Deep Learning Meets Software Engineering: A Survey on Pre-Trained Models of Source Code

05/24/2022

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by   Changan Niu, et al.

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Recent years have seen the successful application of deep learning to software engineering (SE). In particular, the development and use of pre-trained models of source code has enabled state-of-the-art results to be achieved on a wide variety of SE tasks. This paper provides an overview of this rapidly advancing field of research and reflects on future research directions.