Are LLMs Good Zero-Shot Fallacy Classifiers?

Fengjun Pan, Xiaobao Wu, Zongrui Li +1

Fallacies are defective arguments with faulty reasoning. Detecting and classifying them is a crucial NLP task to prevent misinformation, manipulative claims, and biased decisions.…