# Detecting requirements defects with NLP patterns: an industrial experience in the railway domain

> Research article (Empirical Software Engineering, 2018) · cited 90× · AI/ML

**Wikidata**: [openalex:W2788267443](https://www.wikidata.org/wiki/openalex:W2788267443)  
**Source**: https://4ort.xyz/entity/detecting-requirements-defects-with-nlp-patterns-an-industrial-experience-in-the-railway-domain