BriefGPT.xyz
Mar, 2023
分层神经程序合成
Hierarchical Neural Program Synthesis
HTML
PDF
Linghan Zhong, Ryan Lindeborg, Jesse Zhang, Joseph J. Lim, Shao-Hua Sun
TL;DR
本文提出了一种可扩展的程序合成框架,通过层级组合程序实现程序合成,该框架可以从输入/输出对中合成比之前更长、更复杂的程序,并通过任务嵌入空间和程序解码器将任务嵌入解码为程序。
Abstract
program synthesis
aims to automatically construct human-readable programs that satisfy given task specifications, such as
input/output pairs
or demonstrations. Recent works have demonstrated encouraging results i
→