2022
IJCAI
IJCAI 2022
Deep Learning Meets Software Engineering: A Survey on Pre-Trained Models of Source Code
Abstract
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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Interdisciplinary Bridge
β Deep Learning and Machine Learning
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Hot Topic Early Bird
β software engineering
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Cross-Pollinator
β Artificial Intelligence, Computer Science, Computer Vision, Data Science & Analytics, Deep Learning, Healthcare & Medicine, Interdisciplinary, Knowledge & Reasoning, Machine Learning, Mathematics & Optimization, Natural Language Processing, Reinforcement Learning, Robotics, Security & Privacy, Speech & Audio