9. The method of claim 7 , wherein the features used for forming the feature vectors are from only the features of the activated subset of features.
10. The method of claim 9 , wherein the feature vectors are used in adjusting the weights of the activated subset of features, based on user input when training a model for predicting whether pairs of mentions refer to same entities.