@inproceedings{ducel-etal-2026-benchmarks, title = "Are Benchmarks a Source of Bias in {LLM}s? {MMLU}, {C}ommon{S}ense{QA} and {MGSM} under the Microscope", author = {Ducel, Fanny and Shariff, Shayan Ahmed and Al Kotob, Ibrahim and Arakkal Remesh, Binesh and Digoin-Caparros, Lucie and N{\'e}v{\'e}ol, Aur{\'e}lie and Fort, Kar{\"e}n}, editor = "Lee, Hung-Yi and Dev, Sunipa and Li, Jessy and Elliott, Desmond", booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing", month = oct, year = "2026", address = "Budapest, Hungary", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.emnlp-main.768/", pages = "17826--17841", ISBN = "979-8-89176-459-0" }