BriefGPT.xyz
Dec, 2019
数据编程的成对反馈
Pairwise Feedback for Data Programming
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Benedikt Boecking, Artur Dubrawski
TL;DR
通过将成对反馈信息纳入程序性标记数据集的潜在类变量建模过程中，即使只有很少数量的成对反馈信息源，也可以实现潜在类变量后验估计质量的显著提高。
Abstract
The scalability of the labeling process and the attainable quality of labels have become limiting factors for many applications of
machine learning
. The programmatic creation of
labeled datasets
via the synthesis
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