Probing the Geometry of Color Representations in Multilingual Language Models

Pablo Loyola, Edison Marrese-Taylor, Andrés Hoyos-Idrobo

Do multilingual language models learn a universal internal geometry for color, and is it perceptually grounded or primarily linguistic? We decompose color representations into two…