1 Introduction  
2 Preliminaries  
3 Generic Framework of Embedding-based EA  
4 KG Structure Embedding Models  
5 Translation-based EA Techniques  
6 GNN-based EA Techniques  
7 Datasets and Experimental Studies  
8 Conclusions and Future Directions