Safety
4d agoNLA Reconstructor Ignores Syntax And Semantics
A Spearman rho of 0.38 shows that removing negation words barely affects the variance of negated terms in Natural Language Autoencoders. The system fails to prioritize nouns and verbs over auxiliaries during reconstruction.
The Signal
This suggests the autoreconstructor lacks a fundamental grasp of English grammar, challenging the method's validity for interpretability research.