@inproceedings{peng-etal-2026-edit4agency, title = "{E}dit4{A}gency: Efficiently Enhancing Agent Sub-Capabilities of Small Language Models via Model Editing", author = "Peng, Jianxiang and Chen, Yue and Li, Zhigen and Wang, Yanmeng and Cheng, Ning and Wang, Shaojun and Ren, Yuqi and Xiong, Deyi", editor = "Atanasova, Pepa and Haffari, Gholamreza and Wang, Minghan", booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track", month = oct, year = "2026", address = "Budapest, Hungary", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.emnlp-industry.127/", pages = "2183--2196", ISBN = "979-8-89176-460-6" }