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ResearchFormerly WizWand

Disorder Named Entity Recognition on ShARe CLEFE

80.1F1 ScoreSOTA
67.30870.62973.9577.271Aug 5, 2020
Updated 8mo ago

Evaluation results

MethodLinks
SOTASupervision Source=Hand-labeled2020.0880.1
Fully supervised BioBERT (FS)Supervision Source=Hand-labeled2020.0879.6
Weakly supervised BioBERT (WS)Supervision Source=Ontologies + Task-specific Rules, LFs=362020.0876.3
Label Model (LM)Supervision Source=Ontologies + Task-specific Rules, LFs=362020.0875
Majority Vote (MV)Supervision Source=Ontologies + Task-specific Rules, LFs=362020.0871.2
Weakly supervised BioBERT (WS)Supervision Source=Ontologies, LFs=252020.0869.1
Label Model (LM)Supervision Source=Ontologies, LFs=252020.0868.3
Majority Vote (MV)Supervision Source=Ontologies, LFs=252020.0867.8