A theano implementation of biLSTM network.
The structure is illustrated in the following pic. A sequence is processed from two directions, which may capture more
interesting information than an ordinary LSTM. Serveral biLSTMs can be stacked together to form a deep network.
This repository is specifically implemented to do text classification on the movie review dataset.
Accuracy > 0.8 is easily obtained with two layers of biLSTM.
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a theano implementation of biLSTM network
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damientseng/biLSTM-theano
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