@inproceedings{majumdar-etal-2026-evaluating, title = "Evaluating {LLM}s for Detecting Demographic-Targeted Social Bias: A Comprehensive Benchmark Study", author = "Majumdar, Ayan and Chen, Feihao and Li, Jinghui and Wang, Xiaozhen", editor = "Pranav, A and Basile, Valerio and Falk, Neele and Jurgens, David and Lapesa, Gabriella and Lauscher, Anne and Lo, Soda Marem", booktitle = "Proceedings of the Second Workshop of Identity Aware {AI}", month = may, year = "2026", address = "Palma de Mallorca, Spain", publisher = "European Language Resources Association", url = "https://aclanthology.org/2026.iaai-1.5/", doi = "10.63317/3jejtg2hfj3t", pages = "47--65" }