Before revision:  However, GNNs lack interpretability as they fail to capture the relative importance of various molecular substructures due to the absence of efficient intermediate pooling steps for sparse graphs .
After revision:  However, GNNs lack interpretability as they fail to capture the relative importance of interactions between molecular substructures, in part due to the absence of efficient intermediate pooling steps for sparse graphs .