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arXiv cs.AI · Papers

Large Language Models for Code Generation from Multilingual Prompts: A Curated Benchmark and a Study on Code Quality

arXiv:2607.14816v1 Announce Type: cross Abstract: Large Language Models (LLMs) perform differently on identical programming tasks when prompted in different natural languages, a phenomenon known as language bias. While this behavior has been widely studied for general text generation, its impact on code generation qual