# Scallop: From Probabilistic Deductive Databases to Scalable Differentiable Reasoning

> Research article (Neural Information Processing Systems, 2021) · cited 17× · AI/ML

**Wikidata**: [openalex:W3210720616](https://www.wikidata.org/wiki/openalex:W3210720616)  
**Source**: https://4ort.xyz/entity/scallop-from-probabilistic-deductive-databases-to-scalable-differentiable-reasoning
