Download or read book "Seeing Red" Or "Tickled Pink"? Investigating the Power of Language and Vision Models Through Color, Emotion, and Metaphor written by Olivia Winn and published by . This book was released on 2023 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: We use this model to examine the relationship between color and emotion devoid of confounding factors. Finally, we turn to figurative language as a resource, examining the pragmatics of visualizing metaphoric phrases. We demonstrate a novel approach to generating visual metaphor through the collaboration of large language models and diffusion-based text-to-image models, and in doing so create a novel dataset of visual metaphor with both literal and figurative captions. We then develop an evaluation framework using human-AI collaboration to examine the efficacy of the model collaboration, and choose a downstream task of visual entailment to evaluate the human-AI collaboration.