Research
On-device research index

arXiv research

A locally-built, LLM-digested index of recent arXiv papers in quant finance, geometry/topology, and statistical ML — keyword search served straight from SQLite on this machine.

168,742 papers · 148 categories

Trend · papers per month

count% of corpus
0111 · Feb 202619922001200920172026
1 result for “match-and-copy”
Gaussian Match-and-Copy: A Minimalist Benchmark for Studying Transformer Inductioncs.LG

GMC benchmark isolates retrieval in Transformers, revealing max-margin alignment.

problem Understanding how Transformers develop match-and-copy behavior on natural data.
method Introducing Gaussian Match-and-Copy (GMC) as a minimalist benchmark.
result Gradient descent drives parameters to diverge while aligning with max-margin separator.
Transformermatch-and-copyminimalitymax-margingradient descent
2026-02-07abs ↗pdf ↗