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SIGMOD
|
2019

Snorkel DryBell: A Case Study in Deploying Weak Supervision at Industrial Scale

S. Bach, et al, 2019

Abstract

This is first-of-its-kind study showing how existing knowledge resources from across an organization can be used as weak supervision in order to bring development time and cost down by an order of magnitude, and introduce Snorkel DryBell, a new weak supervision management system for this setting

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