Exploring Topic Coherence over Many Models and Many Topics


We apply two new automated semantic evaluations to three distinct latent topic models. Both metrics have been shown to align with human evaluations and provide a balance between internal measures of information gain and comparisons to human ratings of coherent topics. We improve upon the measures by introducing new aggregate measures that allows for… (More)


10 Figures and Tables


Citations per Year

131 Citations

Semantic Scholar estimates that this publication has 131 citations based on the available data.

See our FAQ for additional information.

Slides referencing similar topics