@inproceedings{agarwal-2026-bankshield, title = "{B}ank{S}hield: Fairness-Aware Safety Guardrails for {I}ndian-Language Banking {AI}", author = "Agarwal, Piyush", editor = "Huang, Jimin and Lee, Yongjae and Ananiadou, Sophia and Chen, Hsin-Hsi and Takamura, Hiroya and Chen, Chung-Chi", booktitle = "Proceedings of the 11th Workshop on Financial Technology and Natural Language Processing", month = oct, year = "2026", address = "Budapest, Hungary", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.finnlp-1.21/", pages = "243--262", ISBN = "979-8-89176-466-8" }