As observed by (Isozaki et al., 2004), incorporating both top-down (root find) and bottomup (base-NP) can yield better improvement over the Yamada's parsing algorithm.
instead of pre-determining the root and base-phrase structures, the tagging results of the neighbor and root parsers were included as new features to add wider information for the shift-reduce parser.