Robust Lexical Features for Improved Neural Network Named-Entity Recognition

Benchmark Model Rank Results
named-entity-recognition-ner-on-conll-2003Bi-LSTM-CRF + Lexical Features#50F1: 91.73
named-entity-recognition-ner-on-ontonotes-v5Bi-LSTM-CRF + Lexical Features#23F1: 87.95