Financial text analysis and credit risk assessment using a GPT-4 and improved BERT fusion model

Open Access

Peer-reviewed

Research Article

About the Authors

Huirong Tan

Roles Data curation, Formal analysis, Resources, Software, Writing – original draft, Writing – review & editing

Affiliation School of Economics and Management, Shanghai Zhongqiao Vocational and Technical University, Shanghai City, China

Yanruixue Xie

Roles Conceptualization, Funding acquisition, Investigation, Validation, Visualization

Affiliation School of Business Administration, Southwestern University of Finance and Economics, Chengdu City, Sichuan, China

The authors have declared that no competing interests exist.

Finance
Is the Subject Area "Finance" applicable to this article?

Thanks for your feedback.
Language
Is the Subject Area "Language" applicable to this article?

Thanks for your feedback.
Syntax
Is the Subject Area "Syntax" applicable to this article?

Thanks for your feedback.
Money supply and banking
Is the Subject Area "Money supply and banking" applicable to this article?

Thanks for your feedback.
Natural language processing
Is the Subject Area "Natural language processing" applicable to this article?

Thanks for your feedback.
Risk management
Is the Subject Area "Risk management" applicable to this article?

Thanks for your feedback.
Financial management
Is the Subject Area "Financial management" applicable to this article?

Thanks for your feedback.
Intelligence
Is the Subject Area "Intelligence" applicable to this article?

Thanks for your feedback.