"reasoning shortcuts" Papers

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Right for the Right Reasons: Avoiding Reasoning Shortcuts via Prototypical Neurosymbolic AI

Luca Andolfi, Eleonora Giunchiglia

NeurIPS 2025posterarXiv:2510.25497

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

Samuele Bortolotti, Emanuele Marconato, Paolo Morettin et al.

NeurIPS 2025posterarXiv:2502.11245
9
citations

Analysis for Abductive Learning and Neural-Symbolic Reasoning Shortcuts

Xiao-Wen Yang, Wen-Da Wei, Jie-Jing Shao et al.

ICML 2024poster