# Improving visual question answering for bridge inspection by pre‐training with external data of image–text pairs

> Research article (Computer-Aided Civil and Infrastructure Engineering, 2023) · cited 47× · AI/ML

**Wikidata**: [openalex:W4386051124](https://www.wikidata.org/wiki/openalex:W4386051124)  
**Source**: https://4ort.xyz/entity/improving-visual-question-answering-for-bridge-inspection-by-pretraining-with-external-data-of-imagetext-pairs