Soft ontology priors over latent concept posteriors for weakly supervised neuro-symbolic learning
Read the original at arxiv.org→arXiv:2610.30391v1 Announce Type: new Abstract: Neuro-symbolic (NeSy) predictors that supervise only the task label suffer from reasoning shortcuts: distinct concept mappings achieve the same maximum likelihood,...
Original headline: "Soft Ontology Priors over Latent Concept Posteriors for Weakly Supervised Neuro-Symbolic Learning"
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- Oct 23, 04:00 UTC arXiv cs.AI lead source Soft Ontology Priors over Latent Concept Posteriors for Weakly Supervised Neuro-Symbolic Learning