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Keyphrase Extraction

Source codes of our EMNLP2016 paper Keyphrase Extraction Using Deep Recurrent Neural Networks on Twitter

Preparation

You need to prepare the pre-trained word vectors.

Details

Joint RNN model

  • data文件夹存储数据集

  • checkpoints文件夹存储模型训练得到的参数

  • main.py是主程序

  • models/model.py定义了joint-rnn模型

  • models/bi_lstm_model.py 用双向lstm代替rnn

  • load.py用于加载数据集

  • tools.py定义了一些工具函数

Requirement

tensorflow0.11 + tensorlayer

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