LLM-based Interactive Coding Education via Predictive Query Management and Student-Centered Fine-Tuning: Design and Implementation with 1500-Student Class Data

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Geonjae Youn, Jonghoon Lee, Joongheon Kim, Chuck Yoo

Published: 10 Nov 2025, Last Modified: 04 Jan 2026CrossrefEveryoneRevisionsCC BY-SA 4.0