Vergari, Antonio
Vergari, Antonio
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A Neuro-Symbolic Benchmark Suite for Concept Quality and Reasoning Shortcuts
2024-01-01 Bortolotti, Samuele; Marconato, Emanuele; Carraro, Tommaso; Morettin, Paolo; van Krieken, Emile; Vergari, Antonio; Teso, Stefano; Passerini, Andrea
BEARS Make Neuro-Symbolic Models Aware of their Reasoning Shortcuts
2024-01-01 Marconato, Emanuele; Bortolotti, Samuele; van Krieken, Emile; Vergari, Antonio; Passerini, Andrea; Teso, Stefano
Not All Neuro-Symbolic Concepts Are Created Equal: Analysis and Mitigation of Reasoning Shortcuts
2023-01-01 Marconato, Emanuele; Teso, Stefano; Vergari, Antonio; Passerini, Andrea
Towards Logically Consistent Language Models via Probabilistic Reasoning
2024-01-01 Calanzone, Diego; Teso, Stefano; Vergari, Antonio