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Text Classification based on Multi-granularity Attention Hybrid Neural Network
Conventionally, there are two mainstream neural architectures for NLP tasks: the recurrent neural network (RNN) and the convolution neural network (ConvNet).
Multichannel CNN with Attention for Text Classification
Alternatively, CNN is able to capture n-gram features of texts by utilizing convolutional filters.
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