Modeling Local Dependence in Natural Language with Multi-channel Recurrent Neural Networks
national conference on artificial intelligence, 2019.
Recurrent Neural Networks (RNNs) have been widely used in processing natural language tasks and achieve huge success. Traditional RNNs usually treat each token in a sentence uniformly and equally. However, this may miss the rich semantic structure information of a sentence, which is useful for understanding natural languages. Since semant...More
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