Modeling Local Dependence in Natural Language with Multi-channel Recurrent Neural Networks

Chang Xu, Weiran Huang, Hongwei Wang +2

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 unifor…