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[D] What is the difference between LDA and LSA?

Can someone help me understand the differences between LDA (Latent Dirichlet Allocation) and LSA ( Latent Sematic Analysis)? What are the scenarios where both can be used? When do we choose one over the other?

submitted by /u/ashrithracharla
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