Enhancing source code representations for deep learning with static analysis

Deep learning techniques applied to program analysis tasks such as code classification, summarization, and bug detection have seen widespread interest. Traditional approaches, however, treat programming source code as natural language text, which may neglect significant structural or semantic detail...

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Bibliographic Details
Main Authors: GUAN, Xueting, TREUDE, Christoph
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2024
Subjects:
Online Access:https://ink.library.smu.edu.sg/sis_research/8960
https://ink.library.smu.edu.sg/context/sis_research/article/9963/viewcontent/xueting.pdf
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Institution: Singapore Management University
Language: English
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