Improving Biomedical Pretrained Language Models with Knowledge

Benchmark Model Rank Results
named-entity-recognition-ner-on-jnlpbaKeBioLM#1F1: 82.0
named-entity-recognition-ner-on-ncbi-diseaseKeBioLM#6F1: 89.1
named-entity-recognition-on-bc2gmKeBioLM#9F1: 85.1
named-entity-recognition-on-bc5cdr-chemicalKeBioLM#11F1: 93.3
named-entity-recognition-on-bc5cdr-diseaseKeBioLM#6F1: 86.1
relation-extraction-on-chemprotKeBioLM#5F1: 77.5
relation-extraction-on-ddiKeBioLM#1F1: 81.9
relation-extraction-on-gadKeBioLM#1F1: 84.3