Towards Natural Language-Based Visualization Authoring

23 August 2022

Tongshuang Wu

Papers citing "Towards Natural Language-Based Visualization Authoring"

35 / 35 papers shown

Title
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 19 0 0 18 Apr 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 67 2 0 06 Mar 2025
LLMs as Workers in Human-Computational Algorithms? Replicating Crowdsourcing Pipelines with LLMs Tongshuang Wu Haiyi Zhu Maya Albayrak Alexis Axon Amanda Bertsch ... Ying-Jui Tseng Patricia Vaidos Zhijin Wu Wei Yu Wu Chenyang Yang 61 27 0 10 Jan 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
Narrative Player: Reviving Data Narratives with Visuals Zekai Shao Leixian Shen Haotian Li Yi Shan Huamin Qu Yun Wang Siming Chen VGen 19 2 0 04 Oct 2024
Data Playwright: Authoring Data Videos with Annotated Narration Leixian Shen Haotian Li Yun Wang Tianqi Luo Yuyu Luo Huamin Qu VGen 16 12 0 04 Oct 2024
From Data to Story: Towards Automatic Animated Data Video Creation with LLM-based Multi-Agent Systems Leixian Shen Haotian Li Yun Wang Huamin Qu VGen 28 7 0 07 Aug 2024
NotePlayer: Engaging Jupyter Notebooks for Dynamic Presentation of Analytical Processes Malavikha Sudarshan Leixian Shen Cathy Chen Quan Zhou 20 6 0 02 Aug 2024
PyGWalker: On-the-fly Assistant for Exploratory Visual Data Analysis Yue Yu Leixian Shen Fei Long Huamin Qu Hao Chen 19 4 0 17 Jun 2024
Breathing New Life into Existing Visualizations: A Natural Language-Driven Manipulation Framework Can Liu Jiacheng Yu Yuhan Guo Jiayi Zhuang Yuchu Luo Xiaoru Yuan 30 0 0 09 Apr 2024
Chart What I Say: Exploring Cross-Modality Prompt Alignment in AI-Assisted Chart Authoring Nazar Ponochevnyi Anastasia Kuzminykh 25 1 0 07 Apr 2024
Chat Modeling: Natural Language-based Procedural Modeling of Biological Structures without Training Donggang Jia Yunhai Wang Ivan Viola 14 1 0 01 Apr 2024
Are LLMs ready for Visualization? Pere-Pau Vázquez MLLM 17 17 0 10 Mar 2024
TypeDance: Creating Semantic Typographic Logos from Image through Personalized Generation Shishi Xiao Liangwei Wang Xiaojuan Ma Wei Zeng 19 19 0 20 Jan 2024
DynaVis: Dynamically Synthesized UI Widgets for Visualization Editing Priyan Vaithilingam Elena L. Glassman J. Inala Chenglong Wang 16 32 0 19 Jan 2024
InstructPipe: Generating Visual Blocks Pipelines with Human Instructions and LLMs Zhongyi Zhou Jing Jin Vrushank Phadnis Xiuxiu Yuan Jun Jiang ... A. Olwal David Kim Ram Iyengar Na Li Ruofei Du 20 5 0 15 Dec 2023
Foundation Models Meet Visualizations: Challenges and Opportunities Weikai Yang Mengchen Liu Zheng Wang Shixia Liu 14 35 0 09 Oct 2023
Natural Language Dataset Generation Framework for Visualizations Powered by Large Language Models Hyung-Kwon Ko Hyeon Jeon Gwanmo Park Dae Hyun Kim Nam Wook Kim Juho Kim Jinwook Seo 11 21 0 19 Sep 2023
Data Player: Automatic Generation of Data Videos with Narration-Animation Interplay Leixian Shen Yizhi Zhang Haidong Zhang Yun Wang VGen DiffM 35 31 0 09 Aug 2023
DataTales: Investigating the use of Large Language Models for Authoring Data-Driven Articles N. Sultanum Arjun Srinivasan 27 39 0 08 Aug 2023
WonderFlow: Narration-Centric Design of Animated Data Videos Yun Wang Leixian Shen Zhengxin You Xinhuan Shu Bongshin Lee John Thompson Haidong Zhang Dongmei Zhang VGen 26 11 0 08 Aug 2023
InkSight: Leveraging Sketch Interaction for Documenting Chart Findings in Computational Notebooks Yanna Lin Haotian Li Leni Yang Aoyu Wu Huamin Qu 24 29 0 16 Jul 2023
Urania: Visualizing Data Analysis Pipelines for Natural Language-Based Data Exploration Yi Guo Nana Cao Xiaoyu Qi Haoyang Li Danqing Shi Jing Zhang Qing Chen Daniel Weiskopf 11 4 0 13 Jun 2023
UniChart: A Universal Vision-language Pretrained Model for Chart Comprehension and Reasoning Ahmed Masry P. Kavehzadeh Do Xuan Long Enamul Hoque Shafiq R. Joty LRM 19 100 0 24 May 2023
Let the Chart Spark: Embedding Semantic Context into Chart with Text-to-Image Generative Model Shishi Xiao Suizi Huang Yue Lin Yilin Ye Weizhen Zeng 28 28 0 28 Apr 2023
Why is AI not a Panacea for Data Workers? An Interview Study on Human-AI Collaboration in Data Storytelling Haotian Li Yun Wang Q. V. Liao Huamin Qu 48 23 0 17 Apr 2023
VOICE: Visual Oracle for Interaction, Conversation, and Explanation Donggang Jia Alexandra Irger Lonni Besancon Ondrej Strnad Deng Luo Johanna Björklund Anders Ynnerman I. Viola 17 2 0 08 Apr 2023
Chat2VIS: Fine-Tuning Data Visualisations using Multilingual Natural Language Text and Pre-Trained Large Language Models Paula Maddigan Teo Susnjak 36 10 0 24 Mar 2023
LIDA: A Tool for Automatic Generation of Grammar-Agnostic Visualizations and Infographics using Large Language Models Victor C. Dibia VLM 14 78 0 06 Mar 2023
Chat2VIS: Generating Data Visualisations via Natural Language using ChatGPT, Codex and GPT-3 Large Language Models Paula Maddigan Teo Susnjak 27 133 0 04 Feb 2023
XNLI: Explaining and Diagnosing NLI-based Visual Data Analysis Yingchaojie Feng Xingbo Wang Bo Pan Kamkwai Wong Yi Ren Siyi Liu Zihan Yan Yuxin Ma Huamin Qu Wei-Neng Chen 16 26 0 25 Jan 2023
Collecting and Characterizing Natural Language Utterances for Specifying Data Visualizations Arjun Srinivasan Nikhila Nyapathy Bongshin Lee Steven Drucker J. Stasko 44 69 0 01 Oct 2021
Talk2Data: A Natural Language Interface for Exploratory Visual Analysis via Question Decomposition Yi Guo Danqing Shi Mingjuan Guo Yanqiu Wu Qing Chen Nana Cao 23 7 0 30 Jul 2021
Learning to Automate Chart Layout Configurations Using Crowdsourced Paired Comparison Aoyu Wu Liwenhan Xie Bongshin Lee Yun Wang Weiwei Cui Huamin Qu 30 27 0 11 Jan 2021
Adversarial Example Generation with Syntactically Controlled Paraphrase Networks Mohit Iyyer John Wieting Kevin Gimpel Luke Zettlemoyer AAML GAN 178 708 0 17 Apr 2018