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@@ -65,7 +65,7 @@ Please be aware that the reviews may contain references to sensitive or regulate
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  In an effort to preserve the diversity and representativeness of the dataset, we opted not to filter out reviews containing these references. Users are advised to exercise discretion when working with this dataset and to comply with applicable laws and regulations in their region.
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  ### Sample usage
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- For a demonstration of how this dataset can be utilized to fine-tune a DistilBERT model for review sentiment analysis, please refer to the Kaggle notebook available [Fine-tune DistilBERT on TP123k (Kaggle)](https://www.kaggle.com/code/jerassy/fine-tune-distilbert-on-tp123k).
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  ### Data Source Attribution
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  In an effort to preserve the diversity and representativeness of the dataset, we opted not to filter out reviews containing these references. Users are advised to exercise discretion when working with this dataset and to comply with applicable laws and regulations in their region.
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  ### Sample usage
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+ For a demonstration of how this dataset can be utilized to fine-tune a DistilBERT model for review sentiment analysis, please refer to the Kaggle notebook available here: [Fine-tune DistilBERT on TP123k (Kaggle)](https://www.kaggle.com/code/jerassy/fine-tune-distilbert-on-tp123k).
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  ### Data Source Attribution
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