Topic Modeling, Data Science, Machine Learning, NLP, Tips And Tricks.
Topic modeling has a metric specific to it: topic coherence. It comes in several flavors such as UMass and UCI. In my experience, coherence is not a good metric in practice as it often cannot be computed on the validation set. When a token does not appear in the validation set, the metric attempts