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Visualization in the Era of Artificial Intelligence: Experiments for Creating Structural Visualizations by Prompting Large Language Models

Software Engineering 2023-05-12 v2 Graphics

Abstract

Large Language Models (LLMs) have revolutionized natural language processing by generating human-like text and images from textual input. However, their potential to generate complex 2D/3D visualizations has been largely unexplored. We report initial experiments showing that LLMs can generate 2D/3D visualizations that may be used for legal visualization. Further research is needed for complex 2D visualizations and 3D scenes. LLMs can become a powerful tool for many industries and applications, generating complex visualizations with minimal training.

Keywords

Cite

@article{arxiv.2305.03380,
  title  = {Visualization in the Era of Artificial Intelligence: Experiments for Creating Structural Visualizations by Prompting Large Language Models},
  author = {Hans-Georg Fill and Fabian Muff},
  journal= {arXiv preprint arXiv:2305.03380},
  year   = {2023}
}

Comments

9 Pages, 4 Figures

R2 v1 2026-06-28T10:26:38.087Z