Gennady G. Bulgakov

Using large language models to generate executable BPMN models based on text descriptions: an overview of approaches, limitations, and validation methods

It is argued that edge (sequence flow) generation is the weakest link once nodes are fixed, and typical structural failure modes (dangling nodes, disconnects, gateway violations, etc.) and causes tied to autoregressive generation are summarized.