Fake news detection via knowledgeable prompt learning

作者：

Highlights：

• We leverage a pretrained language model by prompt learning for fake news detection.

• We propose Knowledgeable Prompt Learning, injecting knowledge into prompt learning.

• Experiments demonstrate the effectiveness of pretrained information and external knowledge.

摘要

•We leverage a pretrained language model by prompt learning for fake news detection.•We propose Knowledgeable Prompt Learning, injecting knowledge into prompt learning.•Experiments demonstrate the effectiveness of pretrained information and external knowledge.

论文关键词：Fake news detection,Prompt learning,Pretrained language model,Knowledge utilization

论文评审过程：Received 12 January 2022, Revised 8 July 2022, Accepted 11 July 2022, Available online 26 July 2022, Version of Record 26 July 2022.

论文官网地址：https://doi.org/10.1016/j.ipm.2022.103029