Snorkel
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Results for: Snorkel
- Bach, Stephen, Daniel Rodriguez, Yintao Liu, Chong Luo, Haidong Shao, Cassandra Xia, Souvik Sen, Alexander Ratner, Braden Hancock, Houman Alborzi, Rahul Kuchhal, Christopher Ré, and Rob Malkin. “Snorkel DryBell: A Case Study in Deploying Weak Supervision at Industrial Scale”, SIGMOD ’19: Proceedings of the 2019 International Conference on Management of Data, June 2019, 362–375. https://doi.org/10.1145/3299869.3314036.
- Ratner, Alex, Braden Hancock, Jared Dunnmon, Roger Goldman, and Christopher Ré. “Snorkel MeTaL: Weak Supervision for Multi-Task Learning”, Proceedings of the Second Workshop on Data Management for End-To-End Machine Learning, June 2018, 1–4. https://doi.org/10.1145/3209889.3209898.
- Ratner, Alexander, Stephen Bach, Henry Ehrenberg, Jason Fries, Sen Wu, and Christopher Ré. “Snorkel: Rapid Training Data Creation With Weak Supervision”, Proceedings of the VLDB Endowment, 11, no. 3 (November 1, 2017): 269–282. https://doi.org/10.14778/3157794.3157797.
- Ratner, Alexander, Stephen Bach, Henry Ehrenberg, and Christopher Ré. “Snorkel: Fast Training Set Generation for Information Extraction”, SIGMOD ’17: Proceedings of the 2017 ACM International Conference on Management of Data, May 2017, 1683–1686. https://doi.org/10.1145/3035918.3056442.
- Ratner, Alexander, Stephen Bach, Henry Ehrenberg, Jason Fries, Sen Wu, and Christopher Ré. “Snorkel: A System for Lightweight Extraction”, 8th Biennial Conference on Innovative Data Systems Research (CIDR ’17), January 2017.