ChartGPT: Leveraging LLMs to Generate Charts from Abstract Natural Language

3 November 2023

Papers citing "ChartGPT: Leveraging LLMs to Generate Charts from Abstract Natural Language"

33 / 33 papers shown

Title
Does It Run and Is That Enough? Revisiting Text-to-Chart Generation with a Multi-Agent Approach James Ford Anthony Rios 46 0 0 06 Jun 2025
Multimodal DeepResearcher: Generating Text-Chart Interleaved Reports From Scratch with Agentic Framework Zhaorui Yang Bo Pan Han Wang Yiyao Wang Xingyu Liu Minfeng Zhu Bo Zhang Wei Chen 42 0 0 03 Jun 2025
The Role of Visualization in LLM-Assisted Knowledge Graph Systems: Effects on User Trust, Exploration, and Workflows Harry Li G. Appleby Kenneth Alperin Steven R. Gomez Ashley Suh 30 0 0 20 May 2025
Data Therapist: Eliciting Domain Knowledge from Subject Matter Experts Using Large Language Models Sungbok Shin Hyeon Jeon Sanghyun Hong Niklas Elmqvist 469 0 0 01 May 2025
DataScout: Automatic Data Fact Retrieval for Statement Augmentation with an LLM-Based Agent Chuer Chen Yuqi Liu Danqing Shi Shixiong Cao Nan Cao 74 0 0 24 Apr 2025
Text-to-TrajVis: Enabling Trajectory Data Visualizations from Natural Language Questions Tian Bai Huiyan Ying Kailong Suo Junqiu Wei Tao Fan Yuanfeng Song 67 0 0 23 Apr 2025
Exploring Multimodal Prompt for Visualization Authoring with Large Language Models Zhen Wen Luoxuan Weng Yinghao Tang Runjin Zhang Yunxing Liu Bo Pan Minfeng Zhu Wei Chen LRM 123 1 0 18 Apr 2025
A Review on Large Language Models for Visual Analytics Navya Sonal Agarwal Sanjay Kumar Sonbhadra 107 0 0 19 Mar 2025
InterChat: Enhancing Generative Visual Analytics using Multimodal Interactions Juntong Chen Jiang Wu Jiajing Guo V. Mohanty Xueming Li Jorge Henrique Piazentin Ono Wenbin He Liu Ren Dongyu Liu MLLM 160 2 0 06 Mar 2025
FactFlow: Automatic Fact Sheet Generation and Customization from Tabular Dataset via AI Chain Design & Implementation Minh Duc Vu Jieshan Chen Zhenchang Xing Qinghua Lu Xiwei Xu Qian Fu 121 0 0 25 Feb 2025
Data Formulator 2: Iterative Creation of Data Visualizations, with AI Transforming Data Along the Way Chenglong Wang Bongshin Lee Steven Drucker Dan Marshall Jianfeng Gao 87 1 0 24 Feb 2025
Automated Visualization Code Synthesis via Multi-Path Reasoning and Feedback-Driven Optimization Wonduk Seo Seungyong Lee Daye Kang Hyunjin An Zonghao Yuan Seunghyun Lee LRM 132 0 0 16 Feb 2025
ChartInsighter: An Approach for Mitigating Hallucination in Time-series Chart Summary Generation with A Benchmark Dataset Fen Wang Bomiao Wang Xueli Shu Zhen Liu Zekai Shao Chao Liu Siming Chen AI4TS 49 2 0 17 Jan 2025
Ask Humans or AI? Exploring Their Roles in Visualization Troubleshooting Shuyu Shen Sirong Lu Leixian Shen Zhonghua Sheng Nan Tang Yuyu Luo 135 5 0 10 Dec 2024
FathomGPT: A Natural Language Interface for Interactively Exploring Ocean Science Data Nabin Khanal Chun Meng Yu Jui-Cheng Chiu Anav Chaudhary Ziyue Zhang K. Katija A. Forbes AI4CE 107 4 0 03 Dec 2024
