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 …
Making data visualization more efficient and effective: a survey
Data visualization is crucial in today's data-driven business world, which has been widely
used for hel** decision making that is closely related to major revenues of many industrial …
used for hel** decision making that is closely related to major revenues of many industrial …
Viral visualizations: How coronavirus skeptics use orthodox data practices to promote unorthodox science online
Controversial understandings of the coronavirus pandemic have turned data visualizations
into a battleground. Defying public health officials, coronavirus skeptics on US social media …
into a battleground. Defying public health officials, coronavirus skeptics on US social media …
Accessible visualization via natural language descriptions: A four-level model of semantic content
Natural language descriptions sometimes accompany visualizations to better communicate
and contextualize their insights, and to improve their accessibility for readers with …
and contextualize their insights, and to improve their accessibility for readers with …
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 …
Dvqa: Understanding data visualizations via question answering
Bar charts are an effective way to convey numeric information, but today's algorithms cannot
parse them. Existing methods fail when faced with even minor variations in appearance …
parse them. Existing methods fail when faced with even minor variations in appearance …
KG4Vis: A Knowledge Graph-Based Approach for Visualization Recommendation
Visualization recommendation or automatic visualization generation can significantly lower
the barriers for general users to rapidly create effective data visualizations, especially for …
the barriers for general users to rapidly create effective data visualizations, especially for …
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 …
VISAtlas: An image-based exploration and query system for large visualization collections via neural image embedding
High-quality visualization collections are beneficial for a variety of applications including
visualization reference and data-driven visualization design. The visualization community …
visualization reference and data-driven visualization design. The visualization community …
Data2vis: Automatic generation of data visualizations using sequence-to-sequence recurrent neural networks
Rapidly creating effective visualizations using expressive grammars is challenging for users
who have limited time and limited skills in statistics and data visualization. Even high-level …
who have limited time and limited skills in statistics and data visualization. Even high-level …