AIBullisharXiv – CS AI · 4d ago7/10
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A Foundation Model for Zero-Shot Logical Rule Induction
Researchers introduce Neural Rule Inducer (NRI), a pretrained foundation model enabling zero-shot logical rule induction without task-specific retraining. By encoding domain-agnostic statistical properties instead of literal identities, NRI generalizes across different predicates and demonstrates robustness to label noise and spurious correlations, advancing toward foundation models for symbolic reasoning.