New Recurrent Neural Network Variants for Sequence Labeling
CICLing, pp. 155-173, 2016.
In this paper we study different architectures of Recurrent Neural Networks (RNN) for sequence labeling tasks. We propose two new variants of RNN and we compare them to the more traditional RNN architectures of Elman and Jordan. We explain in details the advantages of these new variants of RNNs with respect to Elman’s and Jordan’s RNN. We...More
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