Is Graph Structure Necessary for Multi-hop Question Answering?

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Knowledge Triples

Source Entity	Relationship	Target Entity
Adjacency Matrix OtherEntity	relatedTo	Multi-Hop Reasoning Method
Graph Attention Method	uses	Graph Neural Networks Method
Graph Neural Networks Method	appliesTo	Multi-Hop Reasoning Method