Using Grammar Masking to Ensure Syntactic Validity in LLM-based Modeling Tasks

Lukas Netz, Jan Reimer, Bernhard Rumpe

We present and evaluate a method called grammar masking, which is used to guide large language models (LLMs) toward producing syntactically correct models for a given context-free…