Community notes increase trust in fact-checking on social media

CP Drolsbach, K Solovev, N Pröllochs - PNAS Nexus, 2024 - academic.oup.com
Community-based fact-checking is a promising approach to fact-check social media content
at scale. However, an understanding of whether users trust community fact-checks is …

Supernotes: Driving Consensus in Crowd-Sourced Fact-Checking

S De, MA Bakker, J Baxter, M Saveski - arXiv preprint arXiv:2411.06116, 2024 - arxiv.org
X's Community Notes, a crowd-sourced fact-checking system, allows users to annotate
potentially misleading posts. Notes rated as helpful by a diverse set of users are prominently …

Rescuing Counterspeech: A Bridging-Based Approach to Combating Misinformation

K Peng, J Grimmelmann - arXiv preprint arXiv:2410.12699, 2024 - arxiv.org
Social media has a misinformation problem, and counterspeech--fighting bad speech with
more speech--has been an ineffective solution. Here, we argue that bridging-based ranking …