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context-aware exploration 1natural language interfaces 1query recommendation 1relational databases 1semantic relevance 1visual data analysis 1

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most citedBeyond Interestingness: Semantic and Context-Aware Natural Language Query Recommendations for Visual Data Analysis

7 citations · 7 across the 2 of their papers we have counts for

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cs.HC2026★ 7 cited

Beyond Interestingness: Semantic and Context-Aware Natural Language Query Recommendations for Visual Data Analysis

Xingbo Wang, Siyuan Li, Furui Cheng +5

The paper proposes QRec-NLI, a system that uses large language models to provide semantic- and context‑aware next‑step query recommendations, helping analysts explore multi‑table r…