context-aware exploration 1natural language interfaces 1query recommendation 1relational databases 1semantic relevance 1visual data analysis 1
From the 1 of 2 linked papers with an AI index.
7 citations · 7 across the 2 of their papers we have counts for
2 papers
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…
cs.DB2026
SQL-RewriteBench: A Correctness-Gated, Full-Denominator Benchmark for Statement-Level SQL Rewriting [Experiment,Analysis & Benchmark]
Jiang Long, Tianci Gao, Shiyuan Hao +3
Statement-level SQL rewriting can improve query performance and maintainability without changing the DBMS kernel, but existing benchmarks do not evaluate rewrite methods as deploya…