However, since our task is to extract the relationship between two named entities, our focus is on how to condense Noun-Phrases (NPs) and other useful constituents for relation extraction.
constituent dependencies can be classified according to constituent types of the CFG rules: (1) Modification within base-NPs: base-NPs mean that they do not directly dominate an NP themselves, unless the dominated NP is a possessive NP.