Enhancing Medical Reasoning with Retrieval-Augmented Large Language Models Tailored for Biomedical Domains

Self-BioRAG, a framework that specializes in generating explanations, retrieving domain-specific documents, and self-reflecting on generated responses, demonstrates significant performance gains on open-domain biomedical question-answering benchmarks compared to state-of-the-art models.