Most basic features consider that word pairs are much less likely to have a dependency relation when there are punctuation between them.
based on the fact that dependencies with longer distance always show worse parsing performance (McDonald and Nivre, 2007), distance is another important factor that reflects the difficulty of judging whether two words have a dependency relation.