Explainable Artificial Intelligence (XAI): A Systematic Review

Authors: A. Adadi, M. Berrada
Year: 2018
Summary: This systematic review provides a broad overview of the field of XAI. It defines the key concepts, classifies the different types of explainability methods (e.g., post-hoc vs. intrinsic, local vs. global), and discusses the various stakeholders who benefit from explanations. It serves as an excellent starting point for understanding the landscape of XAI research.
Link: https://ieeexplore.ieee.org/document/8404059