Hierarchical Token Merging with Recursive Autoencoders for Unsupervised Grammar Induction.

arXiv:2610.26695v1 Announce Type: cross Abstract: Hierarchical abstraction is a fundamental principle across many data modalities, enabling complex sequences to be represented compositionally at multiple levels. Learning such hierarchies directly from data, wi