FoL 2026
AIED

Confidence-Aware Automated Assessment of Student-Drawn Scientific Models

Mon Jun 29, 11:45 AM–12:00 PM · North 206
★ Notable speakers
Xiaoming Zhai ★★ — AI and machine learning for science education assessment; automated scoring; GenAI in STEM

A confidence-aware model for automatically assessing student-drawn scientific diagrams, combining recognition with calibrated uncertainty estimates.

Authors

Luyang Fang, Yingchuan Zhang, Jongchan Park, Zhaoji Wang, Ping Ma, Xiaoming Zhai