Boqi Chen

On Inter-dataset Code Duplication and Data Leakage in Large Language Models

2024 · arXiv (Cornell University)

Motivation. Large language models (LLMs) have exhibited remarkable proficiency in diverse software engineering (SE) tasks. Handling such tasks typically involves acquiring foundational coding knowledge on large, general-purpose datasets during a pre-training phase, and subsequently refining …