@inproceedings{deverna-etal-2026-large, title = "Large Language Models Require Curated Context for Reliable Political Fact-Checking{---}{E}ven with Reasoning and Web Search", author = "DeVerna, Matthew R. and Yang, Kai-Cheng and Yan, Harry Yaojun and Menczer, Filippo", editor = "Liakata, Maria and Moreira, Viviane P. and Zhang, Jiajun and Jurgens, David", booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026", month = jul, year = "2026", address = "San Diego, California, United States", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1467/", pages = "29338--29360", ISBN = "979-8-89176-395-1" }