sle2026/paper05

SLE 2026 paper:
How Much Does an LLM Know about My Programming Language?

David Delgado, Lola Burgueño, Robert Clarisó

• DOI: 10.1145/3806383.3815518
• Researchr: details/sle-2026/sle-2026/7/How-much-does-an-LLM-know-about-my-programming-language-
• T6C: SLE-for-AI
  • The paper applies language-engineering techniques to diagnose and improve AI/code-generation systems’ support for programming languages.
• T4G: AI-for-SLE
  • Large Language Models and their code-generation capabilities are the central object of analysis.
• T5B: Language Description Analysis
  • The framework analyses generated code against grammatical rules and structural language features.
• T5E: Empirical Evaluation
  • The paper reports experiments comparing languages, datasets, and LLMs using syntactic coverage metrics.

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