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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 arbit...
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| Publicado no: | Proceedings VLDB Endowment |
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| Main Authors: | , , , , , |
| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado em: |
2017
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| Assuntos: | |
| Acesso em linha: | https://ncbi.nlm.nih.gov/pmc/articles/PMC5951191/ https://ncbi.nlm.nih.gov/pubmed/29770249 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.14778/3157794.3157797 |
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