清晰性:将示例用<example>标签(或<examples>标签嵌套)包裹,提供明确的结构化提示。 五、总结与展望 通过本文的分析,我们了解了 Zero-shot、One-shot 和 Multi-shot 提示的概念及其适用场景,重点通过案例展示了 Multi-shot 提示的优势。 未来方向: 提示工程还有许多技巧可以帮助提高任务性能,比如: 链式提示(Chain of...
2. Zero-shot-CoT 零样本思维链(Zero Shot Chain of Thought,Zero-shot-CoT)提示过程是对CoT prompting的后续研究,引入了一种非常简单的零样本提示。他们发现,通过在问题的结尾附加“Let's think step by step”这几个词,大语言模型能够生成一个回答问题的思维链。从这个思维链中,他们能够提取更准确的答案。 ...
One-Shot Prompting One-shot prompting entails providing an example in the user prompt to guide the LLM towards to desired generated response. In the previous example, ChatGPT deemed that the sentence, “This basketball has a lot of weight” is neutral. However, certain users (e.g., retailers...
Understanding and simplifying one-shot architecture search 文中举了个例子来说明one-shot model:“a single model containing all three operations”。这里对one-shot model的理解其实就是weight sharing model,事实上文章的摘要就声明了文章是在搞weight sharing——"We aim to understand weight sharing for one-sh...
Few-Shot Prompt:Similar to One-Shot Prompting, but we give the AI a couple more examples: "The report below describes a security vulnerability found by a hacker. Extract the following details from the report: CWE id of the security vulnerability (example: CWE-79) ...
Experimental results on our collected 2538 TEM images confirm that GBMSeg achieves superior segmentation performance with a Dice similarity coefficient (DSC) of 87.27% using only one labeled reference image in a training-free manner, outperforming recently proposed one-shot or few-shot methods. In ...
Operazione paura: Regia di Mario Bava. Con Giacomo Rossi Stuart, Erika Blanc, Fabienne Dali, Piero Lulli. A Carpathian village is haunted by the ghost of a murderous little girl, prompting a coroner and a medical student to uncover her secrets while a wi
He also used a simple handgun which shot Seastone bullets.[5] History Past Childhood Z as a child playing the role of "Hero of Justice Z". Sixty-six years ago, an 8-year-old[2]Zephyr played the role of a hero of his own creation named "Z", as he defeated bullies while protecting...
The official implementation of the paper 'Feature-prompting GBMSeg: One Shot Reference Guided Training-Free Feature Matching for Glomerular Basement Membrane Segmentation and Quantification.' - XueyuLiu/GBMSeg
🚀 v2.0 is released, now you can create prompt templates, turn your ideas into reality! Read this:ChatGPT Prompt Engineering Tips: Zero, One and Few Shot Prompting. 主要功能 在1 分钟内使用 Vercel免费一键部署 提供体积极小(~5MB)的跨平台客户端(Linux/Windows/MacOS),下载地址 ...