@inproceedings{pinto-figueira-2026-auditing, title = "Auditing Bias Detection Under Source Shift: A Source-Aware Benchmark and Evaluation Protocol", author = "Pinto, Ana and Figueira, Alvaro", editor = "Zhang, Yue and Xu, Ruifeng and Purwarianti, Ayu and Rong, Tong and Suzuki, Jun", booktitle = "Proceedings of the 15th International Joint Conference on Natural Language Processing and the 5th Conference of the {A}sia-Pacific Chapter of the {A}ssociation for {C}omputational {L}inguistics (Volume 2: Short Papers)", month = nov, year = "2026", address = "Hengqin, China", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.aacl-short.55/", pages = "854--878", ISBN = "979-8-89176-440-8" }