crossrefMathematics2025-06-25Cited by 11
An Empirical Comparison of Machine Learning and Deep Learning Models for Automated Fake News Detection
Yexin Tian, Shuo Xu, Yuchen Cao, Zhongyan Wang, Zijing Wei
Detecting fake news is a critical challenge in natural language processing (NLP), demanding solutions that balance accuracy, interpretability, and computational efficiency. Despite advances in NLP, systematic empirical benchmarks that directly compare both classical and deep mode…