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cs.DB2026
Understanding Domain-Aware Distribution Alignment in Budgeted Entity Matching
Nicholas Pulsone, Gregory Goren, Roee Shraga
Entity Matching (EM) is a core operation in the data integration pipeline, where records from different sources are compared to determine whether they refer to the same real-world…
cs.DB2026
BEACON: Budget-Aware Entity Matching Across Domains (Extended Technical Report)
Nicholas Pulsone, Roee Shraga, Gregory Goren
Entity Matching (EM)--the task of determining whether two data records refer to the same real-world entity--is a core task in data integration. Recent advances in deep learning hav…