For example, agent is labeled as mainly A0 while benefactive can be labeled as A2 or A3.
the maximum entropy model can  Table 4: The results when the model is tested on the training set, the development set, and the test set get a good generalize performance in case of A0 or A1, but can't generalize well in other cases.