Code-DKT: A Code-based Knowledge Tracing Model for Programming Tasks

Code-DKT: A Code-based Knowledge Tracing Model for Programming Tasks

7 June 2022

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Papers citing "Code-DKT: A Code-based Knowledge Tracing Model for Programming Tasks"

11 / 11 papers shown

Title
Automated Knowledge Component Generation and Knowledge Tracing for Coding Problems Zhangqi Duan Nigel Fernandez Sri Kanakadandi Mohammad Hassany Rafaella Sampaio de Alencar Peter Brusilovsky Bita Akram Andrew Lan 133 0 0 25 Feb 2025
Knowledge Tracing in Programming Education Integrating Students' Questions Doyoun Kim Suin Kim Yojan Jo AI4Ed 61 0 0 22 Jan 2025
SAINT+: Integrating Temporal Features for EdNet Correctness Prediction Dongmin Shin Yugeun Shim Hangyeol Yu Seewoo Lee Byungsoo Kim Youngduck Choi 95 149 0 19 Oct 2020
Extending the Hint Factory for the assistance dilemma: A novel, data-driven HelpNeed Predictor for proactive problem-solving help Mehak Maniktala Christa Cody Amy Isvik Nicholas Lytle Min Chi Tiffany Barnes 14 11 0 08 Oct 2020
Context-Aware Attentive Knowledge Tracing Aritra Ghosh Neil T. Heffernan Andrew Lan AI4Ed HAI 121 388 0 24 Jul 2020
CodeBERT: A Pre-Trained Model for Programming and Natural Languages Zhangyin Feng Daya Guo Duyu Tang Nan Duan Xiaocheng Feng ... Linjun Shou Bing Qin Ting Liu Daxin Jiang Ming Zhou 173 2,672 0 19 Feb 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 45 206 0 14 Feb 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 48 183 0 06 Dec 2019
A Self-Attentive model for Knowledge Tracing Shalini Pandey George Karypis AI4Ed 59 368 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 107 1,163 0 19 Jun 2015
Show, Attend and Tell: Neural Image Caption Generation with Visual Attention Ke Xu Jimmy Ba Ryan Kiros Kyunghyun Cho Aaron Courville Ruslan Salakhutdinov R. Zemel Yoshua Bengio DiffM 350 10,083 0 10 Feb 2015