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Baobab reveals that a mixture indexed by query justifications can outperform independent perception in reasoning tasks, achieving Bayes-optimal performance where others fail.
Moose achieves unprecedented improvements in latent concept learning by integrating reasoning-shortcut awareness into OWL 2 EL ontologies, setting a new benchmark for neuro-symbolic methods.