Automated Fake News Detection using cross-checking with reliable sources. (arXiv:2201.00083v1 [cs.CL])

Over the past decade, fake news and misinformation have turned into a major
problem that has impacted different aspects of our lives, including politics
and public health. Inspired by natural human behavior, we present an approach
that automates the detection of fake news. Natural human behavior is to
cross-check new information with reliable sources. We use Natural Language
Processing (NLP) and build a machine learning (ML) model that automates the
process of cross-checking new information with a set of predefined …

arxiv detection fake fake news news