RulePrompt: Weakly Supervised Text Classification with Prompting PLMs and Self-Iterative Logical Rules

1 code implementation • 5 Mar 2024 • Miaomiao Li, Jiaqi Zhu, Yang Wang, Yi Yang, Yilin Li, Hongan Wang

Weakly supervised text classification (WSTC), also called zero-shot or dataless text classification, has attracted increasing attention due to its applicability in classifying a mass of texts within the dynamic and open Web environment, since it requires only a limited set of seed words (label names) for each category instead of labeled data.

Pseudo Label text-classification +1