1 INTRODUCTION

2 TAXONOMY OF DOMAIN SPECIALIZATION

3 EXTERNAL AUGMENTATION FOR DOMAIN SPECIALIZATION

4 PROMPT CRAFTING FOR DOMAIN SPECIALIZATION

5 MODEL FINE-TUNING FOR DOMAIN SPECIALIZATION

6 APPLICATIONS OF LLM DOMAIN SPECIALIZATION

7 OPEN CHALLENGES AND FUTURE WORKS

8 CONCLUSION