@inproceedings{liu25emnlp, title = {Not-Just-Scaling Laws: Towards a Better Understanding of the Downstream Impact of Language Model Design Decisions}, author = {Emmy Liu and Amanda Bertsch and Lintang Sutawika and Lindia Tjuatja and Patrick Fernandes and Lara Marinov and Michael Chen and Shreya Singhal and Carolin Lawrence and Aditi Raghunathan and Kiril Gashteovski and Graham Neubig}, booktitle = {Conference on Empirical Methods for Natural Language Processing (EMNLP)}, address = {Suzhou, China}, month = {November}, url = {https://arxiv.org/abs/2503.03862}, year = {2025} }