A Research on The Method of Chinese Sentiment Analysis Based on Transfer Learning
- Resource Type
- Conference
- Authors
- LI, NA; TIAN, WEN-HONG; FU, RONG; ZHENG, TING-YING; ZHANG, TING; GU, XIAO- FENG
- Source
- 2019 16th International Computer Conference on Wavelet Active Media Technology and Information Processing Wavelet Active Media Technology and Information Processing (ICCWAMTIP), 019 16th International Computer Conference on. :153-156 Dec, 2019
- Subject
- Computing and Processing
Robotics and Control Systems
Signal Processing and Analysis
Training
Logic gates
Sentiment analysis
Automobiles
Data models
Task analysis
Internet
Transfer learning
Discriminative fine-tuning
Gradual unfreezing
- Language
- ISSN
- 2576-8964
Sentiment analysis has great commercial value, which is widely used in product analysis and product recommendation in the industry. This paper presents the potential application of transfer learning in Chinese text categorization and have a binary classification of the automobile comment dataset, demonstrating that the model presented in this paper is effective and the classification accuracy is improved to 96.35%.