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Author

Özkan Aslan

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Open access Sep 2026

Machine Learning and Deep Learning Based Classification of Profanity and Sexist Discourse in Turkish Texts

Results showed that Transformer-based models offer higher and more balanced performance than traditional machine learning models, and indicate that contextual language representations are effective in Turkish harmful content classification.

Naim Karasekreter, C. Balım, Özkan Aslan · 0 citations
Conference Jul 2026

Modeling Surface-Complexity-Based Readability Levels in Turkish via Part-of-Speech Profiles

This study investigates the relationship between part-of-speech (POS) profiles and surface-complexity-based readability levels in Turkish texts. These levels are derived solely from a surface-based proxy complexity score rather than from expert human readability judgments. Twenty-seven POS-based features were extracted...

Zühal Calayoğlu, Özkan Aslan · 0 citations

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