Snorkel is a system for programmatically building and managing training datasets without manual labeling. In Snorkel, users can develop large training datasets in hours or days rather than hand-labeling them over weeks or months.
H. Zhang, A. Santos, and J. Freire. Proceedings of the 30th ACM International Conference on Information &$\mathsemicolon$ Knowledge Management, ACM, (October 2021)
M. Baroni, F. Chantree, A. Kilgarriff, and S. Sharoff. Proceedings of the Sixth International Conference on Language Resources and Evaluation (LREC'08), Marrakech, Morocco, European Language Resources Association (ELRA), (May 2008)
F. Bogo, J. Romero, M. Loper, and M. Black. Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, page 3794--3801. Washington, DC, USA, IEEE Computer Society, (2014)
A. Sinha, Z. Shen, Y. Song, H. Ma, D. Eide, B. Hsu, and K. Wang. Proceedings of the 24th International Conference on World Wide Web, page 243--246. Republic and Canton of Geneva, Switzerland, International World Wide Web Conferences Steering Committee, (2015)