@inproceedings{alsuradi-etal-2026-grouped, title = "Grouped Adaptive Weight Sharing ({GAWS}): An Inference-Efficient Adaptation Method for Large Language Models", author = "Alsuradi, Eman and Lee, Junhyun and Lee, Kyenghun and Ko, Hyeonmok and Jubair, Fahed", editor = "Liakata, Maria and Moreira, Viviane P. and Zhang, Jiajun and Jurgens, David", booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026", month = jul, year = "2026", address = "San Diego, California, United States", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.findings-acl.1590/", pages = "31790--31806", ISBN = "979-8-89176-395-1" }