Dr.ICL: Demonstration-Retrieved In-context Learning

Author:

Luo Man,Xu Xin,Dai Zhuyun,Pasupat Panupong,Kazemi Mehran,Baral Chitta,Imbrasaite Vaiva,Zhao Vincent Y

Publisher

China Science Publishing & Media Ltd.

Reference35 articles.

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4. T. Brown, B. Mann, N. Ryder, M. Subbiah, J. D. Kaplan, P. Dhariwal, A. Neelakantan, P. Shyam, G. Sastry, A. Askell, et al. Language models are few-shot learners. Advances in neural information processing systems, 33:1877–1901, 2020..

5. X. Chen, L. Li, N. Zhang, X. Liang, S. Deng, C. Tan, F. Huang, L. Si, and H. Chen. Decoupling knowledge from memorization: Retrieval-augmented prompt learning. In A. H. Oh, A. Agarwal, D. Belgrave, and K. Cho, editors, Advances in Neural Information Processing Systems, 2022..

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