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cs.SE2024
Evaluating Software Development Agents: Patch Patterns, Code Quality, and Issue Complexity in Real-World GitHub Scenarios
Zhi Chen, Lingxiao Jiang
In recent years, AI-based software engineering has progressed from pre-trained models to advanced agentic workflows, with Software Development Agents representing the next major le…
cs.SE2024
Promise and Peril of Collaborative Code Generation Models: Balancing Effectiveness and Memorization
Zhi Chen, Lingxiao Jiang
In the rapidly evolving field of machine learning, training models with datasets from various locations and organizations presents significant challenges due to privacy and legal c…