@article{whenllmsbenchmarkthemselvesdeconstructin, title = {When LLMs Benchmark Themselves: Deconstructing Self-Bias in Automated Evaluation}, author = {Wenda Xu and Sweta Agrawal and Vilém Zouhar and Markus Freitag and Daniel Deutsch}, year = {2025}, eprint = {2509.26600}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2509.26600}, }