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Neural Architechures for Chinese Named Entity Recognition

  • Architechures

  • word embedding

    glove

  • Bi-LSTM Layers

  • CRF Tagging Models

  • Hper-parameters Settings

    embedding size : 300

    hidden size : 200

    dropout : 0.5

  • Result

    Model Variant F1
    BiLSTM+CRF pretrain+dropout 87.3