Low-Resource Cross-Domain Product Review Sentiment Classification Based on a CNN with an Auxiliary Large-Scale Corpus

The literature [-5]contains several reports evaluating the abilities of deep neural networks in text transfer learning. To our knowledge, however, there have been few efforts to fully realize the potential of deep neural networks in cross-domain product review sentiment classification. In this paper...

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Bibliographic Details
Main Authors: Xiaocong Wei, Hongfei Lin, Yuhai Yu, Liang Yang
Format: Article
Language:English
Published: MDPI AG 2017-07-01
Series:Algorithms
Subjects:
CNN
Online Access:https://www.mdpi.com/1999-4893/10/3/81