Shayan Peyghambari Oskoui
Author directory2026
Evaluating Feedback Focus and Pedagogical Adaptivity in LLM Feedback on Student Writing
Norah Almousa | Shayan Peyghambari Oskoui | Raquel Coelho | Gayle Rogers | Xiang Lorraine Li | Diane Litman
Proceedings of the Artificial Intelligence in Measurement and Education Conference (AIME-Con): Full Papers
Norah Almousa | Shayan Peyghambari Oskoui | Raquel Coelho | Gayle Rogers | Xiang Lorraine Li | Diane Litman
Proceedings of the Artificial Intelligence in Measurement and Education Conference (AIME-Con): Full Papers
We examine whether LLMs generate feedback aligned with expert teachers’ practices in feedback focus and adaptivity. We present FeedType, a benchmark of annotated teacher and LLM feedback to evaluate this alignment. Results reveal that while LLMs cover most feedback types, they fail to fully replicate teachers’ feedback distributions and adaptivity.