Aligning language model entity embeddings with UMLS knowledge graph subgraph embeddings during pre-training improves biomedical QA and entity linking across PubMedBERT and BioLinkBERT.
Phan, Aixin Sun, and Yi Tay
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BALI: Enhancing Biomedical Language Representations through Knowledge Graph and Language Model Alignment
Aligning language model entity embeddings with UMLS knowledge graph subgraph embeddings during pre-training improves biomedical QA and entity linking across PubMedBERT and BioLinkBERT.