Accessible Visualization via Natural Language Descriptions: A Four-Level Model of Semantic Content

8 October 2021

Papers citing "Accessible Visualization via Natural Language Descriptions: A Four-Level Model of Semantic Content"

50 / 58 papers shown

Title
DATAWEAVER: Authoring Data-Driven Narratives through the Integrated Composition of Visualization and Text Yu Fu Dennis Bromley V. Setlur 49 0 0 29 Mar 2025
Sightation Counts: Leveraging Sighted User Feedback in Building a BLV-aligned Dataset of Diagram Descriptions Wan Ju Kang Eunki Kim Na Min An Sangryul Kim Haemin Choi Ki Hoon Kwak James Thorne 54 0 0 17 Mar 2025
Aligning Instance-Semantic Sparse Representation towards Unsupervised Object Segmentation and Shape Abstraction with Repeatable Primitives Jiaxin Li Hongxing Wang Jiawei Tan Zhilong Ou Junsong Yuan 3DPC 47 0 0 10 Mar 2025
ChartA11y: Designing Accessible Touch Experiences of Visualizations with Blind Smartphone Users Zhuohao Jerry Zhang John Thompson Aditi Shah Manish Agrawal Alper Sarikaya Jacob O. Wobbrock Edward Cutrell Bongshin Lee 27 2 0 27 Oct 2024
ChartifyText: Automated Chart Generation from Data-Involved Texts via LLM Songheng Zhang Lei Wang Toby Jia-Jun Li Qiaomu Shen Yixin Cao Yong Wang 11 1 0 18 Oct 2024
ChartKG: A Knowledge-Graph-Based Representation for Chart Images Zhiguang Zhou Haoxuan Wang Zhengqing Zhao Fengling Zheng Yongheng Wang Wei Chen Yong Wang 37 0 0 13 Oct 2024
"They Aren't Built For Me": A Replication Study of Visual Graphical Perception with Tactile Representations of Data for Visually Impaired Users Areen Khalaila Lane Harrison Nam Wook Kim Dylan Cashman 16 0 0 11 Oct 2024
The Visualization JUDGE : Can Multimodal Foundation Models Guide Visualization Design Through Visual Perception? Matthew Berger Shusen Liu 36 1 0 05 Oct 2024
Uncovering the New Accessibility Crisis in Scholarly PDFs Anukriti Kumar Lucy Lu Wang 20 3 0 03 Oct 2024
Natural Language Generation for Visualizations: State of the Art, Challenges and Future Directions Enamul Hoque Mohammed Saidul Islam 38 2 0 29 Sep 2024
From Graphs to Words: A Computer-Assisted Framework for the Production of Accessible Text Descriptions Qiang Xu Thomas Hurtut 39 0 0 26 Sep 2024
MaViLS, a Benchmark Dataset for Video-to-Slide Alignment, Assessing Baseline Accuracy with a Multimodal Alignment Algorithm Leveraging Speech, OCR, and Visual Features Katharina Anderer Andreas Reich Matthias Wölfel 32 0 0 25 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 39 7 0 13 Aug 2024
DASH: A Bimodal Data Exploration Tool for Interactive Text and Visualizations Dennis Bromley V. Setlur 46 3 0 02 Aug 2024
From Instruction to Insight: Exploring the Functional and Semantic Roles of Text in Interactive Dashboards N. Sultanum V. Setlur 55 1 0 19 Jul 2024
Captioning Visualizations with Large Language Models (CVLLM): A Tutorial Giuseppe Carenini Jordon Johnson Ali Salamatian VLM 54 0 0 27 Jun 2024
Are Large Vision Language Models up to the Challenge of Chart Comprehension and Reasoning? An Extensive Investigation into the Capabilities and Limitations of LVLMs Mohammed Saidul Islam Raian Rahman Ahmed Masry Md Tahmid Rahman Laskar Mir Tafseer Nayeem Enamul Hoque LRM ELM 44 11 0 01 Jun 2024
Alt4Blind: A User Interface to Simplify Charts Alt-Text Creation Omar Moured Shahid Ali Farooqui Karin Muller Sharifeh Fadaeijouybari Thorsten Schwarz Mohammed Javed Rainer Stiefelhagen 35 1 0 29 May 2024
AltChart: Enhancing VLM-based Chart Summarization Through Multi-Pretext Tasks Omar Moured Jiaming Zhang M. Sarfraz Rainer Stiefelhagen 36 1 0 22 May 2024
Understanding Reader Takeaways in Thematic Maps Under Varying Text, Detail, and Spatial Autocorrelation Arlen Fan Fan Lei M. Mancenido A. Maceachren Ross Maciejewski 18 6 0 13 Mar 2024
Chart4Blind: An Intelligent Interface for Chart Accessibility Conversion Omar Moured Morris Baumgarten-Egemole Alina Roitberg Karin Muller Thorsten Schwarz Rainer Stiefelhagen 50 7 0 11 Mar 2024
Designing Born-Accessible Courses in Data Science and Visualization: Challenges and Opportunities of a Remote Curriculum Taught by Blind Instructors to Blind Students JooYoung Seo Sile O'Modhrain Yilin Xia Sanchita Kamath Bongshin Lee James M. Coughlan 16 2 0 05 Mar 2024
MAIDR: Making Statistical Visualizations Accessible with Multimodal Data Representation JooYoung Seo Yilin Xia Bongshin Lee Sean McCurry Yu Jun Yam 29 9 0 01 Mar 2024
