Matching stories Newest first
SpecMRL redesigns Matryoshka representation learning with a parametric spectral basis
SpecMRL orders features by importance in a learned spectral space, outperforming standard MRL at all reduced dimensions on MTEB. It surpasses full-dimensional MRL using only half the embedding dimensions.