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MarsCode Agent: AI-native Automated Bug Fixing
Recent advances in large language models (LLMs) have shown significant potential to automate various software development tasks, …
Yizhou Liu
,
Pengfei Gao
,
Xinchen Wang
,
Jie Liu
,
Yexuan Shi
,
Zhao Zhang
,
Chao Peng
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RepoMasterEval: Evaluating Code Completion via Real-World Repositories
With the growing reliance on automated code completion tools in software development, the need for robust evaluation benchmarks has …
Qinyun Wu
,
Chao Peng
,
Pengfei Gao
,
Ruida Hu
,
Haoyu Gan
,
Bo Jiang
,
Jinhe Tang
,
Zhiwen Deng
,
Zhanming Guan
,
Cuiyun Gao
,
Xia Liu
,
Ping Yang
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DevBench: A Comprehensive Benchmark for Software Development
Recent advancements in large language models (LLMs) have significantly enhanced their coding capabilities. However, existing benchmarks …
Bowen Li
,
Wenhan Wu
,
Ziwei Tang
,
Lin Shi
,
John Yang
,
Jinyang Li
,
Shunyu Yao
,
Chen Qian
,
Binyuan Hui
,
Qicheng Zhang
,
Zhiyin Yu
,
He Du
,
Ping Yang
,
Dahua Lin
,
Chao Peng
,
Kai Chen
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