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In this tutorial, Chris McCormick discusses how to apply Bert to document classification. He explains that Bert has limitations with input text length, which leads to a different approach for document classification compared to sentence classification. He introduces a data set of Wikipedia comments containing personal attacks and explains how to address the input text length issue. Stay tuned for more details on the data set and a bonus section at the end of the tutorial.