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
Data Therapist: Eliciting Domain Knowledge from Subject Matter Experts Using Large Language Models Sungbok Shin Hyeon Jeon Sanghyun Hong Niklas Elmqvist 152 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 45 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 32 0 0 23 Apr 2025
Exploring Multimodal Prompt for Visualization Authoring with Large Language Models Zhen Wen Luoxuan Weng Yinghao Tang Runjin Zhang Y. Liu Bo Pan Minfeng Zhu Wei Chen LRM 26 0 0 18 Apr 2025
A Review on Large Language Models for Visual Analytics Navya Sonal Agarwal Sanjay Kumar Sonbhadra 43 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 78 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 81 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 52 1 0 24 Feb 2025
VisPath: Automated Visualization Code Synthesis via Multi-Path Reasoning and Feedback-Driven Optimization Wonduk Seo Seungyong Lee Daye Kang Zonghao Yuan Seunghyun Lee LRM 65 1 0 16 Feb 2025
Ask Humans or AI? Exploring Their Roles in Visualization Troubleshooting Shuyu Shen Sirong Lu Leixian Shen Zhonghua Sheng Nan Tang Yuyu Luo 76 2 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 76 4 0 03 Dec 2024
$C^2$ : Scalable Auto-Feedback for LLM-based Chart Generation Woosung Koh Jang Han Yoon M. Lee Youngjin Song Jaegwan Cho Jaehyun Kang Taehyeon Kim Se-Young Yun Youngjae Yu B. Lee 42 0 0 24 Oct 2024
The Visualization JUDGE : Can Multimodal Foundation Models Guide Visualization Design Through Visual Perception? Matthew Berger Shusen Liu 33 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 35 4 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 36 0 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 29 7 0 27 Sep 2024
Strategic management analysis: from data to strategy diagram by LLM R. Brath Adam Bradley D. Jonker 15 1 0 10 Sep 2024
vitaLITy 2: Reviewing Academic Literature Using Large Language Models Hongye An Arpit Narechania Emily Wall Kai Xu 42 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 31 7 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 36 10 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 40 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 37 1 0 01 Jul 2024
V-RECS, a Low-Cost LLM4VIS Recommender with Explanations, Captioning and Suggestions L. Podo M. Angelini Paola Velardi 50 1 0 21 Jun 2024
Exploring the Capability of LLMs in Performing Low-Level Visual Analytic Tasks on SVG Data Visualizations Zhongzhen Xu Emily Wall 46 11 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 39 39 0 28 Apr 2024
ChartX & ChartVLM: A Versatile Benchmark and Foundation Model for Complicated Chart Reasoning Renqiu Xia Bo-Wen Zhang Hancheng Ye Xiangchao Yan Qi Liu ... Min Dou Botian Shi Junchi Yan Junchi Yan Yu Qiao LRM 63 52 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 42 7 0 03 Feb 2024
How Good is ChatGPT in Giving Advice on Your Visualization Design? Nam Wook Kim Grace Myers Benjamin Bach 28 20 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 44 17 0 06 Sep 2023
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 392 8,495 0 28 Jan 2022
Collecting and Characterizing Natural Language Utterances for Specifying Data Visualizations Arjun Srinivasan Nikhila Nyapathy Bongshin Lee Steven Drucker J. Stasko 64 69 0 01 Oct 2021
MultiVision: Designing Analytical Dashboards with Deep Learning Based Recommendation Aoyu Wu Yun Wang Mengyu Zhou Xinyi He Haidong Zhang Huamin Qu Dongmei Zhang 50 52 0 16 Jul 2021
Table2Charts: Recommending Charts by Learning Shared Table Representations Mengyu Zhou Qingtao Li Xinyi He Yuejiang Li Yibo Liu Wei Ji Shi Han Yining Chen Daxin Jiang Dongmei Zhang LMTD 59 34 0 24 Aug 2020