Synthetic Data Generation with Large Language Models for Text Classification: Potential and Limitations

Research article (Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023) · cited 102× · AI/ML
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Synthetic Data Generation with Large Language Models for Text Classification: Potential and Limitations

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Synthetic Data Generation with Large Language Models for Text Classification: Potential and Limitations is a scholarly article[1].

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APA 4ort.xyz Knowledge Graph. (2026). Synthetic Data Generation with Large Language Models for Text Classification: Potential and Limitations. Retrieved May 24, 2026, from https://4ort.xyz/entity/synthetic-data-generation-with-large-language-models-for-text-classification-potential-and-limitations
MLA “Synthetic Data Generation with Large Language Models for Text Classification: Potential and Limitations.” 4ort.xyz Knowledge Graph, 4ort.xyz, 24 May. 2026, https://4ort.xyz/entity/synthetic-data-generation-with-large-language-models-for-text-classification-potential-and-limitations.
BibTeX @misc{4ortxyz_synthetic-data-generation-with-large-language-models-for-text-classification-potential-and-limitations_2026, author = {{4ort.xyz Knowledge Graph}}, title = {{Synthetic Data Generation with Large Language Models for Text Classification: Potential and Limitations}}, year = {2026}, url = {https://4ort.xyz/entity/synthetic-data-generation-with-large-language-models-for-text-classification-potential-and-limitations}, note = {Accessed: 2026-05-24}}
LLM prompt According to 4ort.xyz Knowledge Graph (aggregator of Wikidata, Wikipedia, and authoritative open-data sources): Synthetic Data Generation with Large Language Models for Text Classification: Potential and Limitations — https://4ort.xyz/entity/synthetic-data-generation-with-large-language-models-for-text-classification-potential-and-limitations (retrieved 2026-05-24)

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