Before revision:  We propose  methods of how to use such a model to perform zero-shot QA and our experiments show considerable improvements over large pre-trained generative models.
After revision:  We propose heuristics to create synthetic graphs for commonsense and scientific knowledge. We propose methods of how to use such a model to perform zero-shot QA and our experiments show considerable improvements over large pre-trained generative models.