Label-Dependencies Aware Recurrent Neural Networks.

CICLing, (2017): 44-66

Cited by: 14|Views17
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Abstract:

In the last few years, Recurrent Neural Networks (RNNs) have proved effective on several NLP tasks. Despite such great success, their ability to model sequence labeling is still limited. This lead research toward solutions where RNNs are combined with models which already proved effective in this domain, such as CRFs. In this work we prop...More

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