ACM Reference Format:

1 INTRODUCTION

2 BACKGROUND

2.1 Biomedical Text Summarization

2.2 Pre-trained Language Models

2.3 Large Language Models

3 DATASETS

4 METHODS

5 EVALUATIONS

6 DISCUSSION

7 CONCLUSION