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Guide to Data Labeling for Search Relevance Evaluation
April 22, 2022, 6:01 p.m. | Dmitry Ustalov
Towards Data Science - Medium towardsdatascience.com
This guide was first presented as part of a tutorial at TheWebConf ‘21
Photo by Markus Winkler on UnsplashMachine Learning (ML) has a number of applications in modern commerce, with Information Retrieval (IR) being one of the most common. Many e-businesses use it to gauge search quality relevance on their platforms to provide better services to users.
As a rule of thumb, when dealing with IR, the larger the corpus, the larger the evaluation dataset has to be and …
data data labeling data science evaluation labeling machine learning search supervised learning
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