1 INTRODUCTION  
1.1 Scope  
2 RELATED WORK  
3 BASIC TERMINOLOGY  
4 BASELINE METHODS  
5 EMBEDDINGS  
6 SEQUENCE MODELS  
7 ATTENTION  
8 TRANSFORMERS AND BERT  
9 DOCUMENT RANKING  
10 SUMMARY AND FUTURE RESEARCH