Synergy of Large Language Model and Model Driven Engineering for Automated Development of Centralized Vehicular Systems

arXiv:2404.05508v1 Announce Type: cross
Abstract: We present a prototype of a tool leveraging the synergy of model driven engineering (MDE) and Large Language Models (LLM) for the purpose of software development process automation in the automotive industry. In this approach, the user-provided input is free form textual requirements, which are first translated to Ecore model instance representation using an LLM, which is afterwards checked for consistency using Object Constraint Language (OCL) rules. After successful consistency check, the model instance is …

abstract arxiv automated automation automotive cs.ai cs.cl cs.se development engineering industry language language model language models large language large language model large language models llm mde process process automation software software development synergy systems tool type