Cross-Domain Text Sentiment Analysis Based on CNN_FT Method

Cross-Domain Text Sentiment Analysis Based on CNN_FT Method

Transfer learning is one of the popular methods for solving the problem that the models built on the source domain cannot be directly applied to the target domain in the cross-domain sentiment classification. This paper proposes a transfer learning method based on the multi-layer convolutional neura...

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Bibliographic Details
Main Authors: Jiana Meng, Yingchun Long, Yuhai Yu, Dandan Zhao, Shuang Liu
Format: Article
Language:English
Published: MDPI AG 2019-05-01
Series:Information
Subjects:
cross-domain
sentiment classification
transfer learning
convolutional neural network
word2vec
Online Access:https://www.mdpi.com/2078-2489/10/5/162

Internet

https://www.mdpi.com/2078-2489/10/5/162

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