Backtranslation and paraphrasing in the LLM era? Comparing data augmentation methods for emotion classification

Łukasz Radliński, Mateusz Guściora, Jan Kocoń

Numerous domain-specific machine learning tasks struggle with data scarcity and class imbalance. This paper systematically explores data augmentation methods for NLP, particularly…