CochraneForest is a new benchmark for document-level evidence extraction, and URCA, which combines uniform retrieval and clustering, achieves up to 10.3% higher F1 than prior RAG baselines on it.
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Query-driven Document-level Scientific Evidence Extraction from Biomedical Studies
CochraneForest is a new benchmark for document-level evidence extraction, and URCA, which combines uniform retrieval and clustering, achieves up to 10.3% higher F1 than prior RAG baselines on it.