Automatic Aggregation by Joint Modeling of Aspects and Values

We present a model for aggregation of product review snippets by joint aspect identification and sentiment analysis. Our model simultaneously identifies an underlying set of ratable aspects presented in the reviews of a product (e.g., sushi and miso for a Japanese restaurant) and determines the corr...

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Bibliographic Details
Main Authors: Sauper, Christina, Barzilay, Regina
Other Authors: Massachusetts Institute of Technology. Computer Science and Artificial Intelligence Laboratory
Format: Article
Language:en_US
Published: Association for the Advancement of Artificial Intelligence 2013
Online Access:http://hdl.handle.net/1721.1/78670
https://orcid.org/0000-0002-2921-8201