Geometric Filtering of LLM-Generated Samples for Few-Shot Text Classification

Benjamín Schindler, Gonzalo A. Ruz

Large language models (LLMs) can generate synthetic training data for text classification, but the quality of generated samples is heterogeneous: some fall in correct class regions…