@inproceedings{azim-etal-2026-adaptive, title = "Adaptive Weighted Proxy Tuning: Efficient Gray-Box Steering for Image Captioning.", author = "Azim, Nafew and Rahman, Fuad and Mohammed, Nabeel", editor = "Li, Yunyao and Rehm, Georg and Tu, Mei", booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)", month = jul, year = "2026", address = "San Diego, California, USA", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.85/", pages = "1197--1217", ISBN = "979-8-89176-394-4" }