A number of conventional models use the pair of 3(pizza-and) and 5(ate) as a negative instance because 3 does not modify 5.
we proposed a novel method for Japanese dependency analysis, which determines the modifiee of each chunk based on the likeliness not only of the parent-child relation but also of the ancestordescendant relation in a dependency tree.