Tuning Language Models as Training Data Generators for Augmentation-Enhanced Few-Shot Learning

Yu Meng 0001, Martin Michalski, Jiaxin Huang, Yu Zhang, Tarek F. Abdelzaher, Jiawei Han 0001. Tuning Language Models as Training Data Generators for Augmentation-Enhanced Few-Shot Learning. In Andreas Krause 0001, Emma Brunskill, KyungHyun Cho, Barbara Engelhardt, Sivan Sabato, Jonathan Scarlett, editors, International Conference on Machine Learning, ICML 2023, 23-29 July 2023, Honolulu, Hawaii, USA. Volume 202 of Proceedings of Machine Learning Research, pages 24457-24477, PMLR, 2023. [doi]

Abstract

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