BriefGPT.xyz
Apr, 2022
自然语言与代码交互式的转换与执行
Natural Language to Code Translation with Execution
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Freda Shi, Daniel Fried, Marjan Ghazvininejad, Luke Zettlemoyer, Sida I. Wang
TL;DR
本文介绍了基于执行结果的最小贝叶斯风险解码(MBR-EXEC)用于程序选择,并表明它改善了预训练代码模型在自然语言到代码任务上的少样本性能。
Abstract
generative models
of code, pretrained on large corpora of programs, have shown great success in translating
natural language to code
(Chen et al., 2021; Austin et al., 2021; Li et al., 2022, inter alia). While th
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