New Recurrent Neural Network Variants for Sequence Labeling

Lecture Notes in Computer Science, 2016.

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Abstract:

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\u0027s and Jordan\u002...More

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