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Nov, 2021
LMdiff:一种用于比较语言模型的可视化差异工具
LMdiff: A Visual Diff Tool to Compare Language Models
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Hendrik Strobelt, Benjamin Hoover, Arvind Satyanarayan, Sebastian Gehrmann
TL;DR
本文介绍了一个名为LMdiff的可视化工具,它可以比较两个不同的语言模型之间的概率分布,并在大型语料库中识别最有趣的短语,为模型行为生成假设,并跨多个案例研究展示了LMdiff的适用性。
Abstract
While different
language models
are ubiquitous in
nlp
, it is hard to contrast their outputs and identify which contexts one can handle better than the other. To address this question, we introduce
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