To examine this distinction better, we use the Jensen-Shannon divergence (JSD) to quantify the difference between the topic distributions across every  Figure 2: CDFs for six of the most important topics; the x-axis is on the log-scale for display purposes.
these offer the advantages of not using the validation set and the interpretability properties we highlight in the next section.