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In this YouTube tutorial, Chris McCormick explains how to apply Bert to document classification. He mentions that Bert has a limitation in handling input text length, so this tutorial will address that issue using a different dataset of Wikipedia comments containing personal attacks. By the end of the tutorial, he will also cover other related topics.