A Novel Document Generation Process for Topic Detection based on Hierarchical Latent Tree Models

Peixian Chen, Zhourong Chen, Nevin L. Zhang

We propose a novel document generation process based on hierarchical latent tree models (HLTMs) learned from data. An HLTM has a layer of observed word variables at the bottom and…