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BiLSTM-LIME: integrating NLP and advanced machine learning models for fake news detection

Abstract The proliferation of fake news on digital platforms poses a growing threat to democratic integrity, public trust, and social stability. Addressing the limitations of existing detection models, particularly their opacity and computational overhead, this study proposes BiLSTM-LIME, a hybrid f...

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Principais autores: Soily Ghosh Sneha, Anik Sen, Sumaiya Malik, Ashraf Uddin, Md. Jakir Hossen
Format: Artigo
Sprog:Inglês
Udgivet: Springer 2026-01-01
Serier:Discover Artificial Intelligence
Fag:
Fake news detection
BiLSTM
LIME
Explainable AI
Natural Language Processing
GloVe embeddings
Online adgang:https://doi.org/10.1007/s44163-026-00852-w
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