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In this tutorial, Chris McCormick demonstrates how to apply Bert to document classification. While we've already covered fine-tuning Bert for sentence classification, document classification presents a challenge due to input text length limitations. To address this, a different dataset of Wikipedia comments containing personal attacks is used. Stay tuned for more details on the dataset and a bonus tutorial at the end of the notebook.