Chart-Supported or Model-Supplied? Examining MLLM-Generated Claims for Accessible Visualization
Multimodal large language models (MLLMs) can connect visualization patterns to external causes, consequences, and domain knowledge, but the evidential basis of these interpretations is often unclear. We present an exploratory study of 102 visualizations from four sources, three MLLMs, and four input conditions that var...