CLST: Cold-Start Mitigation in Knowledge Tracing by Aligning a
Generative Language Model as a Students' Knowledge Tracer

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CLST: Cold-Start Mitigation in Knowledge Tracing by Aligning a Generative Language Model as a Students' Knowledge Tracer

13 June 2024

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Papers citing "CLST: Cold-Start Mitigation in Knowledge Tracing by Aligning a Generative Language Model as a Students' Knowledge Tracer"

16 / 16 papers shown

Title
Pedagogy-R1: Pedagogically-Aligned Reasoning Model with Balanced Educational Benchmark Unggi Lee Jaeyong Lee Jiyeong Bae Yeil Jeong Junbo Koh Gyeonggeon Lee Gunho Lee Taekyung Ahn Hyeoncheol Kim LRM 49 0 0 24 May 2025
Harnessing LLMs in Curricular Design: Using GPT-4 to Support Authoring of Learning Objectives Pragnya Sridhar Aidan Doyle Arav Agarwal Chris Bogart Jaromír Šavelka M. Sakr 77 46 0 30 Jun 2023
A Study of Generative Large Language Model for Medical Research and Healthcare C.A.I. Peng Xi Yang Aokun Chen Kaleb E. Smith Nima M. Pournejatian ... W. Hogan E. Shenkman Yi Guo Jiang Bian Yonghui Wu LM&MA ELM AI4MH 201 271 0 22 May 2023
GPT-3-driven pedagogical agents for training children's curious question-asking skills Rania Abdelghani Yen-Hsiang Wang Xingdi Yuan Tong Wang Pauline Lucas Hélene Sauzéon Pierre-Yves Oudeyer 99 104 0 25 Nov 2022
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 106 51 0 23 Jun 2022
Finetuned Language Models Are Zero-Shot Learners Jason W. Wei Maarten Bosma Vincent Zhao Kelvin Guu Adams Wei Yu Brian Lester Nan Du Andrew M. Dai Quoc V. Le ALM UQCV 254 3,789 0 03 Sep 2021
LoRA: Low-Rank Adaptation of Large Language Models J. E. Hu Yelong Shen Phillip Wallis Zeyuan Allen-Zhu Yuanzhi Li Shean Wang Lu Wang Weizhu Chen OffRL AI4TS AI4CE ALM AIMat 502 10,526 0 17 Jun 2021
RKT : Relation-Aware Self-Attention for Knowledge Tracing Shalini Pandey Jaideep Srivastava AI4Ed 49 176 0 28 Aug 2020
Context-Aware Attentive Knowledge Tracing Aritra Ghosh Neil T. Heffernan Andrew Lan AI4Ed HAI 121 388 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 80 81 0 23 Jul 2020
Knowledge Tracing with Sequential Key-Value Memory Networks Ghodai M. Abdelrahman Qing Wang AI4Ed KELM 53 197 0 29 Oct 2019
A Self-Attentive model for Knowledge Tracing Shalini Pandey George Karypis AI4Ed 59 371 0 16 Jul 2019
Geometry-Aware Symmetric Domain Adaptation for Monocular Depth Estimation Shanshan Zhao Huan Fu Biwei Huang Dacheng Tao MDE 73 174 0 03 Apr 2019
Dynamic Key-Value Memory Networks for Knowledge Tracing Jiani Zhang Xingjian Shi Irwin King Dit-Yan Yeung AI4Ed KELM 72 626 0 24 Nov 2016
Deep Knowledge Tracing Chris Piech J. Bassen Jonathan Huang Surya Ganguli Mehran Sahami Leonidas Guibas Jascha Narain Sohl-Dickstein AI4Ed HAI 109 1,163 0 19 Jun 2015
Distributed Representations of Words and Phrases and their Compositionality Tomas Mikolov Ilya Sutskever Kai Chen G. Corrado J. Dean NAI OCL 404 33,573 0 16 Oct 2013

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