Publications

Jun 14, 2024

A Neuro-Symbolic Benchmark Suite for Concept Quality and Reasoning Shortcuts

Samuele Bortolotti, Emanuele Marconato, Tommaso Carraro, Paolo Morettin, Emile van Krieken, Antonio Vergari, Stefano Teso, Andrea Passerini

NeurIPS 2024 - (PDF)

Feb 20, 2024

BEARS Make Neuro-Symbolic Models Aware of their Reasoning Shortcuts

Emanuele Marconato, Samuele Bortolotti, Emile van Krieken, Antonio Vergari, Andrea Passerini, Stefano Teso

UAI 2024 - (PDF)