NL2INTERFACE: Interactive Visualization Interface Generation from
Natural Language Queries

NL2INTERFACE: Interactive Visualization Interface Generation from Natural Language Queries

19 September 2022

Papers citing "NL2INTERFACE: Interactive Visualization Interface Generation from Natural Language Queries"

13 / 13 papers shown

Title
VisPath: Automated Visualization Code Synthesis via Multi-Path Reasoning and Feedback-Driven Optimization Wonduk Seo Seungyong Lee Daye Kang Zonghao Yuan Seunghyun Lee LRM 55 1 0 16 Feb 2025
Charting the Future: Using Chart Question-Answering for Scalable Evaluation of LLM-Driven Data Visualizations James Ford Xingmeng Zhao Dan Schumacher Anthony Rios 21 0 0 27 Sep 2024
How Aligned are Human Chart Takeaways and LLM Predictions? A Case Study on Bar Charts with Varying Layouts Huichen Will Wang Jane Hoffswell Sao Myat Thazin Thane Victor S. Bursztyn Cindy Xiong Bearfield 23 7 0 13 Aug 2024
V-RECS, a Low-Cost LLM4VIS Recommender with Explanations, Captioning and Suggestions L. Podo M. Angelini Paola Velardi 38 1 0 21 Jun 2024
BISCUIT: Scaffolding LLM-Generated Code with Ephemeral UIs in Computational Notebooks Ruijia Cheng Titus Barik Alan Leung Fred Hohman Jeffrey Nichols 14 3 0 10 Apr 2024
Vi(E)va LLM! A Conceptual Stack for Evaluating and Interpreting Generative AI-based Visualizations L. Podo M. Ishmal M. Angelini 34 7 0 03 Feb 2024
DynaVis: Dynamically Synthesized UI Widgets for Visualization Editing Priyan Vaithilingam Elena L. Glassman J. Inala Chenglong Wang 14 32 0 19 Jan 2024
Natural Language Interfaces for Tabular Data Querying and Visualization: A Survey Weixu Zhang Yifei Wang Yuanfeng Song Victor Junqiu Wei Yuxing Tian Yiyan Qi Jonathan H. Chan Raymond Chi-Wing Wong Haiqin Yang LMTD 33 15 0 27 Oct 2023
DIG: The Data Interface Grammar Yiru Chen Jeffery Tao Eugene Wu AI4CE 6 2 0 07 Jul 2023
Agnostic Visual Recommendation Systems: Open Challenges and Future Directions L. Podo Bardh Prenkaj Paola Velardi 16 5 0 01 Feb 2023
Natural SQL: Making SQL Easier to Infer from Natural Language Specifications Yujian Gan Xinyun Chen Jinxia Xie Matthew Purver J. Woodward J. Drake Qiaofu Zhang 69 90 0 11 Sep 2021
PICARD: Parsing Incrementally for Constrained Auto-Regressive Decoding from Language Models Torsten Scholak Nathan Schucher Dzmitry Bahdanau 143 373 0 10 Sep 2021
Did You Ask a Good Question? A Cross-Domain Question Intention Classification Benchmark for Text-to-SQL Yusen Zhang Xiangyu Dong Shuaichen Chang Tao Yu Peng Shi Rui Zhang OOD 40 15 0 23 Oct 2020