Jointly Modeling Aspects and Opinions with a MaxEnt-LDA Hybrid

Jointly Modeling Aspects and Opinions with a MaxEnt-LDA Hybrid

Discovering and summarizing opinions from online reviews is an important and challenging task. A commonly-adopted framework generates structured review summaries with aspects and opinions. Recently topic models have been used to identify meaningful review aspects, but existing topic models do not id...

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Bibliographic Details
Main Authors: ZHAO, Xin, JIANG, Jing, YAN, Hongfei, LI, Xiaoming
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2010
Subjects:
Databases and Information Systems
Online Access:https://ink.library.smu.edu.sg/sis_research/645
https://ink.library.smu.edu.sg/context/sis_research/article/1644/viewcontent/Jointly_Modeling_Aspects_and_Opinions_Jing_2010.pdf
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Institution: Singapore Management University
Language: English

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https://ink.library.smu.edu.sg/sis_research/645
https://ink.library.smu.edu.sg/context/sis_research/article/1644/viewcontent/Jointly_Modeling_Aspects_and_Opinions_Jing_2010.pdf

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