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The training datasets for the model consist of a balanced set totaling 734 Bulgarian examples that include both propaganda and non-propaganda content. These examples are collected from a variety of traditional media and social media sources, ensuring a diverse range of content. Aditionally, the training dataset is enriched with AI-generated samples. The total distribution of the training data is shown in the table below:
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The model was then tested on a smaller evaluation dataset, achieving an
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## Citation
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The training datasets for the model consist of a balanced set totaling 734 Bulgarian examples that include both propaganda and non-propaganda content. These examples are collected from a variety of traditional media and social media sources, ensuring a diverse range of content. Aditionally, the training dataset is enriched with AI-generated samples. The total distribution of the training data is shown in the table below:
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The model was then tested on a smaller evaluation dataset, achieving an F1 score of 0.836.
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## Citation
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