Towards natural language interfaces for data visualization: A survey
Utilizing Visualization-oriented Natural Language Interfaces (V-NLI) as a complementary
input modality to direct manipulation for visual analytics can provide an engaging user …
input modality to direct manipulation for visual analytics can provide an engaging user …
Ai4vis: Survey on artificial intelligence approaches for data visualization
Visualizations themselves have become a data format. Akin to other data formats such as
text and images, visualizations are increasingly created, stored, shared, and (re-) used with …
text and images, visualizations are increasingly created, stored, shared, and (re-) used with …
Chart-to-text: A large-scale benchmark for chart summarization
Charts are commonly used for exploring data and communicating insights. Generating
natural language summaries from charts can be very helpful for people in inferring key …
natural language summaries from charts can be very helpful for people in inferring key …
Calliope: Automatic visual data story generation from a spreadsheet
Visual data stories shown in the form of narrative visualizations such as a poster or a data
video, are frequently used in data-oriented storytelling to facilitate the understanding and …
video, are frequently used in data-oriented storytelling to facilitate the understanding and …
Vistext: A benchmark for semantically rich chart captioning
Captions that describe or explain charts help improve recall and comprehension of the
depicted data and provide a more accessible medium for people with visual disabilities …
depicted data and provide a more accessible medium for people with visual disabilities …
Accessible visualization: Design space, opportunities, and challenges
Visualizations are now widely used across disciplines to understand and communicate data.
The benefit of visualizations lies in leveraging our natural visual perception. However, the …
The benefit of visualizations lies in leveraging our natural visual perception. However, the …
Augmenting visualizations with interactive data facts to facilitate interpretation and communication
Recently, an increasing number of visualization systems have begun to incorporate natural
language generation (NLG) capabilities into their interfaces. NLG-based visualization …
language generation (NLG) capabilities into their interfaces. NLG-based visualization …
Communicating visualizations without visuals: Investigation of visualization alternative text for people with visual impairments
Alternative text is critical in communicating graphics to people who are blind or have low
vision. Especially for graphics that contain rich information, such as visualizations, poorly …
vision. Especially for graphics that contain rich information, such as visualizations, poorly …
Chart-to-text: Generating natural language descriptions for charts by adapting the transformer model
J Obeid, E Hoque - arXiv preprint arXiv:2010.09142, 2020 - arxiv.org
Information visualizations such as bar charts and line charts are very popular for exploring
data and communicating insights. Interpreting and making sense of such visualizations can …
data and communicating insights. Interpreting and making sense of such visualizations can …
Text-to-viz: Automatic generation of infographics from proportion-related natural language statements
Combining data content with visual embellishments, infographics can effectively deliver
messages in an engaging and memorable manner. Various authoring tools have been …
messages in an engaging and memorable manner. Various authoring tools have been …