# Integrating deep learning and multi-attention for joint extraction of entities and relationships in engineering consulting texts

> Research article (Automation in Construction, 2024) · cited 12× · AI/ML

**Wikidata**: [openalex:W4402496184](https://www.wikidata.org/wiki/openalex:W4402496184)  
**Source**: https://4ort.xyz/entity/integrating-deep-learning-and-multi-attention-for-joint-extraction-of-entities-and-relationships-in-engineering-consulti