LLM4Vis: Explainable visualization recommendation using ChatGPT

• Main Authors: WANG, Lei, ZHANG, Songheng, WANG, Yun, LIM, Ee-peng, WANG, Yong
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2023
• Subjects: Dataset visualization; Example selection; Feature description; High quality; Human like; Large corpora; Learning-based approach; Machine-learning; Artificial Intelligence and Robotics; Databases and Information Systems
• Online Access: https://ink.library.smu.edu.sg/sis_research/8330; https://ink.library.smu.edu.sg/context/sis_research/article/9333/viewcontent/2023.emnlp_industry.64.pdf
• Institution: Singapore Management University

Data visualization is a powerful tool for exploring and communicating insights in various domains. To automate visualization choice for datasets, a task known as visualization recommendation has been proposed. Various machine-learning-based approaches have been developed for this purpose, but they o...