They calculated the similarity between a given test instance and every training instance in the training set, and predicted the semantic relation of the most similar training instance.
since the action features are verbs and cannot act as modifiers in a nominal compound, we extract the descriptive features D of the node corresponding to every A A and append D and D to the list of potential modifiers M .