These constraints contribute to robustness, but cannot be used with the connection path method, since any connection path (parsing action) suggested by the classier can be incorporated into the incremental parse tree.
the label for each input feature vector is the parsing action (for subtask classication and prediction) or the dialog act label (for dialog act clas-sication and prediction).