reference
Parameter-efficient fine-tuning methods for large-scale pre-trained language models were reviewed by Ning Ding, Yujia Qin, Guang Yang, Fuchao Wei, Zonghan Yang, Yusheng Su, Shengding Hu, Yulin Chen, Chi-Min Chan, Weize Chen, et al. in the 2023 Nature Machine Intelligence article 'Parameter-efficient fine-tuning of large-scale pre-trained language models'.

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