Research Article

A Gamma-Poisson Mixture Topic Model for Short Text

Table 4

Average topic coherence scores (and standard deviation).

DatasetStarting value of
50100200400800

Tweet−25.02 (0.91)−23.76 (1.65)−19.92 (1.47)−18.89 (0.06)−18.13 (0.58)
Pascal flickr−37.01 (4.16)−34.50 (2.06)−33.85 (2.92)−30.39 (2.59)−31.53 (1.78)
Search snippets−50.56 (1.85)−50.17 (2.06)−50.71 (2.26)−49.47 (4.15)−51.19 (1.81)