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Author

Ken Koedinger

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Retrieval‐Augmented Lesson Generation With Large Language Models for Scenario‐Based Tutor Training

High‐impact tutoring can improve student learning, but scaling tutoring programmes requires large numbers of novice tutors. Developing high‐quality tutor‐training lessons remains a key bottleneck. This study compared post‐test performance after participants studied human‐created or LLM‐created tutor‐traini...

Jionghao Lin, Sandy Yiyang Zhao, Ashish Gurung et al. · 0 citations
#artificial intelligence Preprint Sep 2026

Towards Breaking the Learning System Wall Using Multimodal Tutoring Transcriptions

An AI-driven multimodal transcription system that processes screen-recording videos into unified screenplay-style transcripts containing audio dialogue and annotated learning log actions is introduced, offering initial steps towards generalizing log data across diverse systems.

Danielle R. Thomas, Marie Cynthia Abijuru Kamikazi, Ashish Gurung et al. · 0 citations

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