Topic Modeling, Topic Modeling Reviews, Topic Noise Modeling, Semi Supervised Learning, Twitter Data.
sampling, an observed word is probabilistically placed in a topic according to the topic that its container (the document) belongs to. GTM uses a modification of Gibbs sampling, called Generalized Polya Urn (GPU) seed word sampling, that makes adjustments based on the seed topics. In the latter,