2021
KnowMAN: Weakly Supervised Multinomial Adversarial Networks
EMNLP 2021main
The absence of labeled data for training neural models is often addressed by leveraging knowledge about the specific task, resulting in heuristic but noisy labels. The knowledge is captured in labeling functions, which detect certain regularities or patterns in the training samples and annotate corr…