Contextual Representation Flow Across Depth in State-Space and Transformer Architectures

arXiv:2510.06640 · cs.CL, cs.LG · Submitted 2025-10-08 · Read on arXiv

cs.CL, cs.LG

Submitted: 2025-10-08

Updated: 2026-10-13

Terminology

• Transformer — 2× in this paper · explained in 2 episodes
• Alignment — 1× in this paper · explained in 1 episode
• Homogenization — 1× in this paper · explained in 2 episodes
• State Space Models (SSMs) — 1× in this paper · explained in 4 episodes
• Transformer Architecture — 1× in this paper · explained in 2 episodes

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