@article{yourmodelisunfairareyouevenawareinverser, title = {Your Model Is Unfair, Are You Even Aware? Inverse Relationship Between Comprehension and Trust in Explainability Visualizations of Biased ML Models}, author = {Zhanna Kaufman and Madeline Endres and Cindy Xiong Bearfield and Yuriy Brun}, year = {2025}, eprint = {2508.00140}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2508.00140}, }