2 papers
cs.MA2025
CreditXAI: A Multi-Agent System for Explainable Corporate Credit Rating
Yumeng Shi, Zhongliang Yang, Yisi Wang +1
In the domain of corporate credit rating, traditional deep learning methods have improved predictive accuracy but still suffer from the inherent 'black-box' problem and limited int…
q-fin.ST2025
CreditARF: A Framework for Corporate Credit Rating with Annual Report and Financial Feature Integration
Yumeng Shi, Zhongliang Yang, DiYang Lu +3
Corporate credit rating serves as a crucial intermediary service in the market economy, playing a key role in maintaining economic order. Existing credit rating models rely on fina…