Does Data Contamination Detection Work (Well) for LLMs? A Survey and Evaluation on Detection Assumptions

Yujuan Fu, Özlem Uzuner, Meliha Yetisgen, Fei Xia 0004. Does Data Contamination Detection Work (Well) for LLMs? A Survey and Evaluation on Detection Assumptions. In Luis Chiruzzo, Alan Ritter, Lu Wang, editors, Findings of the Association for Computational Linguistics: NAACL 2025, Albuquerque, New Mexico, USA, April 29 - May 4, 2025. pages 5235-5256, Association for Computational Linguistics, 2025. [doi]

Authors

Yujuan Fu

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Özlem Uzuner

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Meliha Yetisgen

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Fei Xia 0004

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