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01/13/2021
Toward Data Cleaning with a Target Accuracy: A Case Study for Value Normalization
Many applications need to clean data with a target accuracy. As far as w...
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04/01/2020
Deep Entity Matching with Pre-Trained Language Models
We present Ditto, a novel entity matching system based on pre-trained Tr...
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09/29/2017
Toward a System Building Agenda for Data Integration
In this paper we argue that the data management community should devote ...
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02/27/2013
Abstracting Probabilistic Actions
This paper discusses the problem of abstracting conditional probabilisti...
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02/13/2013