BriefGPT.xyz
Feb, 2023
大型语言模型的思路链主动提示
Active Prompting with Chain-of-Thought for Large Language Models
HTML
PDF
Shizhe Diao, Pengcheng Wang, Yong Lin, Tong Zhang
TL;DR
本文提出了一种新的方法Active-Prompt,通过任务特定的示例提示来适应LLMs的不同任务,通过从特定的查询池中选择最不确定的问题进行注释来确定哪些问题是最重要和有帮助的。经验结果表明了我们提出的方法的优越性,取得了八项复杂推理任务的最新成果。
Abstract
The increasing scale of
large language models
(LLMs) brings emergent abilities to various complex tasks requiring reasoning, such as arithmetic and commonsense reasoning. It is known that the effective design of
task-sp
→