论文标题

深度学习符合软件工程:对源代码的预培训模型的调查

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

论文作者

Niu, Changan, Li, Chuanyi, Luo, Bin, Ng, Vincent

论文摘要

近年来,深度学习成功地应用了软件工程(SE)。特别是,源代码的预训练模型的开发和使用使得在各种SE任务上都可以实现最新的结果。本文概述了这一快速发展的研究领域,并反映了未来的研究方向。

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.

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