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...
Main Authors: | Sauper, Christina, Barzilay, Regina |
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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
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Online Access: | http://hdl.handle.net/1721.1/78670 https://orcid.org/0000-0002-2921-8201 |
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