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  1. 1. Source Code Representations of Deep Learning for Program Repair

    Författare :Zimin Chen; Martin Monperrus; Benoit Baudry; Zhendong Su; KTH; []
    Nyckelord :NATURVETENSKAP; NATURAL SCIENCES; Code Representation; Deep Learning; Program Repair; Datalogi; Computer Science;

    Sammanfattning : Deep learning, leveraging artificial neural networks, has demonstrated significant capabilities in understanding intricate patterns within data. In recent years, its prowess has been extended to the vast domain of source code, where it aids in diverse software engineering tasks such as program repair, code summarization, and vulnerability detection. LÄS MER