@article{breakingthebenchmarkrevealingllmbiasviam, title = {Breaking the Benchmark: Revealing LLM Bias via Minimal Contextual Augmentation}, author = {Kaveh Eskandari Miandoab and Mahammed Kamruzzaman and Arshia Gharooni and Gene Louis Kim and Vasanth Sarathy and Ninareh Mehrabi}, year = {2025}, eprint = {2510.23921}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2510.23921}, }