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A. Gaikwad

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Review Open access Jun 2026

A Comprehensive Review of Fake News Detection Using Linguistic Features, Word Embeddings, and Deep Learning: A Proposed Hybrid Multi-Signal Framework

The rapid proliferation of fake news across social media and messaging platforms poses a serious threat to information integrity, public discourse, and institutional trust. Automated detection research has progressed through linguistic feature-based methods, recurrent and attention-based neural architectures, word-embe...

Zafeer Ahmed Patel, Ashwini S. Gaikwad · 0 citations

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