Beyond Scale and Generation: Understanding Language Model-based Entity Matching

Zeyu Zhang, Xue Li, Iacer Calixto +2

Entity matching identifies records that refer to the same real-world entity. Language models can be adapted to this task through bi-encoder, cross-encoder, and generative matcher a…