@inproceedings{lourie-etal-2025-scaling, title = "Scaling Laws Are Unreliable for Downstream Tasks: A Reality Check", author = "Lourie, Nicholas and Hu, Michael Y. and Cho, Kyunghyun", editor = "Christodoulopoulos, Christos and Chakraborty, Tanmoy and Rose, Carolyn and Peng, Violet", booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025", month = nov, year = "2025", address = "Suzhou, China", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/author-page-yu-wang-polytechnic/2025.findings-emnlp.877/", doi = "10.18653/v1/2025.findings-emnlp.877", pages = "16167--16180", ISBN = "979-8-89176-335-7" }