Abstract: Abstract Syntax Tree (AST) and Control Flow Graph (CFG) are program code representations widely used for static analysis. One of the uses of static analysis is for automated grading ...
Abstract: Autoencoder models of source code are an emerging alternative to autoregressive large language models with important benefits for genetic improvement of software. We hypothesize that encoder ...
Our experiment is done in Ubuntu 18.04.6 LTS and in python 3.8. We implement our model by pytorch 1.10 and torch geometric 2.1.0. We train our model on a RTX 3090. The required environments are listed ...
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