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Snorkel DryBell: A Case Study in Deploying Weak Supervision at Industrial Scale
Labeling training data is one of the most costly bottlenecks in developing machine learning-based applications. We present a 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 b...
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| Publicat a: | Proc ACM SIGMOD Int Conf Manag Data |
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| Autors principals: | , , , , , , , , , , , , |
| Format: | Artigo |
| Idioma: | Inglês |
| Publicat: |
2019
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| Matèries: | |
| Accés en línia: | https://ncbi.nlm.nih.gov/pmc/articles/PMC6879379/ https://ncbi.nlm.nih.gov/pubmed/31777414 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1145/3299869.3314036 |
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