Datatales: Investigating the use of large language models for authoring data-driven articles
N Sultanum, A Srinivasan - 2023 IEEE Visualization and Visual …, 2023 - ieeexplore.ieee.org
Authoring data-driven articles is a complex process requiring authors to not only analyze
data for insights but also craft a cohesive narrative that effectively communicates the …
data for insights but also craft a cohesive narrative that effectively communicates the …
Chart reader: Accessible visualization experiences designed with screen reader users
Even though screen readers are a core accessibility tool for blind and low vision individuals
(BLVIs), most visualizations are incompatible with screen readers. To improve accessible …
(BLVIs), most visualizations are incompatible with screen readers. To improve accessible …
The accessibility of data visualizations on the web for screen reader users: Practices and experiences during covid-19
Data visualization has become an increasingly important means of effective data
communication and has played a vital role in broadcasting the progression of COVID-19 …
communication and has played a vital role in broadcasting the progression of COVID-19 …
Reviving static charts into live charts
Data charts are prevalent across various fields due to their efficacy in conveying complex
data relationships. However, static charts may sometimes struggle to engage readers and …
data relationships. However, static charts may sometimes struggle to engage readers and …
Natural language dataset generation framework for visualizations powered by large language models
We introduce VL2NL, a Large Language Model (LLM) framework that generates rich and
diverse NL datasets using Vega-Lite specifications as input, thereby streamlining the …
diverse NL datasets using Vega-Lite specifications as input, thereby streamlining the …
“Explain What a Treemap is”: Exploratory Investigation of Strategies for Explaining Unfamiliar Chart to Blind and Low Vision Users
Visualization designers increasingly use diverse types of visualizations, but assistive
technologies and education for blind and low vision people often focus on elementary chart …
technologies and education for blind and low vision people often focus on elementary chart …
SeeChart: enabling accessible visualizations through interactive natural language interface for people with visual impairments
MZI Alam, S Islam, E Hoque - … of the 28th International Conference on …, 2023 - dl.acm.org
Web-based data visualizations have become very popular for exploring data and
communicating insights. Newspapers, journals, and reports regularly publish visualizations …
communicating insights. Newspapers, journals, and reports regularly publish visualizations …
Data navigator: an accessibility-centered data navigation toolkit
Making data visualizations accessible for people with disabilities remains a significant
challenge in current practitioner efforts. Existing visualizations often lack an underlying …
challenge in current practitioner efforts. Existing visualizations often lack an underlying …
A dataset of alt texts from HCI publications: Analyses and uses towards producing more descriptive alt texts of data visualizations in scientific papers
Figures in scientific publications contain important information and results, and alt text is
needed for blind and low vision readers to engage with their content. We conduct a study to …
needed for blind and low vision readers to engage with their content. We conduct a study to …
Data, data, everywhere: Uncovering everyday data experiences for people with intellectual and developmental disabilities
Data is everywhere but may not be accessible to everyone. Conventional data visualization
tools and guidelines often do not actively consider the specific needs and abilities of people …
tools and guidelines often do not actively consider the specific needs and abilities of people …