2 papers
cs.IR2026
R2MED: A Benchmark for Reasoning-Driven Medical Retrieval
Xiangxu Zhang, Lei Li, Xiao Zhou +1
Current medical retrieval benchmarks primarily emphasize lexical or shallow semantic similarity, overlooking the reasoning-intensive demands that are central to clinical decision-m…
cs.IR2025
AutoMIR: Effective Zero-Shot Medical Information Retrieval without Relevance Labels
Lei Li, Xiangxu Zhang, Xiao Zhou +1
Medical information retrieval (MIR) is essential for retrieving relevant medical knowledge from diverse sources, including electronic health records, scientific literature, and med…