We consider that one factor of these disadvantages is granularity of NE classes, since coarse NE labels are  mixed multiple types of fine-grain NE classes that are hard to recognize and transliterate.
we focus on a few fine-grain NE classes in accordance with importance and accuracies of the NE classes for target corpus.