Bears make neuro-symbolic models aware of their reasoning shortcuts E Marconato, S Bortolotti, E van Krieken, A Vergari, A Passerini, S Teso Proceedings of The 40th Conference on Uncertainty in Artificial Intelligence, 2024 | 12 | 2024 |
A Neuro-Symbolic Benchmark Suite for Concept Quality and Reasoning Shortcuts S Bortolotti, E Marconato, T Carraro, P Morettin, E van Krieken, A Vergari, ... Proceedings of Thirty-eight Conference on Neural Information Processing …, 2024 | 3 | 2024 |
Shortcuts and Identifiability in Concept-based Models from a Neuro-Symbolic Lens S Bortolotti, E Marconato, P Morettin, A Passerini, S Teso arXiv preprint arXiv:2502.11245, 2025 | | 2025 |
Benchmarking in Neuro-Symbolic AI R Manhaeve, F Giannini, M Ali, D Azzolini, A Bizzarri, A Borghesi, ... Proceedings of The 4th International Joint Conference on Learning & Reasoning, 2024 | | 2024 |