Business as Rulesual: A Benchmark and Framework for Business Rule Flow Modeling with LLMs

Chen Yang, Ruping Xu, Ruizhe Li +2

Extracting structured procedural knowledge from unstructured business documents is a critical yet unresolved bottleneck in process automation. While prior work has focused on extra…