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

Zhuoyan Li, Hangxiao Zhu, Zhuoran Lu, Ming Yin 0001. Synthetic Data Generation with Large Language Models for Text Classification: Potential and Limitations. In Houda Bouamor, Juan Pino 0001, Kalika Bali, editors, Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, EMNLP 2023, Singapore, December 6-10, 2023. pages 10443-10461, Association for Computational Linguistics, 2023. [doi]

Authors

Zhuoyan Li

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Hangxiao Zhu

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Zhuoran Lu

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Ming Yin 0001

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