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Recent advances in large language models (LLMs) have enabled intelligent tutoring systems, yet the development of LLM-based Virtual Student Agents (LVSAs) remains underexplored.
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Know what you don’t know: Unanswerable questions for squad
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Xnli: Evaluating cross-lingual sentence representations
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Tom B Brown · 2020
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Simulating classroom education with llm-empowered agents
Zheyuan Zhang, Daniel Zhang-Li, Jifan Yu, Linlu Gong, Jinchang Zhou, Zhiyuan Liu, Lei Hou, and Juanzi Li · 2024
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Leveraging large language model as simulated patients for clinical education
Yaneng Li, Cheng Zeng, Jialun Zhong, Ruoyu Zhang, Minhao Zhang, and Lei Zou · 2024
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Evaluation of an llm-powered student agent for teacher training
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Khan academy, 2023
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TAL · 2024
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A review on the use of large language models as virtual tutors
Silvia García-Méndez, Francisco de Arriba-Pérez, and María del Carmen Somoza-López · 2024
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Mathvc: An llm-simulated multi-character virtual classroom for mathematics education
Murong Yue, Wijdane Mifdal, Yixuan Zhang, Jennifer Suh, and Ziyu Yao · 2024
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Can llms master math? investigating large language models on math stack exchange
Ankit Satpute, Noah Gießing, André Greiner-Petter, Moritz Schubotz, Olaf Teschke, Akiko Aizawa, and Bela Gipp · 2024
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Mathchat: Converse to tackle challenging math problems with llm agents
Yiran Wu, Feiran Jia, Shaokun Zhang, Hangyu Li, Erkang Zhu, Yue Wang, Yin Tat Lee, Richard Peng, Qingyun Wu, and Chi Wang · 2024
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Internvl: Scaling up vision foundation models and aligning for generic visual-linguistic tasks
Zhe Chen, Jiannan Wu, Wenhai Wang, Weijie Su, Guo Chen, Sen Xing, Muyan Zhong, Qinglong Zhang, Xizhou Zhu, Lewei Lu, et al · 2024
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Minicpm: Unveiling the potential of small language models with scalable training strategies
Shengding Hu, Yuge Tu, Xu Han, Chaoqun He, Ganqu Cui, Xiang Long, Zhi Zheng, Yewei Fang, Yuxiang Huang, Weilin Zhao, et al · 2024
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Llava-med: Training a large language-and-vision assistant for biomedicine in one day
Chunyuan Li, Cliff Wong, Sheng Zhang, Naoto Usuyama, Haotian Liu, Jianwei Yang, Tristan Naumann, Hoifung Poon, and Jianfeng Gao · 2024
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Teaching plan generation and evaluation with gpt-4: Unleashing the potential of llm in instructional design
Bihao Hu, Longwei Zheng, Jiayi Zhu, Lishan Ding, Yilei Wang, and Xiaoqing Gu · 2024
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Chatdev: Communicative agents for software development
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T.Simonite · 2024
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Yuzhen Huang, Yuzhuo Bai, Zhihao Zhu, Junlei Zhang, Jinghan Zhang, Tangjun Su, Junteng Liu, Chuancheng Lv, Yikai Zhang, Yao Fu, et al · 2024
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squirrelai · 2024
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Yuwei Wan, Aswathy Ajith, Yixuan Liu, Ke Lu, Clara Grazian, Bram Hoex, Wenjie Zhang, Chunyu Kit, Tong Xie, and Ian Foster · 2024
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Metacognitive capabilities of llms: An exploration in mathematical problem solving
Aniket Didolkar, Anirudh Goyal, Nan Rosemary Ke, Siyuan Guo, Michal Valko, Timothy Lillicrap, Danilo Rezende, Yoshua Bengio, Michael Mozer, and Sanjeev Arora · 2024
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Fine-tuned large language model for visualization system: A study on self-regulated learning in education
Lin Gao, Jing Lu, Zekai Shao, Ziyue Lin, Shengbin Yue, Chiokit Ieong, Yi Sun, Rory James Zauner, Zhongyu Wei, and Siming Chen · 2024
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Evaai: A multi-agent framework leveraging large language models for enhanced automated grading
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Improved baselines with visual instruction tuning
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Minicpm-v: A gpt-4v level mllm on your phone
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Exploring the potential of large language models to simulate personality
Maria Molchanova, Anna Mikhailova, Anna Korzanova, Lidiia Ostyakova, and Alexandra Dolidze · 2025
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Evaluating the ability of large language models to emulate personality
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Ke Ji, Yixin Lian, Linxu Li, Jingsheng Gao, Weiyuan Li, and Bin Dai · 2025
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