Vergari, Antonio
Vergari, Antonio
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
A Probabilistic Neuro-symbolic Layer for Algebraic Constraint Satisfaction
2025-01-01 Kurscheidt, L.; Morettin, P.; Sebastiani, R.; Passerini, A.; Vergari, A.
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
Logically Consistent Language Models via Neuro-Symbolic Integration
2025-01-01 Calanzone, Diego; Teso, Stefano; Vergari, Antonio
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
Symbol Grounding in Neuro-Symbolic AI: A Gentle Introduction to Reasoning Shortcuts
2026-01-01 Marconato, Emanuele; Bortolotti, Samuele; Van Krieken, Emile; Morettin, Paolo; Umili, Elena; Vergari, Antonio; Tsamoura, Efthymia; Passerini, Andrea; Teso, Stefano
Towards Logically Consistent Language Models via Probabilistic Reasoning
2024-01-01 Calanzone, Diego; Teso, Stefano; Vergari, Antonio