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"

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Title
Is Passive Expertise-Based Personalization Enough? A Case Study in AI-Assisted Test-Taking Li Siyan Jason Zhang Akash Maharaj Yuanming Shi Yunyao Li 104 0 0 28 Nov 2025
HISE-KT: Synergizing Heterogeneous Information Networks and LLMs for Explainable Knowledge Tracing with Meta-Path Optimization Zhiyi Duan Zixing Shi Hongyu Yuan Qi Wang 92 0 0 19 Nov 2025
Next Token Knowledge Tracing: Exploiting Pretrained LLM Representations to Decode Student Behaviour Max Norris Kobi Gal Sahan Bulathwela AI4Ed 188 0 0 04 Nov 2025
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 192 0 0 24 May 2025
Classroom Simulacra: Building Contextual Student Generative Agents in Online Education for Learning Behavioral SimulationInternational Conference on Human Factors in Computing Systems (CHI), 2025 Songlin Xu Hao-Ning Wen Hongyi Pan Dallas Dominguez Dongyin Hu Xinyu Zhang 322 8 0 04 Feb 2025
From Prediction to Application: Language Model-based Code Knowledge Tracing with Domain Adaptive Pre-Training and Automatic Feedback System with Pedagogical Prompting for Comprehensive Programming Education Unggi Lee Jiyeong Bae Yeonji Jung Minji Kang Gyuri Byun ... Sookbun Lee Jaekwon Park Taekyung Ahn Gunho Lee Hyeoncheol Kim AI4Ed KELM 234 2 0 31 Aug 2024
Bringing Generative AI to Adaptive Learning in Education Hang Li Tianlong Xu Chaoli Zhang Eason Chen Jing Liang Xing Fan Haoyang Li Shucheng Zhou Qingsong Wen 279 38 0 02 Feb 2024