FoL 2026
AIED

Using LLMs to score mathematics lessons for instructional quality with the UTOP

Tue Jun 30, 2:00 PM–2:25 PM · North 209
★ Notable speakers
Candace Walkington — Personalization of mathematics instruction by connecting math to students' interests; intelligent tutoring, generative AI, AR/VR in math learning

Uses LLMs to automatically score mathematics lessons for instructional quality using the UTOP observation protocol.

Authors

Katie Bainbridge, Jess Vitale, Candace Walkington