CCS Concepts
• Computing methodologies → Natural language processing; Neural networks.

1 INTRODUCTION

2 PRELIMINARY

3 DEEP LEARNING TECHNIQUES FOR RELATION EXTRACTION

4 CHALLENGING RE PROBLEMS AND SOLUTIONS

5 RE WITH PRE-TRAINED LANGUAGE MODELS

6 FUTURE DIRECTIONS

7 CONCLUSION