LSTM入门

  1. 看 understanding LSTM: http://colah.github.io/posts/2015-08-Understanding-LSTMs/

    • LSTM通过gate控制信息的舍弃和更新
  2. 看论文《Effective LSTMs for Target-Dependent Sentiment Classification》

    • TD-LSTM 用关键词前和关键词后的语句,分布作为left_LSTMright_LSTM的输入,最后用softmax分类, left=left+target, right=right+target

    • TC-LSTM: 和TD-LSTM类似,不同之处在 left=left+targe_average_vector, right=right+targe_average_vector

你可能感兴趣的:(深度学习)