1 INTRODUCTION

2 TAXONOMY FOR INTERPRETABLE CROSS-MODAL REASONING

3 VISUAL EXPLANATION

4 TEXTUAL EXPLANATION

5 GRAPH EXPLANATION

6 SYMBOL EXPLANATION

7 MULTIMODAL EXPLANATION

8 DATASETS

9 CHALLENGES AND FUTURE DIRECTIONS

10 CONCLUSIONS