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Author

Vusal Shahbazov

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Open access Jul 2026

AZFAKENEWS: A BENCHMARK DATASET FOR FAKE NEWS DETECTION IN THE AZERBAIJANI LANGUAGE

Disinformation on digital platforms is a very important problem for public trust and political debate. Even so, most research on automated fake news detection has stayed on a small number of high-resource languages. This paper presents AzFakeNews, the first large-scale benchmark dataset for fake news detection in Azerb...

Jalal Mehdiyev, Vusal Shahbazov · 0 citations
Conference Jul 2026

Performance and Explainability of Open-Weight Large Language Models for Spam Email Detection

Despite the advancements made by researchers, spam emails remain one of the biggest challenges in the field of cybersecurity. Spam emails can serve as phishing emails or carry viruses that compromise the security of an organization's system. Current detection techniques depend on supervised learning or rely on cloud-ba...

Vusal Shahbazov · 0 citations
Review Open access Aug 2026

Sentiment Analysis of Textual Data in Social Networks: A Survey of Existing Approaches

Examination of sentiment analysis methods applied to social media text data, covering lexicon-based, machine learning, and deep learning approaches, including transformerbased architectures, as well as widely used datasets, shows how sentiment analysis can be applied to the detection of threats that exploit human emoti...

Vusal Shahbazov · 0 citations

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