CharacterBERT: Reconciling ELMo and BERT for Word-Level Open-Vocabulary Representations From Characters

Benchmark Model Rank Results
clinical-concept-extraction-on-2010-i2b2vaCharacterBERT (base, medical)#1Exact Span F1: 89.24
drug-drug-interaction-extraction-on-ddiCharacterBERT (base, medical)#5Micro F1: 80.38
natural-language-inference-on-mednliCharacterBERT (base, medical)#4Accuracy: 84.95
relation-extraction-on-chemprotCharacterBERT (base, medical)#13Micro F1: 73.44