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This is a implementation of "面向属性抽取的门控动态注意力机制"

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DCdream/DA-CRF

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DA-CRF

  • Framework: Bi-lstm-Attention-CRF
    Gated dynamic Attention

installation

  • python >= 3.5.2
    tensorflow >= 1.2.0
    numpy >=1.11.1

Training, developmenting and testing simultaneously

  • python main.py

Other

  • If you want some other parameter settings, you can change them on main.py
    This project also implements a static attention, see model.py, if you wanna use it, please manually modify on model.py
    You can change the implemented CoupledInputForgetGateLSTMCell to tensorflow's LSTM_Cell manually in model.py
    This implementation also suports Chinese, you just feed data like the data on directery "data1"

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This is a implementation of "面向属性抽取的门控动态注意力机制"

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