Systems that support users in the automatic creation of visualizations must address several
subtasks-understand the semantics of data, enumerate relevant visualization goals and …

Text-video retrieval (TVR) identifies relevant videos based on textual queries. Existing
methods are limited by their ability to understand and connect different modalities, resulting …

NL2VIS (natural language to visualization) is a promising and recent research area that
involves interpreting natural language queries and translating them into visualizations that …

Data visualization recommendation aims to assist the user in creating visualizations from a
given dataset. The process of creating appropriate visualizations requires expert knowledge …

The automatic generation of visualizations is an old task that, through the years, has shown
more and more interest from the research and practitioner communities. Recently, large …

Automated visualization generation tools make visualization authoring more accessible to
non-programmers and accelerate expert visualization designers in their work. Yet …

Knowledge graphs, which represent complex data through nodes and edges, offer immense
potential for analysis but pose challenges in understanding desired outcomes …