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2505.19997
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Embracing Imperfection: Simulating Students with Diverse Cognitive Levels Using LLM-based Agents
Annual Meeting of the Association for Computational Linguistics (ACL), 2025
26 May 2025
Tao Wu
Jingyuan Chen
Wang Lin
Mengze Li
Yumeng Zhu
Ang Li
Kun Kuang
Leilei Gan
LLMAG
AI4Ed
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Papers citing
"Embracing Imperfection: Simulating Students with Diverse Cognitive Levels Using LLM-based Agents"
7 / 7 papers shown
TeachLM: Post-Training LLMs for Education Using Authentic Learning Data
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06 Oct 2025
Cognitive-Level Adaptive Generation via Capability-Aware Retrieval and Style Adaptation
Qingsong Wang
Tao Wu
Wang Lin
Yueying Feng
Gongsheng Yuan
Chang Yao
Jingyuan Chen
168
0
0
15 Sep 2025
Tackling Device Data Distribution Real-time Shift via Prototype-based Parameter Editing
Zheqi Lv
Wenqiao Zhang
Kairui Fu
Q. Tian
Shengyu Zhang
Jiajie Su
Jingyuan Chen
Kun Kuang
Fei Wu
KELM
120
0
0
08 Sep 2025
Personalized Distractor Generation via MCTS-Guided Reasoning Reconstruction
Tao Wu
Jingyuan Chen
Wang Lin
Jian Zhan
Mengze Li
Kun Kuang
Fei Wu
AI4Ed
LRM
311
1
0
15 Aug 2025
SMART: Simulated Students Aligned with Item Response Theory for Question Difficulty Prediction
Alexander Scarlatos
Nigel Fernandez
Christopher M. Ormerod
Susan Lottridge
Andrew Lan
212
5
0
07 Jul 2025
Knowledge is Power: Harnessing Large Language Models for Enhanced Cognitive Diagnosis
AAAI Conference on Artificial Intelligence (AAAI), 2025
Zhiang Dong
Jingyuan Chen
Leilei Gan
AI4Ed
274
10
0
08 Feb 2025
MathVC: An LLM-Simulated Multi-Character Virtual Classroom for Mathematics Education
Murong Yue
Wijdane Mifdal
Jennifer Suh
Yixuan Zhang
Ziyu Yao
LLMAG
392
27
0
10 Apr 2024
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