# Causal Intervention Is What Large Language Models Need for Spatio-Temporal Forecasting

> Research article (IEEE Transactions on Cybernetics, 2025) · cited 17× · AI/ML

**Wikidata**: [openalex:W4410852558](https://www.wikidata.org/wiki/openalex:W4410852558)  
**Source**: https://4ort.xyz/entity/causal-intervention-is-what-large-language-models-need-for-spatio-temporal-forecasting