Dependency-Guided LSTM-CRF for Named Entity Recognition

Benchmark Model Rank Results
named-entity-recognition-ner-on-conll-2003DGLSTM-CRF + ELMo (L=2) 3.0pt1-4.51.5#39F1: 92.4
named-entity-recognition-ner-on-ontonotes-v5DGLSTM-CRF + ELMo#15F1: 89.88
named-entity-recognition-ner-on-ontonotes-v5DGLSTM-CRF (L=2)#19F1: 88.52