DSLs Enhance Reliable Use of LLMs
DSLs play a crucial role in enhancing the reliability of LLMs in code generation.
Modern LLMs can generate significant amounts of code from high-level natural language descriptions. However, many design decisions are not known upfront and are discovered through implementation. In this context, Domain-Specific Languages (DSLs) enhance LLM reliability by providing a constrained syntax for expressing domain concepts, allowing for more accurate outputs from LLMs.