Early Fake News Detection Using Linguistic Features: A Comparative Study of Machine Learning and Transformer Models
Misinformation and disinformation spread rapidly on social media, so reliable mechanisms are needed to classify news as fake or real. Although deep learning models have become increasingly popular, traditional machine learning methods remain relevant because they are easier to interpret and can be very efficient. This...