Engineering Prompts Quiz

What is the framework proposed by Zhou et al. for automatic generation and selection of instructions?

• Automatic Prompt Engineer (APE)

• Prefix Tuning

• Prompt Tuning

• AutoPrompt

What problem does the Automatic Prompt Engineer (APE) framework address?

• Text classification

• Instruction synthesis

• Data generation

• Language modeling

What is the first step in the APE framework?

• Selecting the most appropriate instruction

• Generating candidate instructions

• Calculating evaluation scores

• Executing instructions

What is the prompt designed by humans for chain-of-thought reasoning?

• Let's see this step by step to make sure we have the correct answer

• Let's think step by step

• Think deeply about this

• Consider this carefully

Which datasets showed improved performance with the chain-of-thought prompt?

• MultiArith and GSM8K

• LLaMA and Mistral 7B

• Flan and ChatGPT

• Generating Code and synthetic_rag

What is the purpose of AutoPrompt?

• Optimizing prompts automatically

• Creating diverse prompts for various tasks

• Learning soft prompts through backpropagation

• Adding trainable continuous prefix

Which technique proposes a lightweight alternative to fine-tuning?

• Automatic Reasoning and Tool-use

• Prefix Tuning

• Active Prompt

• Prompt CoT multimodal

What is the reading level of this quiz?

• Grade 9

• Grade 5

• Grade 12

• Grade 1