Understanding Confabulation and Rethinking Reconstruction in Activation Explanations.

arXiv:2609.33702v1 Announce Type: cross Abstract: Natural Language Autoencoders (NLAs) produce unsupervised text explanations of a model's activations: a verbalizer describes an activation and a reconstructor learns to recover it from this text. Under the esta