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In this video tutorial, Chris McCormick discusses how to apply Bert to document classification. While similar to sentence classification, document classification faces limitations due to the input text length. To address this issue, a different data set of Wikipedia comments containing personal attacks is utilized. Stay tuned for a deeper dive into the data set.