Analysts frequently need to create visualizations in the data analysis process to obtain and
communicate insights. To reduce the burden of creating visualizations, previous research
has developed various approaches for analysts to create visualizations from natural
language queries. Recent studies have demonstrated the capabilities of large language
models in natural language understanding and code generation tasks. The capabilities
imply the potential of using large language models to generate visualization specifications …