# Railway accident causation prediction with improved transformer model based on lexical information and contextual relationships

> Research article (Knowledge-Based Systems, 2024) · cited 11× · AI/ML

**Wikidata**: [openalex:W4396812228](https://www.wikidata.org/wiki/openalex:W4396812228)  
**Source**: https://4ort.xyz/entity/railway-accident-causation-prediction-with-improved-transformer-model-based-on-lexical-information-and-contextual-relati