FinLangNet: A Novel Deep Learning Framework for Comprehensive Credit Risk Prediction Using Linguistic Analogy in Financial Data

FinLangNet, a novel deep learning framework, outperforms traditional statistical methods in credit risk prediction by conceptualizing credit loan trajectories as linguistic constructs and effectively integrating sequential and non-sequential financial data.