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TCCCD: Triplet-Based Cross-Language Code Clone Detection
Code cloning is a common practice in software development, where developers reuse existing code to accelerate programming speed and enhance work efficiency. Existing clone-detection methods mainly focus on code clones within a single programming language.
Yong Fang +3 more
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SJBCD: A Java Code Clone Detection Method Based on Bytecode Using Siamese Neural Network
Code clone detection is an important research topic in the field of software engineering. It is significant in developing software and solving software infringement disputes to discover code clone phenomenon effectively in and between software systems ...
Bangrui Wan +3 more
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Fast Code Clone Detection Based on Weighted Recursive Autoencoders [PDF]
Code cloning considerably facilitates software development but also leads to recurring bugs and other software quality problems. In this paper, we propose a fast code clone detection method based on weighted recursive autoencoders (RAE) to measure code ...
Jie Zeng +3 more
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As Large Language Models (LLMs) continue to advance, their capabilities in code clone detection have garnered significant attention. While much research has assessed LLM performance on human-generated code, the proliferation of LLM-generated code raises ...
Zixian Zhang, Takfarinas Saber
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Evaluating few shot and Contrastive learning Methods for Code Clone Detection [PDF]
Code Clone Detection (CCD) is a software engineering task that is used for plagiarism detection, code search, and code comprehension. Recently, deep learning-based models have achieved an F1-Score (a metric used to assess classifiers) of ∼\documentclass ...
Mohamad Khajezade +2 more
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Code Clone Detection Techniques Based on Large Language Models
Code duplication, commonly known as code cloning, is a persistent challenge in software development. While reusing code fragments boosts productivity, excessive cloning poses challenges to maintenance and elevates the risk of bugs. Therefore, integrating
Afnan A. Almatrafi +2 more
doaj +2 more sources
DSFM: Enhancing Functional Code Clone Detection with Deep Subtree Interactions [PDF]
Functional code clone detection is important for software maintenance. In recent years, deep learning techniques are introduced to improve the performance of functional code clone detectors.
Zhiwei Xu +7 more
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An Effective Semantic Code Clone Detection Framework Using Pairwise Feature Fusion
Code clones. In this work, we propose a novel detection framework using machine learning for automated detection of all four type of clones. The features extracted from a pair of code blocks are combined for possible detection of a clone with respect to ...
Abdullah Sheneamer +2 more
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Quantifying cross-language code reuse via function-level clone detection [PDF]
Code reuse through cloning is common in software development, yet excessive or unchecked cloning can harm maintainability and raise plagiarism concerns.
Yi Rong, Yan Zhou
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