PanelGPT💡: 💁🏼🎤 (👾💬) (🤖💭) (🤯🗯) 受到“三个臭皮匠,赛过诸葛亮”启发,设计one-shot的例子,让多个LLM同时给出答案,然后再用一个LLM打分,做决定。他们使用的prompt:3 experts are discussing the question with a panel discussion, trying to solve it step by step, and make sure the result is correct and avoid penalty:
,这个prompt的效果要优于Let's think step by step:
。
ToT:Tree of Thoughts,结合PanelGPT,设计了BFS或者DFS的one-shot方法。