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What is Active-Prompt Prompting?

Active-Prompt Prompting is one of the well-known prompting techniques used to interact with artificial intelligence models.

  • Prompt Type: Advanced Structuring
  • Definition: The AI flags unclear cases and asks a human for clarification to improve its response.
  • Typical Use Case: Handling ambiguous inputs, like sentiment analysis with slang or context-dependent phrases.
  • Advantages: Improves accuracy in ambiguous cases; leverages human expertise.
  • Disadvantages: Requires human intervention; slows down the process.
  • Implementation Tips: Encourage the AI to ask specific questions when it’s unsure, like “Is this phrase positive or negative?”
  • Skill Level Required: Intermediate – Needs ability to interpret AI questions and provide clear clarifications.

Examples:

  1. “For the review ‘This phone is fire!’, ask a human if it’s positive or negative.”
  2. “For the comment ‘That’s dope!’, clarify with a human whether it’s positive or negative.”
  3. “For the phrase ‘This is unreal!’, ask a human to confirm its sentiment.”