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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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Publicat a:The Semantic Web
Autors principals: Primpeli, Anna, Bizer, Christian, Keuper, Margret
Format: Artigo
Idioma:Inglês
Publicat: 2020
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Accés en línia: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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