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

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.

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Published
2024-10-18
DOI
https://doi.org/10.1145/3691620.3695335
Citations
1
Primary Topic
Software Engineering Research
Type
article
Field-Weighted Citation Impact
0.78
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article

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

Jacques Klein, Abdoul Kader Kaboré, Tegawendé François Bissyandé, Micheline Bénédicte Moumoula
1 citations
Software Engineering Research
0.78
article

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

Jacques Klein, Abdoul Kader Kaboré, Tegawendé François Bissyandé, Micheline Bénédicte Moumoula
article en
1 citations

Abstract

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.

University of Luxembourg (LU)
Openalex Percentile: Top 20%
Software Engineering Research
0.78
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Cross-lingual Code Clone Detection: When LLMs Fail Short Against Embedding-based Classifier — Jacques Klein, Abdoul Kader Kaboré, et al. · (2024) | TGRS Research Map | TGRS