1 Introduction
2 Self-Correction of LLMs
3 Research Questions
4 Self-Correction with Prompting
5 Self-Correction with External Information
6 Strong Baselines
7 Summary of Our Analysis
8 Checklist for Self-Correction Research
9 Differences from Other Surveys
10 Related Work of Self-Correction
11 Future Directions
12 Conclusion