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

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