Web: http://arxiv.org/abs/2209.07569

Sept. 19, 2022, 1:15 a.m. | Bar Genossar (1), Roee Shraga (2), Avigdor Gal (1) ((1) Technion - Israel Institute of Technology, (2) Northeastern University)

cs.CL updates on arXiv.org arxiv.org

Entity resolution, a longstanding problem of data cleaning and integration,
aims at identifying data records that represent the same real-world entity.
Existing approaches treat entity resolution as a universal task, assuming the
existence of a single interpretation of a real-world entity and focusing only
on finding matched records, separating corresponding from non-corresponding
ones, with respect to this single interpretation. However, in real-world
scenarios, where entity resolution is part of a more general data project,
downstream applications may have varying interpretations …


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