Sentiment analysis of Chinese stock reviews based on BERT model

Author:

Li MingzhengORCID,Chen Lei,Zhao Jing,Li Qiang

Funder

Industry-University Cooperation Cooperative Education Program of the Department of Higher Education, Ministry of Education of China

Publisher

Springer Science and Business Media LLC

Subject

Artificial Intelligence

Reference35 articles.

1. Sheu H-J, Lu Y-C, Wei Y-C (2010) Causalities between sentiment indicators and stock market returns under different market scenarios. Int. J Bus Fin Res 4(1):159–171

2. Wawre SV, Deshmukh SN (2016) Sentiment classification using machine learning techniques. Int J Sci Res (IJSR) 5(4):819–821

3. Feng S, Fu Y, Yang F, Wang D, Zhang D (2012) Blog sentiment orientation analysis based on dependency parsing. J Comput Res Dev 49(11):2395–2406

4. Pang B, Lee L, Vaithyanathan S (2002) Thumbs up sentiment classification using machine learning techniques. Empir Methods Nat Lang Process:79–86

5. J Devlin, M-W Chang, K Lee ,K Toutanova(2019) BERT: Pre-training of deep bidirectional transformers for language Understanding, Proc. NAACL-HLT, pp.4171–4186 2019.

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