
Multi-Agent Orchestration for Terminology-Constrained Machine
Translation in Industrial Localization

Our research focuses on a multi-agent LLM pipeline that orchestrates four specialized agents across analysis, translation, post-editing, and review for terminology-constrained machine translation.






