How does Truth Evolve into Fake News? An Empirical Study of Fake News Evolution
Published: Apr 19, 2021
Abstract
Automatically identifying fake news from the Internet is a challenging problem in deception detection tasks. Online news is modified constantly during its propagation, e.g., malicious users distort the original truth and make up fake news. However, the continuous evolution process would generate unprecedented fake news and cheat the original model. We present the Fake News Evolution (FNE) dataset: a new dataset tracking the fake news evolution...
Paper Details
Title
How does Truth Evolve into Fake News? An Empirical Study of Fake News Evolution
Published Date
Apr 19, 2021
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