Automated Evaluation of GNN Explanations with Neuro Symbolic Reasoning
Vanya BK ⋅ Muhammed Ameen ⋅ Balaji Ganesan ⋅ Devbrat Sharma ⋅ Arvind Agarwal
2021 Live Demo
in
Demonstration: Demonstrations 2
in
Demonstration: Demonstrations 2
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.
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