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Synthesizing Natural Language to Visualization (NL2VIS) Benchmarks from NL2SQL Benchmarks
Summary: nvBench is the first nl2vis benchmark, synthesized from nl2sql (Spider) via an AST bridge unifying SQL and vis trees for multiple viz languages. It reduces benchmark creation to 5.7% of manual effort and a seq2vis model trained on nvBench outperforms prior nl2vis methods, with extensive validation.
(summarized by gpt-5-nano on Feb 09 2026)
- Paper ID
- 6153
- Venue
- SIGMOD
- Year
- 2021
- Pagerank
- 5.8890126e-05
- Overall Rank
- 4,829 | 66.44%
- DOI
-
10.1145/3448016.3457261
Incoming Non-self Citations Over Time
Incoming Citations (Sorted by Pagerank)
Showing 13 of 13 citing papers.
| Rank |
Citing Paper |
Year |
Venue |
Pagerank |
| 3,666 |
The Dawn of Natural Language to SQL: Are We Fully Ready? |
2024 |
VLDB |
6.8606092e-05 |
| 3,973 |
HAIChart: Human and AI Paired Visualization System |
2024 |
VLDB |
6.5721521e-05 |
| 4,103 |
GoodCore: Data-effective and Data-efficient Machine Learning through Coreset Selection over Incomplete Data |
2023 |
SIGMOD |
6.4460899e-05 |
| 5,386 |
Selective Data Acquisition in the Wild for Model Charging |
2022 |
VLDB |
5.5346315e-05 |
| 5,965 |
Automatic Data Acquisition for Deep Learning |
2021 |
VLDB |
5.2476363e-05 |
| 8,157 |
Automated Data Visualization from Natural Language via Large Language Models: An Exploratory Study |
2024 |
SIGMOD |
4.5701714e-05 |
| 8,263 |
Learned Data-aware Image Representations of Line Charts for Similarity Search |
2023 |
SIGMOD |
4.5414364e-05 |
| 8,276 |
Optimizing Data Acquisition to Enhance Machine Learning Performance |
2024 |
VLDB |
4.5392079e-05 |
| 9,828 |
Sevi: Speech-to-Visualization through Neural Machine Translation |
2022 |
SIGMOD |
4.2710095e-05 |
| 9,993 |
BridgeScope: A Universal Toolkit for Bridging Large Language Models and Databases |
2026 |
CIDR |
4.1905499e-05 |
| 10,185 |
MultiVis-Agent: A Multi-Agent Framework with Logic Rules for Reliable and Comprehensive Cross-Modal Data Visualization |
2026 |
SIGMOD |
4.1905499e-05 |
| 10,301 |
LEAD: Iterative Data Selection for Efficient LLM Instruction Tuning |
2026 |
VLDB |
4.1905499e-05 |
| 10,841 |
Natural Language to SQL: State of the Art and Open Problems |
2025 |
VLDB |
4.1905499e-05 |
Outgoing Citations (Sorted by Pagerank)
Showing 13 of 13 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank |
Cited Paper |
Year |
Venue |
Pagerank |
| 205 |
Constructing an Interactive Natural Language Interface for Relational Databases |
2015 |
VLDB |
0.00034651121 |
| 461 |
SeeDB: Efficient Data-Driven Visualization Recommendations to Support Visual Analytics |
2015 |
VLDB |
0.00022615628 |
| 973 |
Natural language to SQL: Where are we today? |
2020 |
VLDB |
0.0001488435 |
| 992 |
Effortless Data Exploration with zenvisage: An Expressive and Interactive Visual Analytics System |
2017 |
VLDB |
0.00014795333 |
| 2,126 |
IDEBench: A Benchmark for Interactive Data Exploration |
2020 |
SIGMOD |
9.4814404e-05 |
| 2,325 |
DBPal: A Fully Pluggable NL2SQL Training Pipeline |
2020 |
SIGMOD |
9.0277894e-05 |
| 2,413 |
VizQL: A Language for Query, Analysis and Visualization |
2006 |
SIGMOD |
8.8591003e-05 |
| 5,493 |
DeepEye: Creating Good Data Visualizations by Keyword Search |
2018 |
SIGMOD |
5.4773922e-05 |
| 5,815 |
Database Benchmarking for Supporting Real-Time Interactive Querying of Large Data |
2020 |
SIGMOD |
5.3158788e-05 |
| 6,840 |
Towards Democratizing Relational Data Visualization |
2019 |
SIGMOD |
4.9058387e-05 |
| 7,580 |
Human-in-the-loop Outlier Detection |
2020 |
SIGMOD |
4.7023767e-05 |
| 9,224 |
VisClean: Interactive Cleaning for Progressive Visualization |
2020 |
VLDB |
4.3657563e-05 |
| 13,296 |
DeepTrack: Monitoring and Exploring Spatio-Temporal Data – A Case of Tracking COVID-19 – |
2020 |
VLDB |
- |
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