@inproceedings{lu-etal-2025-demystifying, title = "Demystifying Small Language Models for Edge Deployment", author = "Lu, Zhenyan and Li, Xiang and Cai, Dongqi and Yi, Rongjie and Liu, Fangming and Liu, Wei and Luan, Jian and Zhang, Xiwen and Lane, Nicholas D. and Xu, Mengwei", editor = "Che, Wanxiang and Nabende, Joyce and Shutova, Ekaterina and Pilehvar, Mohammad Taher", booktitle = "Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)", month = jul, year = "2025", address = "Vienna, Austria", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingestion-acl-25/2025.acl-long.718/", pages = "14747--14764", ISBN = "979-8-89176-251-0" }