# Multi-modal deep learning for credit rating prediction using text and numerical data streams

> Research article (Applied Soft Computing, 2025) · cited 20× · AI/ML

**Wikidata**: [openalex:W4406602228](https://www.wikidata.org/wiki/openalex:W4406602228)  
**Source**: https://4ort.xyz/entity/multi-modal-deep-learning-for-credit-rating-prediction-using-text-and-numerical-data-streams