# To Augment or Not to Augment? A Comparative Study on Text Augmentation Techniques for Low-Resource NLP

> Research article (Computational Linguistics, 2021) · cited 40× · AI/ML

**Wikidata**: [openalex:W3214193653](https://www.wikidata.org/wiki/openalex:W3214193653)  
**Source**: https://4ort.xyz/entity/to-augment-or-not-to-augment-a-comparative-study-on-text-augmentation-techniques-for-low-resource-nlp