A survey-weighted pseudo-likelihood extension of the Mixture-of-Unigrams model reduces bias in topic proportions under informative sampling.
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Topic Modeling for Free-Response Text Data from a Complex Survey
A survey-weighted pseudo-likelihood extension of the Mixture-of-Unigrams model reduces bias in topic proportions under informative sampling.