most citedCaseReportBench: An LLM Benchmark Dataset for Dense Information Extraction in Clinical Case Reports

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cs.AI2026

OntologyBench: Can Dense Retrieval Satisfy Structured Biomedical Constraints?

Xiao Yu Cindy Zhang, Wyeth Wasserman, Jian Zhu

We introduce OntologyBench, a tiered biomedical retrieval benchmark comprising 471,854 training and 125,744 evaluation query-document relevance pairs across concept grounding, rela…