Missing Counter-Evidence Renders NLP Fact-Checking Unrealistic for Misinformation

Max Glockner, Yufang Hou, Iryna Gurevych

Misinformation emerges in times of uncertainty when credible information is limited. This is challenging for NLP-based fact-checking as it relies on counter-evidence, which may not…