123 citations · 125 across the 3 of their papers we have counts for
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cs.DB2021★ 2 cited
LEMON: Explainable Entity Matching
Nils Barlaug
State-of-the-art entity matching (EM) methods are hard to interpret, and there is significant value in bringing explainable AI to EM. Unfortunately, most popular explainability met…
cs.DB2020★ 123 cited
Neural Networks for Entity Matching: A Survey
Nils Barlaug, Jon Atle Gulla
Entity matching is the problem of identifying which records refer to the same real-world entity. It has been actively researched for decades, and a variety of different approaches…