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News/QAQ: Bidirectional Semantic Coherence for Selecting High-Quality Synthetic Code Instructions
arxiv
PublishedSeptember 1, 2026 at 4:00 AM

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

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Publisher summary· verbatim

arXiv:2603.12165v3 Announce Type: replace Abstract: 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. Existing data selection methods like Instruction-Following Difficulty

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