Experiments showed that the integration of encyclopedic knowledge consistently adds useful information when compared to baselines that rely exclusively on the text at hand.
when tested on a data set consisting of documents manually annotated with categories by Wikipedia users, the topics identified by our system were found useful as compared to the manual annotations.