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Lingyue Fu · Xin Ding · Linyue Pan · Yaoming Zhu · Shao Zhang · Lin Qiu · Xuezhi Cao · Xunliang Cai · Jiaxin Ding · Weiwen Liu · Weinan Zhang · Yong Yu
Lingyue Fu · Hao Guan · Bolun Zhang · Haowei Yuan · Yaoming Zhu · Lin Qiu · ZongYu Wang · Xuezhi Cao · Xunliang Cai · Weiwen Liu · Ruiming Tang (Huawei Noah' · s Ark Lab)
The evaluation of Large Language Models (LLMs) for software engineering has shifted towards complex, repository-level tasks. However, existing benchmarks predominantly rely on coarse-grained pass rates that treat programming proficiency as a monolithic capability, obscuring specific cognitive bot...