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10/13/2016
Compressing Neural Language Models by Sparse Word Representations
Neural networks are among the state-of-the-art techniques for language m...
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01/14/2016
Improved Relation Classification by Deep Recurrent Neural Networks with Data Augmentation
Nowadays, neural networks play an important role in the task of relation...
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08/15/2015
A Comparative Study on Regularization Strategies for Embedding-based Neural Networks
This paper aims to compare different regularization strategies to addres...
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08/15/2015