A key strength is Open IE's ability to balance lexical proximity with long range dependencies in a single representation.
for the word analogy task, Open IE-based embeddings 6 http://www.cs.bgu.ac.il/˜gabriels Dependency Open IE canine dog feline dog incisor bovine carnassial dentition equine feline parvovirus porcine fang-like dysplasia murine bovine Table 4: Closest words to canine in various word embeddings.