[qorrect]

I was a bit bummed I thought this would be more inline with Shannons entropy, or a measure of how much an article reveals about the topic.

[Macuyiko]

They use Shannon's entropy in the paper, no?

[fogof]

I would summarize it as the entropy over distribution of topics over the whole news spectrum, rather than a the entropy of a particular piece of news.