@inproceedings{tsoneva-etal-2026-scale, title = "Scale-Invariant Normalization Hides Activation Scaling: Why Patch Site Matters for Demographic Bias Localization in Clinical Text Generation", author = "Tsoneva, Yoana and Splitt, Fedor and Agbaria, Awsam and Tsiakalou, Alexandra and Yang, Jing and Schmitt, Vera", editor = "Arad, Dana and Belinkov, Yonatan and Chen, Hanjie and Feldhus, Nils and Mueller, Aaron and Mohebbi, Hosein and Sarti, Gabriele and Tutek, Martin", booktitle = "Proceedings of the 9th {B}lackbox{NLP} Workshop: Analyzing and Interpreting Neural Networks for {NLP}", month = oct, year = "2026", address = "Budapest, Hungary", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.blackboxnlp-1.66/", pages = "1155--1166", ISBN = "979-8-89176-476-7" }