Toward Mention Detection Robustness with Recurrent Neural Networks

Thien Huu Nguyen
Thien Huu Nguyen

arXiv: Computation and Language, Volume abs/1602.07749, 2016.

Cited by: 22|Views50
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Abstract:

One of the key challenges in natural language processing (NLP) is to yield good performance across application domains and languages. In this work, we investigate the robustness of the mention detection systems, one of the fundamental tasks in information extraction, via recurrent neural networks (RNNs). The advantage of RNNs over the tra...More

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