Towards robust and interactive text-to-visualization translation: enhancing model robustness and mitigating ambiguity in natural language queries Jin-Wei Lu Wenxin Xu Yuan-Feng Song Hao-Di Zhang C. Zhang Kai-Shun Wu Xiaoyong Wei Raymond Chi-Wing Wong Aug 2026 · The VLDB journal · Vol 35 · 0 citations · 55 references DOI Semantic Scholar Save View source Cite { copied='apa'; setTimeout(() => { copied=null; open=false }, 1000) })" class="flex w-full items-center justify-between rounded-lg px-3 py-2 text-left text-sm hover:bg-gray-100 dark:hover:bg-ink-800"> Copy APA Copied ✓ { copied='mla'; setTimeout(() => { copied=null; open=false }, 1000) })" class="flex w-full items-center justify-between rounded-lg px-3 py-2 text-left text-sm hover:bg-gray-100 dark:hover:bg-ink-800"> Copy MLA Copied ✓ { copied='bibtex'; setTimeout(() => { copied=null; open=false }, 1000) })" class="flex w-full items-center justify-between rounded-lg px-3 py-2 text-left text-sm hover:bg-gray-100 dark:hover:bg-ink-800"> Copy BibTeX Copied ✓ Share