Premkumar Ramu

DistilBERT News Article Classification: Overcoming Data Challenges and Improving Deep Learning

2025

Deep learning has revolutionized natural language processing by enabling complex models to classify text. This paper investigates using DistilBERT, a pre-trained transformer model, to classify news stories into World, Sport, Business, and Sci/Tech. To ensure …