@inproceedings{wei-etal-2026-llms, title = "Can {LLM}s Spot Data Anomalies That Make Table {QA} Impossible?", author = "Wei, Yucheng and Yang, Shenzhi and Wang, Ning and Zhang, Jinchang and Yang, Yuhang and Wang, Haobo and Zha, Liangyu and Ye, Wentao and Li, Liyao and Peng, Cheng and Chen, Gang", editor = "Lee, Hung-Yi and Dev, Sunipa and Li, Jessy and Elliott, Desmond", booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026", month = oct, year = "2026", address = "Budapest, Hungary", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.findings-emnlp.1039/", doi = "10.18653/2026.findings-emnlp.1039", pages = "21952--21987", ISBN = "979-8-89176-462-0" }