Decoding Data Quality via Synthetic Corruptions: Embedding-guided Pruning of Code Data

Yu Yang, Aaditya K. Singh, Mostafa Elhoushi +7

Code datasets, often collected from diverse and uncontrolled sources such as GitHub, potentially suffer from quality issues, thereby affecting the performance and training efficien…