Improving Multiclass Classification of Fake News Using BERT-Based Models and ChatGPT-Augmented Data

Given the widespread accessibility of content creation and sharing, false information proliferation is a growing concern. Researchers typically tackle fake news detection (FND) in specific topics using binary classification. Our study addresses a more practical FND scenario, analyzing a corpus with...

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Bibliographic Details

Published in:	Inventions
Main Authors:	Elena Shushkevich, Mikhail Alexandrov, John Cardiff
Format:	Article
Language:	English
Published:	MDPI AG 2023-09-01
Subjects:	fake news detection transformers ChatGPT mBERT SBERT XLM-RoBERTa
Online Access:	https://www.mdpi.com/2411-5134/8/5/112