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cs.CY2026
EduIllustrate: Towards Scalable Automated Generation Of Multimodal Educational Content
Shuzhen Bi, Mingzi Zhang, Zhuoxuan Li +3
Large language models are increasingly used as educational assistants, yet evaluation of their educational capabilities remains concentrated on question-answering and tutoring task…
cs.CY2025
ELMES: An Automated Framework for Evaluating Large Language Models in Educational Scenarios
Shou'ang Wei, Xinyun Wang, Shuzhen Bi +9
The emergence of Large Language Models (LLMs) presents transformative opportunities for education, generating numerous novel application scenarios. However, significant challenges…