@inproceedings{ulesov-etal-2026-llms, title = "Can {LLM}s Catch a Rigged Backtest? A Clean-Control Calibration Benchmark", author = "Ulesov, Makar and Smirnov, Vladislav and Ibrahim, Omar and Bobovnikov, Arsenii", editor = "Huang, Jimin and Lee, Yongjae and Ananiadou, Sophia and Chen, Hsin-Hsi and Takamura, Hiroya and Chen, Chung-Chi", booktitle = "Proceedings of the 11th Workshop on Financial Technology and Natural Language Processing", month = oct, year = "2026", address = "Budapest, Hungary", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.finnlp-1.4/", pages = "26--30", ISBN = "979-8-89176-466-8" }