Transfer learning driven fake news detection and classification using large language models

Transfer learning driven fake news detection and classification using large language models

Abstract Today, the problem of using social media to spread false information is not only widespread but also quite serious. The extensive dissemination of fake news, regardless of whether it is produced by human beings or computer programs, has a negative impact not only on society but also on indi...

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Bibliographic Details
Main Authors: Basma S. Alqadi, Suliman A. Alsuhibany, Samia Nawaz Yousafzai, Sharf Alzu’bi, Deema Mohammed Alsekait, Diaa Salama AbdElminaam
Format: Article
Language:English
Published: Nature Portfolio 2025-08-01
Series:Scientific Reports
Subjects:
Transfer learning
Large language models
Fake news detection
Deep learning
RoBERTa
Word embedding
Online Access:https://doi.org/10.1038/s41598-025-10670-2
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https://doi.org/10.1038/s41598-025-10670-2

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