Divide-Prompt-Refine: a Training-Free, Structure-Aware Framework for Biomedical Abstract Generation

In three linesDPR-BAG generates abstracts for biomedical articles lacking summaries through structured decomposition (BOMRC schema), parallel LLM-based summarization, and refinement. On PMC-MAD (46,309 articles), improves abstractive novelty while maintaining factual consistency. Training-free, zero-shot framework.

Summary generated by Claude — human-verified