The Limitations of Stylometry for Detecting Machine-Generated Fake News

Recent developments in neural language models (LMs) have raised concerns about their potential misuse for automatically spreading misinformation. In light of these concerns, several studies have proposed to detect machine-generated fake news by capturing their stylistic differences from human-writte...

Full description

Bibliographic Details
Main Authors: Schuster, Tal, Schuster, Roei, Shah, Darsh J., Barzilay, Regina
Format: Article
Language:English
Published: The MIT Press 2020-06-01
Series:Computational Linguistics
Online Access:https://www.mitpressjournals.org/doi/abs/10.1162/coli_a_00380