Multimodal Generative Models for Bankruptcy Prediction Using Textual Data

Rogelio A. Mancisidor, Kjersti Aas

Textual data from financial filings, e.g., the Management's Discussion & Analysis (MDA) section in Form 10-K, has been used to improve the prediction accuracy of bankruptcy models.…