Author

Sreenivasa B. R.

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Open access Aug 2026

Fake News Detection Using Machine Learning and LLM Embeddings: A Comparative Study of TF-IDF and BERT Representations on the Welfake Dataset

The proposed framework highlights the potential of integrating transformer-based language models with classical machine learning algorithms to build robust and scalable fake news detection systems.

Umme Noor Us Saqa, Sreenivasa B. R. · International Journal of Inn... · 0 citations