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Archana Praveen Kumar

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Open access Jul 2026

FakeDiverse a curated multi-source news corpus for context-aware fake news detection using BERT and DeBERTa

This study examines the effectiveness of two transformer-based architectures—BERT and DeBERTa—for identifying fake news using only textual information from headlines and article bodies and achieves strong performance on FakeDiverse corpus, demonstrating the need for enhanced generalization strategies as well as domain adaptation.

Archana Praveen Kumar, A. S, Akshara G. Bhat et al. · 0 citations