SemRF supplies fixed semantic anchors and pseudo-inverse tying to produce stable coordinates for residual dynamics, Voronoi traces, and minimum-action canonical paths that link to parameter efficiency under controlled interface error.
V ocabulary-defined semantics: Latent space clustering for improving in-context learning.arXiv preprint arXiv:2401.16184,
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SemRF: A Semantic Reference Frame for Residual-Stream Dynamics in Language Models
SemRF supplies fixed semantic anchors and pseudo-inverse tying to produce stable coordinates for residual dynamics, Voronoi traces, and minimum-action canonical paths that link to parameter efficiency under controlled interface error.