# Attention-based transformer models for image captioning across languages: An in-depth survey and evaluation

> Research article (Computer Science Review, 2025) · cited 10× · AI/ML

**Wikidata**: [openalex:W4410958471](https://www.wikidata.org/wiki/openalex:W4410958471)  
**Source**: https://4ort.xyz/entity/attention-based-transformer-models-for-image-captioning-across-languages-an-in-depth-survey-and-evaluation