 42,038 0 03 Dec 2019
Improving Machine Reading Comprehension via Adversarial Training Ziqing Yang Yiming Cui Wanxiang Che Ting Liu Shijin Wang Guoping Hu 34 17 0 09 Nov 2019
Knowledge Query Network: How Knowledge Interacts with Skills Jinseok Lee Dit-Yan Yeung 47 65 0 03 Aug 2019
A Self-Attentive model for Knowledge Tracing Shalini Pandey George Karypis AI4Ed 17 360 0 16 Jul 2019
EKT: Exercise-aware Knowledge Tracing for Student Performance Prediction Qi Liu Zhenya Huang Yu Yin Enhong Chen Hui Xiong Yu Su Guoping Hu AI4Ed 85 386 0 07 Jun 2019
Deep Knowledge Tracing and Dynamic Student Classification for Knowledge Tracing Sein Minn Yi Yu Michel C. Desmarais Feida Zhu Jill-Jênn Vie AI4Ed 51 101 0 24 Sep 2018
Addressing Two Problems in Deep Knowledge Tracing via Prediction-Consistent Regularization Chun-Kit Yeung Dit-Yan Yeung AI4Ed 45 256 0 06 Jun 2018
Robust Multilingual Part-of-Speech Tagging via Adversarial Training Michihiro Yasunaga Jungo Kasai Dragomir R. Radev 38 104 0 14 Nov 2017
Evasion Attacks against Machine Learning at Test Time Battista Biggio Igino Corona Davide Maiorca B. Nelson Nedim Srndic Pavel Laskov Giorgio Giacinto Fabio Roli AAML 74 2,140 0 21 Aug 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 266 129,831 0 12 Jun 2017
Dynamic Key-Value Memory Networks for Knowledge Tracing Jiani Zhang Xingjian Shi Irwin King Dit-Yan Yeung AI4Ed KELM 40 611 0 24 Nov 2016
Adversarial Training Methods for Semi-Supervised Text Classification Takeru Miyato Andrew M. Dai Ian Goodfellow GAN 44 1,053 0 25 May 2016
Deep Knowledge Tracing Chris Piech J. Bassen Jonathan Huang Surya Ganguli Mehran Sahami Leonidas Guibas Jascha Narain Sohl-Dickstein AI4Ed HAI 76 1,141 0 19 Jun 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 316 149,474 0 22 Dec 2014
Explaining and Harnessing Adversarial Examples Ian Goodfellow Jonathon Shlens Christian Szegedy AAML GAN 118 18,922 0 20 Dec 2014
Engaging with Massive Online Courses Ashton Anderson D. Huttenlocher Jon M. Kleinberg J. Leskovec 38 538 0 12 Mar 2014
Intriguing properties of neural networks Christian Szegedy Wojciech Zaremba Ilya Sutskever Joan Bruna D. Erhan Ian Goodfellow Rob Fergus AAML 89 14,831 1 21 Dec 2013