Meta-prompt based learning for low-resource false information detection

Yinqiu Huang, Min Gao, Jia Wang, Junwei Yin, Kai Shu, Qilin Fan, Junhao Wen

Abstract: Highlights•Meta-Prompt learning for low-resource false information detection.•Effective meta task construction strategy to capture domain-invariant meta knowledge.•A noise-resistant prototyping strategy for more effective prototypes.•Parameter-efficient lightweight false information detection method.