AI humor generation can be improved by a technique using 'chains to separate stages of the humor generation process'[1]. An observation stage makes implicit information in images explicit[1]. Chains can allow the model to focus on solving one problem at a time[1].
The system generates humorous captions in a generation stage using a fine-tuned version of GPT-3.5 trained on humorous Instagram comments[1]. Variety is important to humor and chains are used to generate captions through two distinct strategies: one focused on the visual humor of the image, and the other by bringing in previously generated external narratives[1].
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