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MathVC: An LLM-Simulated Multi-Character Virtual Classroom for Mathematics Education
April 11, 2024, 4:46 a.m. | Murong Yue, Wijdane Mifdal, Yixuan Zhang, Jennifer Suh, Ziyu Yao
cs.CL updates on arXiv.org arxiv.org
Abstract: Mathematical modeling (MM) is considered a fundamental skill for students in STEM disciplines. Practicing the MM skill is often the most effective when students can engage in group discussion and collaborative problem-solving. However, due to unevenly distributed teachers and educational resources needed to monitor such group activities, students do not always receive equal opportunities for this practice. Excitingly, large language models (LLMs) have recently demonstrated strong capability in both modeling mathematical problems and simulating characters …
abstract arxiv classroom collaborative cs.cl cs.hc distributed education educational however llm mathematics modeling problem-solving resources stem students teachers type virtual
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