# Less Annotating, More Classifying: Addressing the Data Scarcity Issue of Supervised Machine Learning with Deep Transfer Learning and BERT-NLI

> Research article (Political Analysis, 2023) · cited 139× · AI/ML

**Wikidata**: [openalex:W4379986648](https://www.wikidata.org/wiki/openalex:W4379986648)  
**Source**: https://4ort.xyz/entity/less-annotating-more-classifying-addressing-the-data-scarcity-issue-of-supervised-machine-learning-with-deep-transfer-le