State-of-the-art Open IE systems (see Section 2) identify relationships between entities in a sentence by matching patterns over either shallow syntactic features in terms of part-of-speech (POS) tags and noun phrase (NP) chunks or dependency tree structures.
(2015) by matching an extraction with a gold proposition if both agree on the grammatical head of both the relational phrase and its arguments.