01

Introduction

02

Definition of the Problem

03

Pipeline: Keeping the Process in Shape

04

Model: Heart of the Pipeline

05

Awareness of the Model Limitations

06

The Professor: Supervising Model Predictions

07

The Professor: Fixing Model Limitations

08

The Professor: Explaining Model Reasoning

09

Verification of Explanation Correctness

10

Verification of Explanation Correctness: Key Token Recognition Test

11

Verification of Explanation Correctness: Key Pair Recognition Test

12

Inferring from Explanations: Complexity of Model Reasoning

13

ROLF: Exemplary Graphical User Interface

14

Conclusions

15

References