Emerging materials intelligence ecosystems propelled by machine learning

R Batra, L Song, R Ramprasad - Nature Reviews Materials, 2021 - nature.com
The age of cognitive computing and artificial intelligence (AI) is just dawning. Inspired by its
successes and promises, several AI ecosystems are blossoming, many of them within the …

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 …

Chartqa: A benchmark for question answering about charts with visual and logical reasoning

A Masry, DX Long, JQ Tan, S Joty, E Hoque - arXiv preprint arXiv …, 2022 - arxiv.org
Charts are very popular for analyzing data. When exploring charts, people often ask a
variety of complex reasoning questions that involve several logical and arithmetic …

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 …

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 …

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 …

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 …

Communicating visualizations without visuals: Investigation of visualization alternative text for people with visual impairments

C Jung, S Mehta, A Kulkarni, Y Zhao… - IEEE transactions on …, 2021 - ieeexplore.ieee.org
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 …

Understanding design collaboration between designers and artificial intelligence: a systematic literature review

Y Shi, T Gao, X Jiao, N Cao - Proceedings of the ACM on Human …, 2023 - dl.acm.org
Recent interest in design through the artificial intelligence (AI) lens is rapidly increasing.
Designers, as a special user group interacting with AI, have received more attention in the …

Chartocr: Data extraction from charts images via a deep hybrid framework

J Luo, Z Li, J Wang, CY Lin - Proceedings of the IEEE/CVF …, 2021 - openaccess.thecvf.com
Chart images are commonly used for data visualization. Automatically reading the chart
values is a key step for chart content understanding. Charts have a lot of variations in style …