Quantifying the Intrinsic Usefulness of Attributional Explanations for Graph Neural Networks with Artificial Simulatability Studies

Jonas Teufel, Luca Torresi, Pascal Friederich. Quantifying the Intrinsic Usefulness of Attributional Explanations for Graph Neural Networks with Artificial Simulatability Studies. In Luca Longo, editor, Explainable Artificial Intelligence - First World Conference, xAI 2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part II. Volume 1902 of Communications in Computer and Information Science, pages 361-381, Springer, 2023. [doi]

Abstract

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