@inproceedings{roberts-etal-2025-compute, title = "Compute Optimal Scaling of Skills: Knowledge vs Reasoning", author = "Roberts, Nicholas and Chatterji, Niladri S. and Narang, Sharan and Lewis, Mike and Hupkes, Dieuwke", editor = "Che, Wanxiang and Nabende, Joyce and Shutova, Ekaterina and Pilehvar, Mohammad Taher", booktitle = "Findings of the Association for Computational Linguistics: ACL 2025", month = jul, year = "2025", address = "Vienna, Austria", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/display_plenaries/2025.findings-acl.688/", pages = "13295--13316", ISBN = "979-8-89176-256-5" }