Bryan Smith
Author directory2026
From Revision to Transfer: Longitudinal Effects of LLM Writing Feedback
Yigal Attali | Bryan Smith | Kai-Ling Lo | Andrew Runge | Jacqueline Church
Proceedings of the Artificial Intelligence in Measurement and Education Conference (AIME-Con): Full Papers
Yigal Attali | Bryan Smith | Kai-Ling Lo | Andrew Runge | Jacqueline Church
Proceedings of the Artificial Intelligence in Measurement and Education Conference (AIME-Con): Full Papers
Prior automated writing feedback systems have shown limited evidence of transferable writing development. This pilot longitudinal study examined whether repeated interaction with process-oriented LLM feedback improved independent writing performance over time. Results suggest positive transfer effects across novel writing tasks, supporting the potential developmental role of LLM-mediated feedback.