Zhi-Lei Yin

MSSC-EM: A Multi-Semantic Self-Supervised Collaborative Entity Matching Framework

Entity matching (EM) aims to determine whether two tuples from heterogeneous data sources refer to the same real-world entity and serves as a fundamental task in data integration, knowledge graph construction, and intelligent information retrieval. However, existing EM methods still suffer from three major limitations:...