Microsoft Research · Ke Yang, Chenglong Wang, Michel Galley, Jeevana Priya Inala, ChengXiang Zhai, Jianfeng Gao · 21 天前精选模型评分60
微软研究院发布 StudentSim，用个性化学生模拟器评估和改进 人工智能（AI，Artificial Intelligence） 辅导系统
Simulating student learning for better AI tutoring
导读
微软研究院提出研究系统 StudentSim，用公开的去标识学习记录为每个学生训练个性化模拟器，在真实学习者测试之前评估和改进 人工智能（AI，Artificial Intelligence） 辅导系统。
推荐理由
微软研究院提出用真实学习记录训练个性化学生模拟器，在三个学科上给出可复用的评测协议和训练反馈路径。
分类置信度
中 · 待人工复核
- 存在未解决的相邻类别：foundation-models，需要人工复核。
来源级别：官方一手
应用领域：企业学习与教育
事件类型：研究发布
证据摘录
- “StudentSim is an AI system that creates personalized simulators of individual students, modeling how they answer questions and how their answers change after receiving a tutor’s guidance.”
- “it is not a product, is not deployed in classrooms, and is not intended to replace teachers”
- “The research uses only publicly available learner datasets released for research use with de-identified records; no personally identifying information is used at any stage.”
- “The paper and the StudentSim training and evaluation code, including the StudentSimEval protocol, are publicly available.”
来源：Microsoft Research · microsoft.com