Tracking States or Tracking Cosets? An Algebraic Account of Learned State Tracking

T1Covered by 1 source · first reported by arXiv at 25 Sept, 04:00 UTC

arXiv:2609.29951v1 Announce Type: cross Abstract: State tracking requires composing a sequence of updates, but accuracy alone does not reveal what a model has learned. We study neural networks trained to predict the running product of group elements. We identify quotient solutions in Transformers…

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• T1Tracking States or Tracking Cosets? An Algebraic Account of Learned State TrackingarXiv25 Sept, 04:00