2 papers
cs.AI2026
VisInteract: Towards Dynamic Interactive Text-to-Visualization under Imperfect Queries
Wenxin Xu, Jinwei Lu, Hwanhee Kim +4
Real-world visualization requests are routinely ambiguous, incomplete, or factually incorrect, yet existing Text-to-Visualization (Text-to-Vis) systems assume well-specified inputs…
cs.DB2026
Towards Reliable Agentic Progressive Text-to-Visualization with Verification Rules
Wenxin Xu, Chen Jason Zhang, Xiaoyong Wei +4
Text-to-Visualization (Text-to-Vis) translates natural language queries into visualization query languages, enabling non-expert users to perform data analysis. However, most existi…