BriefGPT.xyz
Jun, 2021
通过程序简化理解神经代码智能
Understanding Neural Code Intelligence Through Program Simplification
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Md Rafiqul Islam Rabin, Vincent J. Hellendoorn, Mohammad Amin Alipour
TL;DR
本文提出了一种简单的,与模型无关的方法——SIVAND,通过简化技术减小CI模型输入程序的大小,以识别CI系统中模型的关键输入特征,显示出这种方法产生的输出非常小,并广泛适用于许多模型体系结构和问题领域。
Abstract
A wide range of
code intelligence
(CI) tools, powered by
deep neural networks
, have been developed recently to improve programming productivity and perform program analysis. To reliably use such tools, developers
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