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cs.LG2026

ACES: Who Tests the Tests? Leave-One-Out AUC Consistency for Code Generation

Hui Sun, Yun-Ji Zhang, Zheng Xie +4

Selecting LLM-generated code candidates using LLM-generated tests is challenging because the tests themselves may be incorrect. Existing methods either treat all tests equally or r…