The function is sampling new word types based on posterior mode without hyper parameters.
This function is used for modeling comparisons using Bayesian checking. See reference for details.
a topic model state object
a type vector of length of the state dataset.
Mimno, D. and Blei, D. Bayesian Checking for Topic Models
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