COMMUNITYNOTES: A Dataset for Exploring the Helpfulness of Fact-Checking Explanations

arXiv — cs.CLThursday, October 30, 2025 at 4:00:00 AM
A new dataset called CommunityNotes is making waves in the world of fact-checking by allowing users to contribute explanations about misleading posts on platforms like X, Meta, and TikTok. This shift from expert-driven verification to community involvement is significant because it empowers users to clarify misinformation and enhances the overall understanding of real-world claims. By focusing on the helpfulness of these explanations, the dataset addresses a crucial gap in previous research, paving the way for more effective fact-checking practices.
— Curated by the World Pulse Now AI Editorial System

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