Alex Xie

Identifying & Interactively Refining Ambiguous User Goals for Data Visualization Code Generation

Establishing shared goals is a fundamental step in human-AI communication. However, ambiguities can lead to outputs that seem correct but fail to reflect the speaker’s intent. In this paper, we explore this issue with a focus on the data visualization domain, where ambiguities in natural language im