2 papers
cs.CL2026
Universal Conceptual Structure in Neural Translation: Probing NLLB-200's Multilingual Geometry
Kyle Elliott Mathewson
Do neural machine translation models learn language-universal conceptual representations, or do they merely cluster languages by surface similarity? We investigate this question by…
math.CO2025
Magic Gems: A Polyhedral Framework for Magic Squares
Kyle Elliott Mathewson
We introduce Magic Gems, a geometric representation of magic squares as three-dimensional polyhedra. By mapping an n times n magic square onto a centered coordinate grid with cell…