Research work carried out by Dr. Ravi Chimatapu (BT) is a good addition to our explainers list . It works for tabular data but not directly for texts or images and the models were applied to real case in Utility based industries that employ a large mobile workforce.

2 references to Ravi’s papers in IEEE Xplore :

Enhanced Deep Type-2 Fuzzy Logic System For Global Interpretability | IEEE Conference Publication | IEEE Xplore

Interval Type-2 Fuzzy Logic Based Stacked Autoencoder Deep Neural Network For Generating Explainable AI Models in Workforce Optimization | IEEE Conference Publication | IEEE Xplore