 We show marked improvement on three commonsense reasoning benchmarks and demonstrate the superiority of the learned graph structures with user studies .
<clarity>  We show marked improvement on three commonsense reasoning benchmarks and demonstrate the superiority of the learned graph structures with user studies .
 We show marked improvement on three commonsense reasoning benchmarks and a user study of fact validness and helpfulness .