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As the title states, I'm currently working with a corpus that has a high variance in the document length. Each input could be anything from the size of a tweet to a a full page worth of text.

I'm worried my topics will be dominated by the larger documents and I'm not sure how to handle this.

Any help would be much appreciated.

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