Stronger Than You Think: Benchmarking Weak Supervision on Realistic Tasks

Tianyi Zhang, Linrong Cai, Jeffrey Li +4

Weak supervision (WS) is a popular approach for label-efficient learning, leveraging diverse sources of noisy but inexpensive weak labels to automatically annotate training data. D…