Self-Evolution Learning for Mixup: Enhance Data Augmentation on Few-Shot Text Classification Tasks

Haoqi Zheng, Qihuang Zhong, Liang Ding 0006, Zhiliang Tian, Xin Niu, Changjian Wang, Dongsheng Li 0001, Dacheng Tao. Self-Evolution Learning for Mixup: Enhance Data Augmentation on Few-Shot Text Classification Tasks. 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 8964-8974, Association for Computational Linguistics, 2023. [doi]

Authors

Haoqi Zheng

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Qihuang Zhong

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Liang Ding 0006

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Zhiliang Tian

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Xin Niu

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Changjian Wang

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Dongsheng Li 0001

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Dacheng Tao

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