Individual projects
Argumentation Reasoning
This paper introduce four sets of explainable templates for common informal logical fallacies.
Using our templates, we conduct an annotation study on top of 400 fallacious arguments taken from LOGIC dataset and achieve a high agreement score and reasonable coverage.
Extensive experiments are conducted for detecting the structure of fallacies and discover that state-of-the-art language models struggle with detecting fallacy templates.