Comprehensive Benchmark for Fallacy Detection and Classification: MAFALDA

MAFALDA is a comprehensive benchmark for fallacy detection and classification that unifies previous fallacy datasets, provides a new taxonomy of fallacies, and introduces a disjunctive annotation scheme to account for the inherent subjectivity in fallacy annotation.