3 papers
cs.CY2026
EducaSim: Interactive Simulacra for CS1 Instructional Practice
Cameron Mohne, Nicholas Vo, Dora Demszky +1
Role play is a high-impact mode of training that has demonstrated its effectiveness in improving learning outcomes. However, it is difficult to scale to teacher instruction due to…
cs.CL2025
Educator Attention: How computational tools can systematically identify the distribution of a key resource for students
Qingyang Zhang, Rose E. Wang, Ana T. Ribeiro +2
Educator attention is critical for student success, yet how educators distribute their attention across students remains poorly understood due to data and methodological constraint…
cs.CL2025
Tutor CoPilot: A Human-AI Approach for Scaling Real-Time Expertise
Rose E. Wang, Ana T. Ribeiro, Carly D. Robinson +2
Generative AI, particularly Language Models (LMs), has the potential to transform real-world domains with societal impact, particularly where access to experts is limited. For exam…