@inproceedings{hotta-etal-2026-loop, title = "Loop Before You Leap: What Recurrent Depth Can and Cannot Buy in Data-Limited Pretraining", author = "Hotta, Daichi and Kobashi, Yohei and Kojima, Takeshi and Iwasawa, Yusuke and Matsuo, Yutaka", 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.43/", pages = "543--562", ISBN = "979-8-89176-475-0" }