CCS Concepts:
- General and reference → Surveys and overviews
- Computing methodologies → Natural language processing

ACM Reference Format:

1 INTRODUCTION  
1.1 Definitions of Interpretability  
1.2 Paper layout  

2 ASPECTS OF INTERPRETABILITY  
2.1 Interpretability requirements  
2.2 Dimensions of Interpretability  

3 INTERPRETABLE METHODS  

4 EVALUATION METHODS  

5 DISCUSSION AND CONCLUSION