@article{judgingbyappearancesauditingandinterveni, title = {Judging by Appearances? Auditing and Intervening Vision-Language Models for Bail Prediction}, author = {Sagnik Basu and Shubham Prakash and Ashish Maruti Barge and Siddharth D Jaiswal and Abhisek Dash and Saptarshi Ghosh and Animesh Mukherjee}, year = {2025}, eprint = {2510.00088}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2510.00088}, }