# LLM-TFP: Integrating large language models with spatio-temporal features for urban traffic flow prediction

> Research article (Applied Soft Computing, 2025) · cited 16× · AI/ML

**Wikidata**: [openalex:W4409986421](https://www.wikidata.org/wiki/openalex:W4409986421)  
**Source**: https://4ort.xyz/entity/llm-tfp-integrating-large-language-models-with-spatio-temporal-features-for-urban-traffic-flow-prediction