A BSTRACT

1 Introduction

2 Task Definition

3 Applications of NER

4 Methods

5 Low-resource NER

6 Software Frameworks

7 Evaluation of NER Systems

8 NER Datasets

9 Experiments

10 Conclusion and Perspectives