Chao Peng
Chao Peng
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CoReQA: Uncovering Potentials of Language Models in Code Repository Question Answering
Large language models that enhance software development tasks, such as code generation, code completion, and code question answering …
Jialiang Chen
,
Kaifa Zhao
,
Jie Liu
,
Chao Peng
,
Jierui Liu
,
Hang Zhu
,
Pengfei Gao
,
Ping Yang
,
Shuiguang Deng
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DOI
Go-Oracle: Automated Test Oracle for Go Concurrency Bugs
The Go programming language has gained significant traction for developing software, especially in various infrastructure systems. …
Foivos Tsimpourlas
,
Chao Peng
,
Carlos Rosuero
,
Ping Yang
,
Ajitha Rajan
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DOI
A Real-World Benchmark for Evaluating Fine-Grained Issue Solving Capabilities of Large Language Models
Automatically resolving software issues is crucial for software development in practice, impacting the software quality and user …
Ruida Hu
,
Chao Peng
,
Jingyi Ren
,
Bo Jiang
,
Xiangxin Meng
,
Qinyun Wu
,
Pengfei Gao
,
Xinchen Wang
,
Cuiyun Gao
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DOI
AEGIS: An Agent-based Framework for General Bug Reproduction from Issue Descriptions
In software maintenance, bug reproduction is essential for effective fault localization and repair. Manually writing reproduction …
Xinchen Wang
,
Pengfei Gao
,
Xiangxin Meng
,
Chao Peng
,
Ruida Hu
,
Yun Lin
,
Cuiyun Gao
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DOI
ContextModule: Improving Code Completion via Repository-level Contextual Information
Large Language Models (LLMs) have demonstrated impressive capabilities in code completion tasks, where they assist developers by …
Zhanming Guan
,
Junlin Liu
,
Jierui Liu
,
Chao Peng
,
Dexin Liu
,
Ningyuan Sun
,
Bo Jiang
,
Wenchao Li
,
Jie Liu
,
Hang Zhu
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DOI
An Empirical Study on LLM-based Agents for Automated Bug Fixing
Large language models (LLMs) and LLM-based Agents have been applied to fix bugs automatically, demonstrating the capability in …
Xiangxin Meng
,
Zexiong Ma
,
Pengfei Gao
,
Chao Peng
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DOI
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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DOI
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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