Standard neural architectures generalize to unseen variable and operator combinations, but systematically fail when negation is applied to an operator that was hidden during training.
Kreber, Markus N
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Propositional Logic for Probing Generalization in Neural Networks
Standard neural architectures generalize to unseen variable and operator combinations, but systematically fail when negation is applied to an operator that was hidden during training.