# What Can Knowledge Bring to Machine Learning?—A Survey of Low-shot Learning for Structured Data

> Research article (ACM Transactions on Intelligent Systems and Technology, 2022) · cited 21× · AI/ML

**Wikidata**: [openalex:W4214876417](https://www.wikidata.org/wiki/openalex:W4214876417)  
**Source**: https://4ort.xyz/entity/what-can-knowledge-bring-to-machine-learning-a-survey-of-low-shot-learning-for-structured-data