@article{simulatingidentitypropagatingbiasabstrac, title = {Simulating Identity, Propagating Bias: Abstraction and Stereotypes in LLM-Generated Text}, author = {Pia Sommerauer and Giulia Rambelli and Tommaso Caselli}, year = {2025}, eprint = {2509.08484}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2509.08484}, }