1 INTRODUCTION

2 CONTRIBUTIONS

3 HISTORICAL PERSPECTIVE

4 ORGANIZATION OF THE REVIEW

5 BENCHMARK DATA SETS FOR SHORT ANSWER GRADING

6 TAXONOMY

7 HAND-ENGINEERED FEATURES AND MACHINE LEARNING

8 DEEP LEARNING METHODS

9 DISCUSSION

10 CONCLUSIONS