1 Introduction  
2 A Concise Survey of Logical Reasoning in NLP  
2.1 Three Types of Logical Reasoning  
2.2 Logical Reasoning Tasks and Datasets  
2.3 Language Models for Logical Reasoning over Natural Language  
2.4 Survey Summary  
3 LOGIGLUE: General Logical Reasoning Benchmark  
4 Experiments and Results  
4.1 Fine-tuning Performance  
5 Conclusion