BriefGPT.xyz
May, 2022
结构化测试统计的精确成对置换检验
Exact Paired-Permutation Testing for Structured Test Statistics
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Ran Zmigrod, Tim Vieira, Ryan Cotterell
TL;DR
本篇文章提供了一种精确的算法用于针对一类结构化检验统计量的成对置换检验,并指出这种算法要比 Monte Carlo 近似法能够在同一数据集上快 10 倍。
Abstract
significance testing
-- especially the
paired-permutation test
-- has played a vital role in developing
nlp systems
to provide confidence
→