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Cross-Language Code Clone Detection Using Abstract Syntax Tree and Graph Neural Network
International Conferences on Computing Advancements, 2023Code clones refer to code fragments that have similar functionality but may differ in syntax. When code duplication occurs, it can pose challenges during system maintenance and necessitate fixing errors in multiple locations.
Zeina Swilam +2 more
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Research on Code Plagiarism Detection Based on Code Clone Detection Technologies
2021 2nd International Conference on Big Data and Informatization Education (ICBDIE), 2021At present, assignment plagiarism is common in higher education at home and abroad especially in the coursework of computer majors. How to detect code plagiarism in programming course assignments effectively is a significant problem. The classic methods of code plagiarism detection mainly use the attribute or structure information to measure the ...
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CodeBERT for Code Clone Detection: A Replication Study
International Workshop on Software Clones, 2022Large pre-trained models have dramatically improved the state-of-the-art on a variety of natural language processing (NLP) tasks. CodeBERT is one such pre-trained model for natural language (NL) and programming language (PL) which captures the semantics ...
Saad Arshad, Shamsa Abid, S. Shamail
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Code clone detection using wavelets
2015 IEEE 9th International Workshop on Software Clones (IWSC), 2015Code clones have an influence on the difficulty of maintaining code, which affects the cost in time and money. In order to effectively manage code clones, it is important to know where the clones are and how they relate to each-other. Wavelet analysis has been found to be extremely useful for clone detection in image processing and financial market ...
Siim Karus, Karl Kilgi
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Improving Code Clone Detection Accuracy and Efficiency based on Code Complexity Analysis
International Conferences on Dependable Systems and Their Applications, 2022Code cloning is a common activity in software development, which refers to the copying and reusing of code fragments with appropriate modifications.
Haochen Jin +3 more
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Generic code Cloning method for detection of Clone code in software Development
2016 International Conference on Data Mining and Advanced Computing (SAPIENCE), 2016The major part of risk the development of software or programs is existence of duplicate code that can affect the software maintainability. The main aim of Clone identification technique is to search and detect the parts of the software code which is identical.
Syed Mohd Fazalul Haque +2 more
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Machine Learning is All You Need: A Simple Token-Based Approach for Effective Code Clone Detection
International Conference on Software EngineeringAs software engineering advances and the code demand rises, the prevalence of code clones has increased. This phenomenon poses risks like vulnerability propagation, underscoring the growing importance of code clone detection techniques.
Siyue Feng +5 more
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AYAT: A Lightweight and Efficient Code Clone Detection Technique
2022 3rd Asia Conference on Computers and Communications (ACCC), 2022Code clones make software maintenance more challenging. Detecting bugs in large systems may significantly increase maintenance costs. Despite the fact that several techniques for clone identification have been proposed over the years, the accuracy and ...
Yasir Glani, Luo Ping, Syed Asad Shah
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Source Code Clone Detection Using Unsupervised Similarity Measures
International Conference on Software Quality. Process Automation in Software DevelopmentAssessing similarity in source code has gained significant attention in recent years due to its importance in software engineering tasks such as clone detection and code search and recommendation. This work presents a comparative analysis of unsupervised
Jorge Martinez-Gil
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Assessing the Code Clone Detection Capability of Large Language Models
2024 4th International Conference on Code Quality (ICCQ)This study aims to assess the performance of two advanced Large Language Models (LLMs), GPT-3.S and GPT-4, in the task of code clone detection. The evaluation involves testing the models on a variety of code pairs of different clone types and levels of ...
Zixian Zhang, Takfarinas Saber
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