A benchmark study of machine learning models for online fake news detection
TL
TL;DR
BERT and similar pre-trained models perform the best for fake news detection, especially with very small dataset, and these models are significantly better option for languages with limited electronic contents, i.e., training data.
References66 items
1
Application of the BERT-Based Architecture in Fake News Detection
2
Comparing BERT against traditional machine learning text classification
3
Survey on Fake News Detection Techniques
4
Deep Learning--based Text Classification
5