The (too Many) Problems of Analogical Reasoning with Word Vectors

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Knowledge Triples

Source Entity	Relationship	Target Entity
Analogical Reasoning Method	uses	Vector Space Models Method
Vector Space Models Method	uses	Word Vectors Material
Word Vectors Material	dependsOn	Vector Similarity OtherEntity