Assessing the Performance of AI Models in Misinformation Detection Using Predefined Social Noise Constructs.

arXiv:2610.17469v1 Announce Type: cross Abstract: Social media platforms generate vast volumes of user-generated content that often obscure meaningful discourse, a phenomenon conceptualized as social noise. While existing misinformation detection methods prima