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Moose: Latent concept learning with reasoning-shortcut awareness in $\mathcal{EL}^{++}$

arXiv cs.AI · 2026-08-14 Cached

Presents Moose, a neuro-symbolic method that compiles OWL 2 EL ontologies into Sentential Decision Diagrams for differentiable weighted model counting, enabling latent concept learning under partial supervision and providing the first reasoning-shortcut analysis in an OWL EL setting.

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