Learning Graph Structure With A Finite-State Automaton Layer

Daniel D. Johnson, Hugo Larochelle, Daniel Tarlow

Graph-based neural network models are producing strong results in a number of domains, in part because graphs provide flexibility to encode domain knowledge in the form of relation…