Automatic Fake News Detection: Are current models "fact-checking" or "gut-checking"?

Ian Kelk, Benjamin Basseri, Wee Yi Lee +2

Automatic fake news detection models are ostensibly based on logic, where the truth of a claim made in a headline can be determined by supporting or refuting evidence found in a re…