However, from our observation some categories in Wikipedia may not be suitable to model the topics of a document.
in the instance selection process, we use the KB entries with more than 15 linked documents in the auto-generated data as our initial Training Set (1,800 instances) to train a classifier, and then use this classifier to select instance from the auto-generated dataset.