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text-to-visualization

topic1 events
papersTODAY 04:00 UTC

VisInteract benchmark targets interactive text-to-visualization under flawed queries

A new arXiv preprint introduces VisInteract, an approach and benchmark aimed at text-to-visualization systems that must cope with ambiguous, incomplete, or factually wrong user requests. The authors note that current systems typically assume well-specified inputs and generate a chart in a single pass. Their work instead frames chart creation as a dynamic, interactive process that can correct and refine imperfect queries.

benchmark/visualization/text-to-vis/research