Leveraging Pretrained Language Models for Enhanced Entity Matching: A Comprehensive Study of Fine-Tuning and Prompt Learning Paradigms

Figure 1

The illustration of entity matching. The tables display the product (entity) records of “Adobe Photoshop” in Amazon and Google. The EM task involves determining whether these two entity records represent the same real-world entity.