2022

ReACC: A Retrieval-Augmented Code Completion Framework

Lu, Shuai, Duan, Nan, Han, Hojae et al.

Understand

Code completion, which aims to predict the following code token(s) according to the code context, can improve the productivity of software development.

  • Recent work has proved that statistical language modeling with transformers can greatly improve the performance in the code completion task via learning from large-scale source code datasets.
  • However, current approaches focus only on code context within the file or project, i.e.
  • internal context.

Reading the bibliography…