Extracting attributes of named entity from unstructured text with deep belief network
B Zhong, J Liu, Y Du, Y Liaozheng, J Pu - International Journal of …, 2016 - earticle.net
Entity attribute extraction is a challenging research topic with broad application prospects.
Many researchers had proposed rule based or statistic based approaches to deal with the
extraction task in a variety of application areas. Recently, deep learning had shown its
capacity to model high-level abstractions in data by using multiple processing layers
network with complex structures. However there has no research reported to conduct entity
attribute extraction with deep learning method. In this paper, we propose a new approach to …
Many researchers had proposed rule based or statistic based approaches to deal with the
extraction task in a variety of application areas. Recently, deep learning had shown its
capacity to model high-level abstractions in data by using multiple processing layers
network with complex structures. However there has no research reported to conduct entity
attribute extraction with deep learning method. In this paper, we propose a new approach to …
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