The Issue with LDA Models

Unpopular opinion: LDA models can be problematic. tl:dr; LDA models are often overused and misused.   Latent Dirichlet Allocation (LDA) is a very common model used in natural language processing with the intent of clustering some amount of text data into topics.  LDAs have become the staple natural language processing model with hundreds of tutorials…

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