SMI: Ontology-Grounded Semantic IDs for Hierarchy-Aware Medical Concept Representation

Ziyang Song, Lia Shen, Yixuan Li +6

Biomedical language models (LMs) provide strong representations for clinical tasks, but they often fail to capture the hierarchical structure among medical concepts. This limitatio…