Imperfect Code Generation: Uncovering Weaknesses in Automatic Code Generation by Large Language...

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REACCEPT: Automated Co-evolution of Production and Test Code Based on Dynamic Validation and Large Language Models

J Chi, X Wang, Y Huang, L Yu, D Cui, J Sun… - arxiv preprint arxiv …, 2024 - arxiv.org
Synchronizing production and test code, known as PT co-evolution, is critical for software
quality in the software development lifecycle. Existing methods for automatic PT co-evolution …
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Large Language Model Guided Self-Debugging Code Generation

M Adnan, Z Xu, CCN Kuhn - arxiv preprint arxiv:2502.02928, 2025 - arxiv.org
Automated code generation is gaining significant importance in intelligent computer
programming and system deployment. However, current approaches often face challenges …
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