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Detection of offensive content in the Kazakh language using machine learning and deep learning approaches

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By Zhastay Yeltay, Cambridge Dictionary, Shynar Mussiraliyeva, Wikipedia Contributors
| PeerJ
The digital transformation of the 21st century has dramatically altered how individuals and communities interact, giving rise to new opportunities for social engagement as well as new challenges (Suherlan, 2023). One of the most pressing issues in this digital landscape is the spread of destructive speech, including hate speech, cyberbullying, and extremist content (Dreißigacker et al., 2024; Perera et al., 2023; Jahan & Oussalah, 2023; Fulantelli et al., 2022; Castano-Pulgarin et al., 2021).
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