"neuro-symbolic reasoning" Papers

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Efficient Rectification of Neuro-Symbolic Reasoning Inconsistencies by Abductive Reflection

Wen-Chao Hu, Wang-Zhou Dai, Yuan Jiang et al.

AAAI 2025paperarXiv:2412.08457
12
citations

Shortcuts and Identifiability in Concept-based Models from a Neuro-Symbolic Lens

Samuele Bortolotti, Emanuele Marconato, Paolo Morettin et al.

NEURIPS 2025arXiv:2502.11245
9
citations