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I read prompt tuning and prefix tuning are two effective mechanisms to leverage frozen language models to perform downstream tasks. What is the difference between the two and how they work really?

Prompt Tuning: https://aclanthology.org/2021.emnlp-main.243/

Prefix-Tuning: https://arxiv.org/abs/2101.00190

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