Diagnosing CFG Interpretation in LLMs

Hanqi Li, Lu Chen, Kai Yu

As LLMs are increasingly integrated into agentic systems, they must adhere to dynamically defined, machine-interpretable interfaces. We evaluate LLMs as in-context interpreters: gi…