Web: http://arxiv.org/abs/2206.08726

June 20, 2022, 1:10 a.m. | Maksim Zubkov, Egor Spirin, Egor Bogomolov, Timofey Bryksin

cs.LG updates on arXiv.org arxiv.org

Code clones are pairs of code snippets that implement similar functionality.
Clone detection is a fundamental branch of automatic source code comprehension,
having many applications in refactoring recommendation, plagiarism detection,
and code summarization. A particularly interesting case of clone detection is
the detection of semantic clones, i.e., code snippets that have the same
functionality but significantly differ in implementation. A promising approach
to detecting semantic clones is contrastive learning (CL), a machine learning
paradigm popular in computer vision but not …

arxiv code detection evaluation learning

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