6. The document annotation system as set forth in claim 5 , wherein the probabilistic classifier is selected from a group consisting of: a k-nearest neighbor classifier, a maximum entropy classifier, and an assembly method classifier.
5. The document annotation system as set forth in claim 1 , wherein the probabilistic active learning component comprises a probabilistic classifier that probabilistically classifies unannotated document elements respective to classes corresponding to annotations.