Prompt language affects LLM code generation, but English is not consistently best: Chinese prompts improve Python correctness on CoderEval, while quality and lexicon effects vary by model and programming language.
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Large Language Models for Code Generation from Multilingual Prompts: A Curated Benchmark and a Study on Code Quality
Prompt language affects LLM code generation, but English is not consistently best: Chinese prompts improve Python correctness on CoderEval, while quality and lexicon effects vary by model and programming language.