A toolkit of 11 code refactoring operators reduces n-gram overlap with training corpora by up to 65 percentage points, though this drop is partly by construction and is not tied to downstream task performance.
Large language models are edge-case generators: Crafting unusual programs for fuzzing deep learning libraries,
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CODECLEANER: Elevating Standards with A Robust Data Contamination Mitigation Toolkit
A toolkit of 11 code refactoring operators reduces n-gram overlap with training corpora by up to 65 percentage points, though this drop is partly by construction and is not tied to downstream task performance.