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

<div>The model architecture of hard prompt and soft prompt. (a) The entity matching task with a hard prompt. (b) The entity matching task with a soft prompt.</div>

International Journal of Intelligent Systems

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Figure 3: Leveraging Pretrained Language Models for Enhanced Entity Matching: A Comprehensive Study of Fine-Tuning and Prompt Learning Paradigms 