Adaptive Graph Refinement and Label Propagation with LLMs for Cost-Effective Entity Resolution

Hongtao Wang, Renchi Yang, Haoran Zheng +1

Dirty entity resolution (ER), which identifies records referring to the same real-world entity from a single, messy dataset, is a fundamental task in data management and mining. Ho…