Evaluating the Capability of Large Language Models in Detecting Misleading News Headlines

Large Language Models (LLMs) can effectively identify misleading news headlines, with advanced models like ChatGPT-4 demonstrating superior performance, especially in cases with unanimous human consensus on misleading content.