no code implementations • 26 Dec 2023 • Nils Barlaug
Blocking is a crucial step in large-scale entity matching but often requires significant manual engineering from an expert for each new dataset.
no code implementations • Findings (NAACL) 2022 • Yujie Xing, Jinglun Cai, Nils Barlaug, Peng Liu, Jon Atle Gulla
Furthermore, we propose Domain-specific Frequency (DF), a novel word-level importance weight that measures the relative importance of a word for a specific corpus compared to other corpora.
1 code implementation • 1 Oct 2021 • 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.
no code implementations • 21 Oct 2020 • Nils Barlaug, Jon Atle Gulla
In this survey, we present how neural networks have been used for entity matching.