Inclusion of Domain-Knowledge into GNNs using Mode-Directed Inverse Entailment

Tirtharaj Dash, Ashwin Srinivasan, A Baskar

We present a general technique for constructing Graph Neural Networks (GNNs) capable of using multi-relational domain knowledge. The technique is based on mode-directed inverse ent…