The Role of Text in Visualizations: How Annotations Shape Perceptions of Bias and Influence Predictions Chase Stokes Cindy Xiong Bearfield Marti A. Hearst 13 10 0 08 Jan 2024
Almanac: An API for Recommending Text Annotations For Time-Series Charts Using News Headlines Terrell Ibanez V. Setlur Maneesh Agrawala 15 1 0 06 Dec 2023
Grounded Intuition of GPT-Vision's Abilities with Scientific Images Alyssa Hwang Andrew Head Chris Callison-Burch 48 3 0 03 Nov 2023
VizAbility: Enhancing Chart Accessibility with LLM-based Conversational Interaction Joshua Gorniak Yoon Kim Donglai Wei Nam Wook Kim 32 8 0 14 Oct 2023
The Gulf of Interpretation: From Chart to Message and Back Again Christian Knoll Torsten Moller Kathleen Gregory Laura M. Koesten 29 0 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 18 21 0 19 Sep 2023
Reviving Static Charts into Live Charts Lu Ying Yun Wang Haotian Li Shuguang Dou Haidong Zhang Xinyang Jiang Huamin Qu Yingcai Wu 46 17 0 06 Sep 2023
Data Navigator: An accessibility-centered data navigation toolkit Frank Elavsky Lucas Nadolskis Dominik Moritz 20 18 0 16 Aug 2023
DataTales: Investigating the use of Large Language Models for Authoring Data-Driven Articles N. Sultanum Arjun Srinivasan 43 39 0 08 Aug 2023
Notably Inaccessible -- Data Driven Understanding of Data Science Notebook (In)Accessibility Venkatesh Potluri S. Singanamalla Nussara Tieanklin Jennifer Mankoff LMTD 18 3 0 07 Aug 2023
EmphasisChecker: A Tool for Guiding Chart and Caption Emphasis Dae Hyun Kim Seulgi Choi Juho Kim V. Setlur Maneesh Agrawala 11 0 0 25 Jul 2023
"Customization is Key": Reconfigurable Content Tokens for Accessible Data Visualizations Shuli Jones Isabella Pedraza Pineros Daniel Hajas Jonathan Zong Arvind Satyanarayan VLM 11 7 0 17 Jul 2023
VisText: A Benchmark for Semantically Rich Chart Captioning Benny J. Tang Angie Boggust Arvind Satyanarayan 36 76 0 28 Jun 2023
GPT-Based Models Meet Simulation: How to Efficiently Use Large-Scale Pre-Trained Language Models Across Simulation Tasks Philippe J. Giabbanelli LLMAG ALM AI4CE 34 13 0 21 Jun 2023
Chart2Vec: A Universal Embedding of Context-Aware Visualizations Qing Chen Ying Chen Ruishi Zou Wei Shuai Yi Guo Jiazhe Wang Nana Cao 35 3 0 14 Jun 2023
Understanding and Measuring the Effects of Graphical Dimensions on Viewers' Perceived Chart Credibility Hayeong Song J. Stasko 14 0 0 31 May 2023
UniChart: A Universal Vision-language Pretrained Model for Chart Comprehension and Reasoning Ahmed Masry P. Kavehzadeh Do Xuan Long Enamul Hoque Chenyu You LRM 27 100 0 24 May 2023
"The main message is that sustainability would help" -- Reflections on takeaway messages of climate change data visualizations Regina Schuster Laura M. Koesten Kathleen Gregory Torsten Moller 25 1 0 06 May 2023
What is the message? Perspectives on Visual Data Communication Laura M. Koesten Kathleen Gregory Regina Schuster Christian Knoll Sarah Davies Torsten Moller 38 3 0 12 Apr 2023
Data, Data, Everywhere: Uncovering Everyday Data Experiences for People with Intellectual and Developmental Disabilities Keke Wu Michelle Tran Emma Petersen Varsha Koushik D. Szafir 24 12 0 10 Mar 2023
Summaries as Captions: Generating Figure Captions for Scientific Documents with Automated Text Summarization Huang Chieh-Yang Ting-Yao Hsu Ryan A. Rossi A. Nenkova Sungchul Kim G. Chan Eunyee Koh C. Lee Giles Ting-Hao 'Kenneth' Huang 22 16 0 23 Feb 2023
SeeChart: Enabling Accessible Visualizations Through Interactive Natural Language Interface For People with Visual Impairments Md. Zubair Ibne Alam Shehnaz Islam Enamul Hoque 17 14 0 15 Feb 2023
"Being Simple on Complex Issues" -- Accounts on Visual Data Communication about Climate Change Regina Schuster Kathleen Gregory Torsten Moller Laura M. Koesten 28 3 0 18 Nov 2022
A Dataset of Alt Texts from HCI Publications: Analyses and Uses Towards Producing More Descriptive Alt Texts of Data Visualizations in Scientific Papers S. Chintalapati Jonathan Bragg Lucy Lu Wang 46 20 0 27 Sep 2022
Why More Text is (Often) Better: Themes from Reader Preferences for Integration of Charts and Text Chase Stokes Marti A. Hearst 19 12 0 22 Sep 2022
Teaching Visual Accessibility in Introductory Data Science Classes with Multi-Modal Data Representations Jooyoung Seo M. Dogucu 11 6 0 04 Aug 2022
Striking a Balance: Reader Takeaways and Preferences when Integrating Text and Charts Chase Stokes V. Setlur Bridget Cogley Arvind Satyanarayan Marti A. Hearst 39 53 0 02 Aug 2022