Generating Templates of Entity Summaries with an Entity-Aspect Model and Pattern Mining

• Main Authors: LI, Peng, JIANG, Jing, WANG, Yinglin
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2010
• Subjects: Databases and Information Systems; Numerical Analysis and Scientific Computing
• Online Access: https://ink.library.smu.edu.sg/sis_research/641; https://ink.library.smu.edu.sg/context/sis_research/article/1640/viewcontent/P10_1066.pdf
• Institution: Singapore Management University

In this paper, we propose a novel approach to automatic generation of summary templates from given collections of summary articles. This kind of summary templates can be useful in various applications. We first develop an entity-aspect LDA model to simultaneously cluster both sentences and words int...