@article{surfacefairnessdeepbiasacomparative,
  title = {Surface Fairness, Deep Bias: A Comparative Study of Bias in Language Models},
  author = {Aleksandra Sorokovikova and Pavel Chizhov and Iuliia Eremenko and Ivan P. Yamshchikov},
  year = {2025},
  eprint = {2506.10491},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2506.10491v1},
}