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Aaryaman Kartha

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#natural language process... Preprint Aug 2026

Beyond Static Charts: Can Language and Vision Language Models Generate Interactive Data Visualization Interfaces?

A structured multi stage interface generation framework that decomposes the task into visualization design representation, generation of multiple interface candidates, constraint-aware critique, and self-refinement is proposed, demonstrating a practical path toward more reliable language-driven interactive visualizatio...

Mizanur Rahman, Aaryaman Kartha, Enamul Hoque Prince · 0 citations

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