Multimodal Insights into Credit Risk Modelling: Integrating Climate and Text Data for Default Prediction
Credit risk assessment increasingly relies on diverse sources of information beyond traditional structured financial data, particularly for micro and small enterprises (mSEs) with limited financial histories. This study proposes a multimodal framework that integrates structured credit variables, climate panel data, and unstructured...