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

#Geometric #Filtering #LLM-Generated #Samples #Few-Shot

arXiv:2608.13866v1 Announce Type: new Abstract: 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 of the embedding space while others land in peripheral or cross-class…