# On the Impact of Data Augmentation on Downstream Performance in Natural Language Processing

> Research article (Proceedings of the Third Workshop on Insights from Negative Results in NLP, 2022) · cited 14× · AI/ML

**Wikidata**: [openalex:W4285285618](https://www.wikidata.org/wiki/openalex:W4285285618)  
**Source**: https://4ort.xyz/entity/on-the-impact-of-data-augmentation-on-downstream-performance-in-natural-language-processing