How could Neural Networks understand Programs?
Dinglan Peng 1 Shuxin Zheng 2 Yatao Li 2 Guolin Ke 2 Di He 2 Tie-Yan Liu 2
Abstract 1. Introduction
Semantic understanding of programs is a funda- Modern software typically contains tons of code, functions,
mental problem for programming language pro- and modules with overwhelmingly complex structure or or-
cessing (PLP). Recent works that learn represen- ganization scheme. It poses ...


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