L@S

Instruction @ Scale

Mon Jun 29, 9:00 AM–10:15 AM · North 205

Learning at Scale & MOOCs Teachers & Professional Development

★ Notable speakers

Neil Heffernan ★★ — ASSISTments intelligent tutoring platform; educational data mining at scale

Adam Sales ★ — Causal inference in educational data mining; combining machine learning with randomized trial analysis; principal stratification in ITS

Parmit K. Chilana ★ — HCI research on help-seeking and learning in complex software tools

A session grouping L@S papers on AI-assisted tools and methods that support teaching and instruction at scale.

3 talks in this session

When Should Teachers Control AI Generation for Mathematics Visuals?

Zhengxu Li, Junling Wang, April Yi Wang

Generative AI & Large Language Models Mathematics Education Human–AI Collaboration & Agency

LLM-Generated Summaries for Teachers: A Randomized Field Experiment in a Digital Learning Platform

Wen Chiang Lim, Eamon Worden, Adam Sales, Neil Heffernan

Generative AI & Large Language Models Dashboards & Visual Analytics Mathematics Education

TEACHMate: Designing In-Context Instructor-Centered GenAI Support for Learning Management Systems

Aham Gupta, Shivang Jain, Yaaska Pandit, Rimika Chaudhury, Parmit K. Chilana

Generative AI & Large Language Models Human–AI Collaboration & Agency Teachers & Professional Development