Resource-Aware BPMN Generation from Text Using LLMs
A new approach to process modeling integrates resource perspectives into automated BPMN diagram generation from natural language. Current LLM-based methods focus solely on control-flow, ignoring collaborative aspects. The proposed pipeline produces BPMN 2.0 collaboration diagrams with mandatory resource details defining organizations (pools) and roles (lanes). Cross-organization dependencies are formalized using standard notation. The work is described in arXiv:2605.24546.
Key facts
- Process modeling translates process artifacts into formal models.
- Traditional modeling requires extensive human input and domain expertise.
- LLMs can automate parts of the manual work.
- Current text-to-model approaches focus on control-flow only.
- The new pipeline is resource-aware and produces BPMN 2.0 collaboration diagrams.
- It uses a compact intermediate language with mandatory resource details.
- Resource details define organization (pool) and role (lane).
- Cross-organization dependencies use standard formal notation.
Entities
Institutions
- arXiv