There is a subtle but significant difference, however, in that their goal is to reduce the total number of labeled training examples whereas we also wish to reduce the number of corrections made by the human.
our selection methods must take into account the quality of the parse produced by the teacher in addition to how different its parse is from the one produced by the student.