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

Micheline Bénédicte Moumoula, Abdoul Kader Kaboré, Jacques Klein, Tegawendé F. Bissyandé

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.

BibTeX
@inproceedings{Moumoula-al:ASE24,
  author    = {Micheline B{\'{e}}n{\'{e}}dicte Moumoula and
               Abdoul Kader Kabor{\'{e}} and
               Jacques Klein and
               Tegawend{\'{e}} F. Bissyand{\'{e}}},
  title     = {Cross-lingual Code Clone Detection: When {LLMs} Fail Short Against Embedding-based Classifier},
  booktitle = {ASE},
  pages     = {2474--2475},
  publisher = {{ACM}},
  year      = {2024},
}

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