Fake-News-Detection-for-statements-in-Polish-Language

Master thesis repository for thesis topic done at MINI faculty at Warsaw Universit of Technology. (by MarBry111)

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  • Models for spam detection on short messages with both text and numerical inputs
    3 projects | /r/LanguageTechnology | 5 Dec 2022
    Or look into stylistic features and add them to xgboost classifier (https://github.com/ZILiAT-NASK/StyloMetrix - I used those combined with BERT last hidden state for fake news classification and got the best results so far - here repo if you wish to get some inspirations: https://github.com/MarBry111/Fake-News-Detection-for-Social-Media-Posts-in-Polish-Language , https://github.com/Hassaan-Elahi/Writing-Styles-Classification-Using-Stylometric-Analysis here some more inspirations for stylistic features) to enhance the results.

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The primary programming language of Fake-News-Detection-for-statements-in-Polish-Language is Jupyter Notebook.


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