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@@ -50,16 +50,3 @@ The news articles were collected from multiple news sources and manually labeled
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  ## Dataset Cleaning
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  The dataset underwent text preprocessing steps, including removing special characters, tokenization, and lowercasing.
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- ## Dataset Use
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- To use the dataset, users can load the data and preprocess it using standard NLP libraries such as Hugging Face's Transformers. Sample code snippets for loading and preprocessing the dataset are provided in the repository.
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- ## Considerations
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- - The dataset may contain bias based on the selection of news sources.
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- - Users are encouraged to cite the dataset appropriately when using it for research or applications.
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- ## Citation
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- If you use this dataset in your work, please cite it as follows:
 
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  ## Dataset Cleaning
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  The dataset underwent text preprocessing steps, including removing special characters, tokenization, and lowercasing.