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Can ChatGPT Support Developers? An Empirical Evaluation of Large Language Models for Code Generation

Can ChatGPT Support Developers? An Empirical Evaluation of Large Language Models for Code Generation

Large language models (LLMs) have demonstrated notable proficiency in code generation, with numerous prior studies showing their promising capabilities in various development scenarios.However, these studies mainly provide evaluations in research settings, which leaves a significant gap in understanding how effectively LLMs can support developers in real-world.To address this, we conducted …