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Unveiling the potential of large language models in generating semantic and cross-language clones
Palash R. Roy, Ajmain I. Alam, Farouq Al-omari +3
Semantic and Cross-language code clone generation may be useful for code reuse, code comprehension, refactoring and benchmarking. OpenAI's GPT model has potential in such clone gen…
GPTCloneBench: A comprehensive benchmark of semantic clones and cross-language clones using GPT-3 model and SemanticCloneBench
Ajmain Inqiad Alam, Palash Ranjan Roy, Farouq Al-omari +3
With the emergence of Machine Learning, there has been a surge in leveraging its capabilities for problem-solving across various domains. In the code clone realm, the identificatio…
A systematic literature review on source code similarity measurement and clone detection: techniques, applications, and challenges
Morteza Zakeri-Nasrabadi, Saeed Parsa, Mohammad Ramezani +2
Measuring and evaluating source code similarity is a fundamental software engineering activity that embraces a broad range of applications, including but not limited to code recomm…
Do Subjectivity and Objectivity Always Agree? A Case Study with Stack Overflow Questions
Saikat Mondal, Mohammad Masudur Rahman, Chanchal K. Roy
In Stack Overflow (SO), the quality of posts (i.e., questions and answers) is subjectively evaluated by users through a voting mechanism. The net votes (upvotes - downvotes) obtain…
Pathways to Leverage Transcompiler based Data Augmentation for Cross-Language Clone Detection
Subroto Nag Pinku, Debajyoti Mondal, Chanchal K. Roy
Software clones are often introduced when developers reuse code fragments to implement similar functionalities in the same or different software systems. Many high-performing clone…