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Prompt to GPT-3: Step-by-Step Thinking Instructions for Humor Generation

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abstract

Artificial intelligence has made significant progress in natural language processing, with models like GPT-3 demonstrating impressive capabilities. However, these models still have limitations when it comes to complex tasks that require an understanding of the user, such as mastering human comedy writing strategies. This paper explores humor generation using GPT-3 by modeling human comedy writing theory and leveraging step-by-step thinking instructions. In addition, we explore the role of cognitive distance in creating humor.

fields

cs.CL 1

years

2025 1

verdicts

CONDITIONAL 1

representative citing papers

Psychology-Driven Enhancement of Humour Translation

cs.CL · 2025-07-12 · conditional · novelty 5.0

A decomposition-and-recomposition prompt method for humor translation reports large gains on LLM-based metrics, but the evaluation lacks human validation and statistical checks.

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  • Psychology-Driven Enhancement of Humour Translation cs.CL · 2025-07-12 · conditional · none · ref 7 · internal anchor

    A decomposition-and-recomposition prompt method for humor translation reports large gains on LLM-based metrics, but the evaluation lacks human validation and statistical checks.