A Gamma-Poisson Mixture Topic Model for Short Text

Figure 3

Graphical model of the GPM. Shaded squares indicate fixed parameters. Shaded circles denote observed variables, such as a document, , and unshaded circles represent latent variables, such as the topic distribution, . Rectangles represent repeated structures, whereas arrows indicate conditioning, such as the conditioning of documents on both topic distribution and topic assignment.