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In this video tutorial, Chris McCormick discusses how to apply Bert to document classification. He explains that although Bert can be fine-tuned for sentence classification, there are limitations with the length of input text. To address this issue, a different dataset is needed, such as Wikipedia comments containing personal attacks. The tutorial will cover how to work with this dataset and apply Bert for document classification.