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synthetic data augmentation

market1 mentionslast seen Oct 22, 2026

The application domain of using synthetic data to augment datasets in data-scarce scenarios.

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synthetic tabular data generationapplies tosynthetic data augmentation88% confidence1 source

synthetic data augmentation

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synthetic tabular data generationapplies tosynthetic data augmentation

88% confidence1 supporting mentions

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preprintarXivOct 21, 2026In-Context Bias Propagation in LLM-Based Tabular Data Generation
LLMs are increasingly used for synthetic tabular data generation through in-context learning (ICL), offering a practical solution for data augmentation in data scarce scenarios