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Snorkel: rapid training data creation with weak supervision
Labeling training data is increasingly the largest bottleneck in deploying machine learning systems. We present Snorkel, a first-of-its-kind system that enables users to train state-of-the-art models without hand labeling any training data. Instead, users write labeling functions that express arbitr...
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| Gepubliceerd in: | VLDB J |
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| Hoofdauteurs: | , , , , , |
| Formaat: | Artigo |
| Taal: | Inglês |
| Gepubliceerd in: |
Springer Berlin Heidelberg
2019
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| Onderwerpen: | |
| Online toegang: | https://ncbi.nlm.nih.gov/pmc/articles/PMC7075849/ https://ncbi.nlm.nih.gov/pubmed/32214778 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/s00778-019-00552-1 |
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