@article{navigatingtheseaofllmevaluationinvestiga,
  title = {Navigating the Sea of LLM Evaluation: Investigating Bias in Toxicity Benchmarks},
  author = {Regina Gugg and Selina Niederländer and Andreas Stöckl and Martin Flechl},
  year = {2026},
  eprint = {2605.10639},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2605.10639},
}