37 citations · 62 across the 9 of their papers we have counts for
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cs.CL2023★ 9 cited
Entity Matching using Large Language Models
Ralph Peeters, Aaron Steiner, Christian Bizer
Entity matching is the task of deciding whether two entity descriptions refer to the same real-world entity. Entity matching is a central step in most data integration pipelines. M…
cs.CL2023★ 3 cited
Using ChatGPT for Entity Matching
Ralph Peeters, Christian Bizer
Entity Matching is the task of deciding if two entity descriptions refer to the same real-world entity. State-of-the-art entity matching methods often rely on fine-tuning Transform…
cs.LG2023★ 6 cited
WDC Products: A Multi-Dimensional Entity Matching Benchmark
Ralph Peeters, Reng Chiz Der, Christian Bizer
The difficulty of an entity matching task depends on a combination of multiple factors such as the amount of corner-case pairs, the fraction of entities in the test set that have n…