$C^2$ : Scalable Auto-Feedback for LLM-based Chart Generation Woosung Koh Jang Han Yoon MinHyung Lee Youngjin Song Jaegwan Cho Jaehyun Kang Taehyeon Kim Se-Young Yun Youngjae Yu B. Lee 78 1 0 24 Oct 2024
The Visualization JUDGE : Can Multimodal Foundation Models Guide Visualization Design Through Visual Perception? Matthew Berger Shusen Liu 77 1 0 05 Oct 2024
DreamStruct: Understanding Slides and User Interfaces via Synthetic Data Generation Yi-Hao Peng Faria Huq Yue Jiang Jason Wu Amanda Li Jeffrey P. Bigham Amy Pavel DiffM 81 5 0 30 Sep 2024
Charting the Future: Using Chart Question-Answering for Scalable Evaluation of LLM-Driven Data Visualizations James Ford Xingmeng Zhao Dan Schumacher Anthony Rios 64 2 0 27 Sep 2024
Data Analysis in the Era of Generative AI J. Inala Chenglong Wang Steven Drucker Gonzalo Ramos Victor C. Dibia N. Riche Dave Brown Dan Marshall Jianfeng Gao 97 9 0 27 Sep 2024
Strategic management analysis: from data to strategy diagram by LLM R. Brath Adam Bradley D. Jonker 84 1 0 10 Sep 2024
vitaLITy 2: Reviewing Academic Literature Using Large Language Models Hongye An Arpit Narechania Emily Wall Kai Xu 65 2 0 24 Aug 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 79 9 0 13 Aug 2024
WaitGPT: Monitoring and Steering Conversational LLM Agent in Data Analysis with On-the-Fly Code Visualization Liwenhan Xie Chengbo Zheng Haijun Xia Huamin Qu Zhu-Tian Chen LLMAG 100 16 0 03 Aug 2024
Evaluating the Semantic Profiling Abilities of LLMs for Natural Language Utterances in Data Visualization Hannah K. Bako Arshnoor Bhutani Xinyi Liu Kwesi A. Cobbina Zhicheng Liu 69 0 0 08 Jul 2024
VisEval: A Benchmark for Data Visualization in the Era of Large Language Models Nan Chen Yuge Zhang Jiahang Xu Kan Ren Yuqing Yang 76 13 0 01 Jul 2024
V-RECS, a Low-Cost LLM4VIS Recommender with Explanations, Captioning and Suggestions L. Podo M. Angelini Paola Velardi 86 2 0 21 Jun 2024
Exploring the Capability of LLMs in Performing Low-Level Visual Analytic Tasks on SVG Data Visualizations Zhongzhen Xu Emily Wall 83 16 0 29 Apr 2024
Generative AI for Visualization: State of the Art and Future Directions Yilin Ye Jianing Hao Yihan Hou Zhan Wang Shishi Xiao Yuyu Luo Wei Zeng 105 51 0 28 Apr 2024
ChartX & ChartVLM: A Versatile Benchmark and Foundation Model for Complicated Chart Reasoning Renqiu Xia Bo Zhang Hancheng Ye Xiangchao Yan Qi Liu ... Min Dou Botian Shi Junchi Yan Junchi Yan Yu Qiao LRM 182 68 0 19 Feb 2024
Vi(E)va LLM! A Conceptual Stack for Evaluating and Interpreting Generative AI-based Visualizations L. Podo M. Ishmal M. Angelini 108 13 0 03 Feb 2024
How Good is ChatGPT in Giving Advice on Your Visualization Design? Nam Wook Kim Grace Myers Benjamin Bach 83 21 0 14 Oct 2023
Reviving Static Charts into Live Charts Lu Ying Yun Wang Haotian Li Shuguang Dou Haidong Zhang Xinyang Jiang Huamin Qu Yingcai Wu 107 17 0 06 Sep 2023