Evaluating the Impact of LLM-Generated Assignment Report Summaries in Intelligent Tutoring Systems. - Wen-Chiang Ivan Lim; Neil T. Heffernan (AIED Companion (1), 2025)

Leveraging LLMs for Assignment Report Summaries to Support Teacher Insights in Intelligent Tutoring Systems. - Wen-Chiang Ivan Lim; Neil T. Heffernan; Ivan Eroshenko; Wai Khumwang; Pei-Chen Chan (L@S, 2025)

LLM-Generated Summaries for Teachers: A Randomized Field Experiment in a Digital Learning Platform. - Wen-Chiang Ivan Lim; Eamon Worden; Adam Sales; Neil T. Heffernan (L@S, 2026)

A Large Scale Randomized Control Trial Showing LLM Generated Feedback Helps Low-Knowledge Middle School Math Students with Short-Term Learning. - Eamon Worden; Luca Dang; Wen-Chiang Ivan Lim; Sarah Miller; Jiayi Zhang 004; Aaron Haim; Adam Sales; Ashish Gurung; Neil T. Heffernan (L@S, 2026)