Sentiment analysis for deepfake X posts using novel transfer learning based word embedding and hybrid LGR approach

Abstract With the growth of social media, people are sharing more content than ever, including X posts that reflect a variety of emotions and opinions. AI-generated synthetic text, known as deepfake text, is used to imitate human writing to disseminate misleading information and fake news. However,...

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Principais autores:	Madiha Khalid, Muhammad Faheem Mushtaq, Urooj Akram, Mejdl Safran, Sultan Alfarhood, Imran Ashraf
Formato:	Artigo
Idioma:	Inglês
Publicado em:	Nature Portfolio 2025-08-01
coleção:	Scientific Reports
Assuntos:	Deepfake Transfer learning Deep learning Machine learning Feature engineering Lexicon sentiment analysis
Acesso em linha:	https://doi.org/10.1038/s41598-025-10661-3
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