CodeMorph perturbs source code with 26 semantic-preserving transformations selected by an evolutionary algorithm, reducing a code LLM's completion accuracy on contaminated benchmarks by an average of 24.67%.
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CodeMorph: Mitigating Data Leakage in Large Language Model Assessment
CodeMorph perturbs source code with 26 semantic-preserving transformations selected by an evolutionary algorithm, reducing a code LLM's completion accuracy on contaminated benchmarks by an average of 24.67%.