A position paper arguing that PL techniques, especially formal verification and structure-aware representations, should be deeply integrated into LLM code generation.
Statically contextualizing large language models with typed holes
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Position Paper: Programming Language Techniques for Bridging LLM Code Generation Semantic Gaps
A position paper arguing that PL techniques, especially formal verification and structure-aware representations, should be deeply integrated into LLM code generation.