Improving Cross-Language Code Clone Detection via Code Representation Learning and Graph Neural Networks

Code clone detection is an important aspect of software development and maintenance. The extensive research in this domain has helped reduce the complexity and increase the robustness of source code, thereby assisting bug detection tools. However, the majority of the clone detection literature is co...

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Vydáno v:	IEEE transactions on software engineering Ročník 49; číslo 11; s. 4846 - 4868
Hlavní autoři:	Mehrotra, Nikita, Sharma, Akash, Jindal, Anmol, Purandare, Rahul
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	New York IEEE 01.11.2023 IEEE Computer Society
Témata:	abstract syntax trees Cloning Codes cross-language code clone detection Deep learning Fragments Graph neural networks graph-based neural networks Graphical representations Java Machine learning Neural networks Program representation learning Programming languages Semantics Software development Source code Source coding Syntactics Task analysis
ISSN:	0098-5589, 1939-3520
On-line přístup:	Získat plný text
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