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What is DP2O: Efficient Prompt Optimization about?
The paper presents a novel method called Dialogue-comprised Policy-gradient-based Discrete Prompt Optimization (DP2O) for few-shot learning in natural language processing. DP2O utilizes a multi-round dialogue alignment strategy with GPT-4 to generate high-quality prompts and employs a reinforcement learning framework for optimal prompt-input matching. Experimental results demonstrate that DP2O outperforms state-of-the-art methods by an average accuracy improvement of 1.52% across four datasets while maintai
- Author
- lczxlczxlczx
- Language
- EN