# Hybrid quantum neural networks show strongly reduced need for free parameters in entity matching

> Research article (Scientific Reports, 2025) · cited 10× · AI/ML

**Wikidata**: [openalex:W4407182887](https://www.wikidata.org/wiki/openalex:W4407182887)  
**Source**: https://4ort.xyz/entity/hybrid-quantum-neural-networks-show-strongly-reduced-need-for-free-parameters-in-entity-matching