@inproceedings{gao-etal-2026-sada, title = "{SADA}: Bridging In-Context Learning and Fine-Tuning via State-Aligned Distillation Adapters", author = "Gao, Wenhao and Wang, Tianlong and Jia, Wei and Zhang, Linhao and Liu, Aiwei and Fan, Miao and Xiao, Zhou", editor = "Liakata, Maria and Moreira, Viviane P. and Zhang, Jiajun and Jurgens, David", booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)", month = jul, year = "2026", address = "San Diego, California, United States", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/check-for-anonymous-pdfs/2026.acl-long.1046/", pages = "22847--22862", ISBN = "979-8-89176-390-6" }