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Using LDA topic modeling the more topics added the less similarity. Why is that? LDA 2 topics 10 words 6 topic and 10 words 20

Using LDA topic modeling the more topics added the less similarity. Why is that?

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LDA 2 topics 10 words 6 topic and 10 words 20 topic and 100 words

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