Improving Recurrent Neural Networks For Sequence Labelling

arXiv: Computation and Language, Volume abs/1606.02555, 2016.

Cited by: 7|Views12
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Abstract:

In this paper we study different types of Recurrent Neural Networks (RNN) for sequence labeling tasks. We propose two new variants of RNNs integrating improvements for sequence labeling, and we compare them to the more traditional Elman and Jordan RNNs. We compare all models, either traditional or new, on four distinct tasks of sequence l...More

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