Automatically building templates for entity summary construction

Automatically building templates for entity summary construction

In this paper, we propose a novel approach to automatic generation of summary templates from given collections of summary articles. We first develop an entity-aspect LDA model to simultaneously cluster both sentences and words into aspects. We then apply frequent subtree pattern mining on the depend...

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Bibliographic Details
Main Authors: LI, Peng, WANG, Yinglin, JIANG, Jing
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2013
Subjects:
Summary template
LDA
Pattern mining
Databases and Information Systems
Numerical Analysis and Scientific Computing
Online Access:https://ink.library.smu.edu.sg/sis_research/1710
http://dx.doi.org/10.1016/j.ipm.2012.03.006
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Institution: Singapore Management University
Language: English

Internet

https://ink.library.smu.edu.sg/sis_research/1710
http://dx.doi.org/10.1016/j.ipm.2012.03.006

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