Contextual Subspace Manifold Projection for Structural Refinement of Large Language Model Representations

Alistair Wren, Beatrice Loxley, Hamish Cadwallader +3

Internal representations within deep neural architectures encode high-dimensional abstractions of linguistic structures, yet they often exhibit inefficiencies in feature distributi…