Review
Open access
Jul 2026
Causal Post-hoc XAI: Categorisation and Systematic Literature Review
This work presents a comprehensive literature review of the current state of the subfield of XAI that consist of causality-motivated post-hoc XAI methods, and a causal framework for categorising XAI is introduced, and three types of post-hoc XAI methods are identified: observational methods, internally causal methods and externally causal methods.
Anna Rodum Bjøru, Helge Langseth, Inga Strümke et al.
· Machine-mediated learning · 1 citation