Pierre-Henri Paris

MAFALDA: A Benchmark and Comprehensive Study of Fallacy Detection and Classification

We introduce MAFALDA, a benchmark for fallacy classification that merges and unites previous fallacy datasets. It comes with a taxonomy that aligns, refines, and unifies existing classifications of fallacies. We further provide a manual annotation of a part of the dataset together with manual explan…