Word-burstiness

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Consider an example: the word "photosynthesis" is unlikely to appear in a random document. However, given the fact that it occurs in a given document, you are much more likely to encounter it again. Word-burstiness tries to capture the notion that you should be less surprised about subsequent occurrences of a word in a document than when it appeared for the first time.