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A Study of LLMs' Preferences for Libraries and Programming Languages

Lukas Twist, Mark Harman, Don Syme, Joost Noppen, Helen Yannakoudakis, Detlef Nauck, Jie M. Zhang
Jun 5, 2026 at 04:00
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arXiv:2503.17181v4 Announce Type: replace-cross Abstract: Despite the rapid progress of large language models (LLMs) in code generation, existing evaluations focus on functional correctness or syntactic validity, overlooking how LLMs make critical design choices such as which library or programming language to use. To fill this gap, we perform...

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