During the feature tuning process, we discovered that the least informative features were dep rel (44, 45), is ancestor (48, 49), heads second order (46, 47) and path length (53).
we conducted experiments removing all these features and the two least informative 8 (45, 49), but the results did not improve the initial experiment.