1. A method comprising: receiving a collection of text-based terms associated with a document; performing a statistical analysis on the text-based terms to identify a distribution and relative frequency of the text-based terms in the document; receiving a listing of multiple themes associated with the document, the listing of multiple themes being derived as a result of performing a semantic analysis of the document; and utilizing the distribution and relative frequency information derived from the statistical analysis to rank the multiple themes.