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Scaling Laws Are Unreliable for Downstream Tasks: A Reality Check

Nicholas Lourie, Michael Y. Hu, KyungHyun Cho. Scaling Laws Are Unreliable for Downstream Tasks: A Reality Check. In Christos Christodoulopoulos 0001, Tanmoy Chakraborty 0002, Carolyn Rose, Violet Peng, editors, Findings of the Association for Computational Linguistics: EMNLP 2025, Suzhou, China, November 4-9, 2025. pages 16167-16180, Association for Computational Linguistics, 2025. [doi]

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