一作ACL 2026Findings· Findings of ACL
Large Language Models Require Curated Context for Reliable Political Fact-Checking— E ven with Reasoning and Web Search
Matthew R. DeVerna · Kai-Cheng Yang · Harry Yaojun Yan · Filippo Menczer
摘要
Large language models (LLMs) have raised hopes for automated end-to-end fact-checking, but prior studies report mixed results. As mainstream chatbots increasingly ship with reasoning capabilities and web search tools—and millions of users already rely on them for verification—rigorous evaluation...