Before revision:  This allows us to create a simple convolutional neural network (CNN) that imitates a human rater. In our experiments , we show that the method can rate the quality of AMR graphs more accurately than a strong baseline, with respect to several dimensions of interest.
After revision:  This allows us to create a simple convolutional neural network (CNN) that imitates a human judge tasked with rating graph quality. Our experiments show that the method can rate the quality of AMR graphs more accurately than a strong baseline, with respect to several dimensions of interest.