RAG Technology

In a recent arXiv submission, Seongjin Kim and a co-author present a multi-field hybrid retrieval-augmented generation framework for automating maritime root cause analysis. Utilizing a knowledge base from 13,329 adjudication reports, their innovative field-aware retrieval method significantly enhances performance, improving retrieval recall and output quality in maritime safety contexts.