@inproceedings{islam-etal-2026-learning, title = "Learning from Correction: Data-Efficient Language Model Training Through Adaptive Teacher-Model Feedback", author = "Islam, Sadri and Kosireddy, Tagore Rao and Li, Kevin and Gaines, Dylan", editor = "Choshen, Leshem and Cotterell, Ryan and Gul, Mustafa Omer and Jumelet, Jaap and Linzen, Tal and Mueller, Aaron and Salhan, Suchir and Shah, Raj Sanjay and Warstadt, Alex and Wilcox, Ethan Gotlieb", booktitle = "Proceedings of the Second {B}aby{LM} Workshop", month = oct, year = "2026", address = "Budapest, Hungary", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.babylm-main.55/", pages = "689--701", ISBN = "979-8-89176-475-0" }