1 Introduction  
2 Learning Paradigms  
2.1 Continual Learning  
2.2 Related Machine Learning Paradigms  
2.3 Approaches to Continual Learning  
3 Evaluation  
4 Continual Learning in NLP Tasks  
5 Research Gaps and Future Directions  
6 Conclusion