@article{sidebysidecomparisonamplifiesdialectbias, title = {Side-by-side Comparison Amplifies Dialect Bias in Language Models}, author = {Kritee Kondapally and Claire J. Smerdon and Pooja C. Patel and Ogheneyoma Akoni and Jevon Torres and Jaspreet Ranjit and Matthew Finlayson and Swabha Swayamdipta}, year = {2026}, eprint = {2605.24384}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2605.24384}, }