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Unsupervised Bootstrapping of Active Learning for Entity Resolution

Entity resolution is one of the central challenges when integrating data from large numbers of data sources. Active learning for entity resolution aims to learn high-quality matching models while minimizing the human labeling effort by selecting only the most informative record pairs for labeling. M...

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Bibliografiske detaljer
Udgivet i:The Semantic Web
Main Authors: Primpeli, Anna, Bizer, Christian, Keuper, Margret
Format: Artigo
Sprog:Inglês
Udgivet: 2020
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC7250605/
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/978-3-030-49461-2_13
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