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Demonstration: Demonstrations 2

Automated Evaluation of GNN Explanations with Neuro Symbolic Reasoning

Vanya BK · Muhammed Ameen · Balaji Ganesan · Devbrat Sharma · Arvind Agarwal


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.