QAQ: Bidirectional Semantic Coherence for Selecting High-Quality Synthetic Code Instructions

Jiayin Lei, Ming Ma, Yunxi Duan +2

Synthetic data has become essential for training code generation models, yet it introduces significant noise and hallucinations that are difficult to detect with current metrics. E…