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"

16 / 16 papers shown

Title
CHART-6: Human-Centered Evaluation of Data Visualization Understanding in Vision-Language Models Arnav Verma Kushin Mukherjee Christopher Potts Elisa Kreiss Judith E. Fan 22 0 0 22 May 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 78 0 0 10 Mar 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
Captioning Visualizations with Large Language Models (CVLLM): A Tutorial Giuseppe Carenini Jordon Johnson Ali Salamatian VLM 99 0 0 27 Jun 2024
Notably Inaccessible -- Data Driven Understanding of Data Science Notebook (In)Accessibility Venkatesh Potluri S. Singanamalla Nussara Tieanklin Jennifer Mankoff LMTD 57 3 0 07 Aug 2023
UniChart: A Universal Vision-language Pretrained Model for Chart Comprehension and Reasoning Ahmed Masry P. Kavehzadeh Do Xuan Long Enamul Hoque Shafiq Joty LRM 95 113 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 51 1 0 06 May 2023
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 77 23 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 46 14 0 22 Sep 2022
Striking a Balance: Reader Takeaways and Preferences when Integrating Text and Charts Chase Stokes V. Setlur Bridget Cogley Arvind Satyanarayan Marti A. Hearst 102 57 0 02 Aug 2022
Beyond Visuals : Examining the Experiences of Geoscience Professionals With Vision Disabilities in Accessing Data Visualizations N. Cherukuru D. Bailey Tiffany Fourment B. Hatheway M. Holland Matt Rehme 27 4 0 27 Jul 2022
LineCap: Line Charts for Data Visualization Captioning Models Anita Mahinpei Zona Kostic Christy Tanner VLM 83 20 0 15 Jul 2022
Rich Screen Reader Experiences for Accessible Data Visualization Jonathan Zong Crystal Lee Alan Lundgard JiWoong Jang Daniel Hajas Arvind Satyanarayan 77 68 0 10 May 2022
Chart Question Answering: State of the Art and Future Directions Enamul Hoque P. Kavehzadeh Ahmed Masry 42 45 0 08 May 2022
Chart-to-Text: A Large-Scale Benchmark for Chart Summarization Shankar Kanthara Rixie Tiffany Ko Leong Xiang Lin Ahmed Masry Megh Thakkar Enamul Hoque Shafiq Joty 110 149 0 12 Mar 2022
Characterizing Grounded Theory Approaches in Visualization A. Diehl Alfie Abdul-Rahman Benjamin Bach Mennatallah El-Assady M. Kraus R. Laramee Eth AI Center Nottingham University 62 6 0 03 Mar 2022