Scaling LLM Planning: NL2FLOW for Parametric Problem Generation and Rigorous Evaluation

Jungkoo Kang

Robust workflow composition is critical for effective agent performance, yet progress in Large Language Model (LLM) planning and reasoning is hindered by a scarcity of scalable eva…