Towards natural language interfaces for data visualization: A survey

L Shen, E Shen, Y Luo, X Yang, X Hu… - IEEE transactions on …, 2022 - ieeexplore.ieee.org
Utilizing Visualization-oriented Natural Language Interfaces (V-NLI) as a complementary
input modality to direct manipulation for visual analytics can provide an engaging user …

Making data visualization more efficient and effective: a survey

X Qin, Y Luo, N Tang, G Li - The VLDB Journal, 2020 - Springer
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 …

Viral visualizations: How coronavirus skeptics use orthodox data practices to promote unorthodox science online

C Lee, T Yang, GD Inchoco, GM Jones… - Proceedings of the …, 2021 - dl.acm.org
Controversial understandings of the coronavirus pandemic have turned data visualizations
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

A Lundgard, A Satyanarayan - IEEE transactions on …, 2021 - ieeexplore.ieee.org
Natural language descriptions sometimes accompany visualizations to better communicate
and contextualize their insights, and to improve their accessibility for readers with …

Vistext: A benchmark for semantically rich chart captioning

BJ Tang, A Boggust, A Satyanarayan - arxiv preprint arxiv:2307.05356, 2023 - arxiv.org
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 …

Dvqa: Understanding data visualizations via question answering

K Kafle, B Price, S Cohen… - Proceedings of the IEEE …, 2018 - openaccess.thecvf.com
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 …

KG4Vis: A Knowledge Graph-Based Approach for Visualization Recommendation

H Li, Y Wang, S Zhang, Y Song… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Visualization recommendation or automatic visualization generation can significantly lower
the barriers for general users to rapidly create effective data visualizations, especially for …

Ai4vis: Survey on artificial intelligence approaches for data visualization

A Wu, Y Wang, X Shu, D Moritz, W Cui… - … on Visualization and …, 2021 - ieeexplore.ieee.org
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 …

VISAtlas: An image-based exploration and query system for large visualization collections via neural image embedding

Y Ye, R Huang, W Zeng - IEEE Transactions on Visualization …, 2022 - ieeexplore.ieee.org
High-quality visualization collections are beneficial for a variety of applications including
visualization reference and data-driven visualization design. The visualization community …

Data2vis: Automatic generation of data visualizations using sequence-to-sequence recurrent neural networks

V Dibia, Ç Demiralp - IEEE computer graphics and applications, 2019 - ieeexplore.ieee.org
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 …