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News/From If-Statements to ML Pipelines: Revisiting Bias in Code-Generation
arxiv
PublishedApril 24, 2026 at 4:00 AM
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From If-Statements to ML Pipelines: Revisiting Bias in Code-Generation

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arXiv:2604.21716v1 Announce Type: new Abstract: Prior work evaluates code generation bias primarily through simple conditional statements, which represent only a narrow slice of real-world programming and reveal solely overt, explicitly encoded bias. We demonstrate that this approach dramatically un

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