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
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
background 1
citation-polarity summary
fields
cs.LG 1years
2025 1verdicts
CONDITIONAL 1roles
background 1polarities
unclear 1representative citing papers
citing papers explorer
-
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.