From the results in the previous section it is clear that additional features are needed to improve the system's ability to tell actual antecedents apart from all potential candidates.
the first step in our present investigation was to extend the original set of features to gather as much information as possible about the anaphoric relations regardless of their usefulness to solve the problem at hand (which will be left to be 'learned' automatically.)