Open access
Sep 2026
A Comparative Benchmark of Biomedical Language Models for Concept Normalization from Real-World Text
A benchmark-guided, scalable framework for automated medical terminology standardization that accepts heterogeneous short medical expressions without manual input pre-processing and automatically performs text refinement, semantic retrieval and terminology mapping to standardized concepts and vocabulary codes is establ...
Anshul Verma, Abhijay, Manan Vangani et al.
· bioRxiv · 0 citations