Another interesting finding is that, although the arceager algorithm achieves lower accuracies in the word-based pipeline models, it obtains comparative accuracies in the character-level models.
the definitions of AL c , AR c and SH c are the same as the word-based arc-standard model, while PW changes the top element on the stack into a full-word node, which can only take interword dependencies.