EmbSMOTE

LLM text augmentation falls short of classical methods in imbalanced classification benchmarks

A new benchmark study has compared various text augmentation methods for imbalanced text classification, evaluating both classical techniques like EmbSMOTE and newer LLM-based approaches. The research found that LLM-gen…