1. a document annotation system comprising: a graphical user interface for annotating documents; an active learning component for training an annotation model and for proposing annotations to documents based on the annotation model; and a request handler for conveying annotation requests from the graphical user interface to the active learning component and for conveying proposed annotations from the active learning component to the graphical user interface.