Live Demo
in
Demonstration: Demonstrations 2
Automated Evaluation of GNN Explanations with Neuro Symbolic Reasoning
Vanya BK · Muhammed Ameen · Balaji Ganesan · Devbrat Sharma · Arvind Agarwal
Abstract:
Automatically evaluating explanations of GNN model predictions can significantly increase the adoption of GNN models and explainability solutions in real world applications. In this demo, we present a method to use GNN predictions and symbolic reasoners, to automatically evaluate the explanations from GNN explainability techniques.