pith. sign in

4.Linear on raw concat:logistic regression on concatenated hidden states[h subj;h verb](2dfeatures)

Quadratic on scores:logistic regression on [ssubj ⊙s verb, s subj, s verb] where s are the 3 morphologicalnumber probe scores (9 features)

1 Pith paper cite this work. Polarity classification is still indexing.

1 Pith paper citing it
browse 1 citing papers

fields

cs.LG 1

years

2026 1

verdicts

UNVERDICTED 1

representative citing papers

Deep Minds and Shallow Probes

cs.LG · 2026-05-12 · unverdicted · novelty 7.0

Symmetry under affine reparameterizations of hidden coordinates selects a unique hierarchy of shallow coordinate-stable probes and a probe-visible quotient for cross-model transfer.

citing papers explorer

Showing 1 of 1 citing paper.

  • Deep Minds and Shallow Probes cs.LG · 2026-05-12 · unverdicted · none · ref 56

    Symmetry under affine reparameterizations of hidden coordinates selects a unique hierarchy of shallow coordinate-stable probes and a probe-visible quotient for cross-model transfer.