Cross-lingual Code Clone Detection: When LLMs Fail Short Against Embedding-based Classifier

Abstract

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Cross-lingual code clone detection has gained attention in software development due to the use of multiple programming languages. Recent advances in machine learning, particularly Large Language Models (LLMs), have motivated a reexamination of this problem.