用ChatGPT自动生成高教测验题，提升出题效率
A ChatGPT-based approach for questions generation in higher education
- 设计交互式提示模板，优化AI生成试题流程
- 越南银行学院测试显示生成题目质量可靠
- 适合需要高效出题的高校教师与教学管理者
大型语言模型已广泛应用于日常生活，显著提升企业效率并改善用户体验。本文聚焦探索基于大模型的聊天机器人ChatGPT在高等教育中的应用，支持教师生成测验题并评估学习者。具体通过研究交互式提示模式，设计最优的AI驱动题库创建流程。生成的题目通过向教师和学生发放盲测问卷进行评估。在越南银行学院的初步结果较为乐观，表明该方法有望显著减轻高等教育机构评估学生所耗费的时间与精力。
原文摘要 · Abstract (English)
Large language models have been widely applied in many aspects of real life, bringing significant efficiency to businesses and offering distinctive user experiences. In this paper, we focus on exploring the application of ChatGPT, a chatbot based on a large language model, to support higher educator in generating quiz questions and assessing learners. Specifically, we explore interactive prompting patterns to design an optimal AI-powered question bank creation process. The generated questions are evaluated through a "Blind test" survey sent to various stakeholders including lecturers and learners. Initial results at the Banking Academy of Vietnam are relatively promising, suggesting a potential direction to streamline the time and effort involved in assessing learners at higher education institutes.
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