End-to-end Sequence Labeling via Bi-directional LSTM-CNNs-CRF

Benchmark Model Rank Results
part-of-speech-tagging-on-penn-treebankBLSTM-CNN-CRF#8Accuracy: 97.55
named-entity-recognition-on-conll-plus-plusBiLSTM-CNN-CRF#10F1: 91.87
named-entity-recognition-ner-on-conll-2003-englishBLSTM-CNN-CRF#62F1: 91.21