# Negative chemical data boosts language models in reaction outcome prediction

> Research article (Science Advances, 2025) · cited 12× · AI/ML

**Wikidata**: [openalex:W4411259040](https://www.wikidata.org/wiki/openalex:W4411259040)  
**Source**: https://4ort.xyz/entity/negative-chemical-data-boosts-language-models-in-reaction-outcome-prediction