Survival analysis of three years of X posts shows conspiracy claims with greater semantic mutations have substantially longer lifespans, linked to changes in pronouns, social words, cognitive terms, and actor-action-target structures.
An automated pipeline for the discovery of conspiracy and conspiracy theory narrative frameworks: Bridge- gate, Pizzagate and storytelling on the web
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Conspiracy-oriented Reddit users show community-specific linguistic signatures in mainstream discussions that machine learning classifiers detect at 87% average accuracy, with community-tailored models outperforming global ones by up to 17 points.
citing papers explorer
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Language Mutations Sustain the Persistences of Conspiracy Theories on Social Media
Survival analysis of three years of X posts shows conspiracy claims with greater semantic mutations have substantially longer lifespans, linked to changes in pronouns, social words, cognitive terms, and actor-action-target structures.
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Among Us: Language of Conspiracy Theorists on Mainstream Reddit
Conspiracy-oriented Reddit users show community-specific linguistic signatures in mainstream discussions that machine learning classifiers detect at 87% average accuracy, with community-tailored models outperforming global ones by up to 17 points.