Skip to content
English

Switch theme

arXiv 2610.26824 · cs.CL · 2026-10-19

SpecMRL: Redesign Matryoshka Representation Learning within Parametric Spectrum

Zhongxin Chen, Songhao Wu, Heng Cui, Cong Li, Xiao Zhou, Rui Yan

Affiliation unverified

In latest · #242 Added on 2026-10-21

One-line takeaway

SpecMRL reorganises features on a parameter-derived spectral basis so Matryoshka prefixes carry the most important information.

SpecMRL 用参数导出的谱基重排特征,让俄罗斯套娃式表示的前缀维度更好地承载关键信息。

80HF upvotes
6GitHub stars
–Citations (Semantic Scholar)
50.5Buzz score

Read on arXiv PDF Hugging Face discussion Code

About this data

Metadata from the arXiv API (verified); upvotes from Hugging Face Daily Papers; citations from Semantic Scholar. Last refreshed 2026-10-22.

The takeaway is written by AIMap from the abstract; the abstract itself is not reproduced — read the original.

Data updated: Latest AI papers(UTC+8)