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arXiv — cs.AI

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Soft Symbol Grounding for Prototypical Concepts

arXiv:2609.12247v1 Announce Type: new Abstract: Neuro-symbolic models are usually trained with supervision only on final labels, leaving the intermediate concepts unobserved. Since many concept assignments are consistent with a given label, training can predict labels correctly…

arXiv — cs.AIBy: Marcos Galv\'an-L\'opez, Nijesh Upreti, Hiram Calvo, Carlos Aguilar-Ib\'a\~nez, Vaishak BelleSeptember 14, 2026 (Sep 14)
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  • arXiv:2609.12247v1 Announce Type: new Abstract: Neuro-symbolic models are usually trained with supervision only on final labels, leaving the intermediate concepts unobserved
  • Since many concept assignments are consistent with a given label, training can predict labels correctly…
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Soft Symbol Grounding for Prototypical Concepts

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