GPT-Based Models Meet Simulation: How to Efficiently use Large-Scale Pre-Trained Language Models Across Simulation Tasks

PJ Giabbanelli - 2023 Winter Simulation Conference (WSC), 2023 - ieeexplore.ieee.org
The disruptive technology provided by large-scale pre-trained language models (LLMs)
such as ChatGPT or GPT-4 has received significant attention in several application domains …

Review of chart image detection and classification

F Bajić, J Job - International Journal on Document Analysis and …, 2023 - Springer
This paper presents a complete review of different approaches across all components of the
chart image detection and classification up to date. A set of 89 scientific papers is collected …

ChartVi: Charts summarizer for visually impaired

P Mishra, S Kumar, MK Chaube… - Journal of Computer …, 2022 - Elsevier
Abstract Information charts are an indispensable component of documents. All charts aim to
represent and visualize data, depicting a meaning about data or subject matter. However …

Perceptual Pat: A Virtual Human Visual System for Iterative Visualization Design

S Shin, S Hong, N Elmqvist - Proceedings of the 2023 CHI Conference …, 2023 - dl.acm.org
Designing a visualization is often a process of iterative refinement where the designer
improves a chart over time by adding features, improving encodings, and fixing mistakes …

[HTML][HTML] Data extraction of circular-shaped and grid-like chart images

F Bajić, J Job - Journal of imaging, 2022 - mdpi.com
Chart data extraction is a crucial research field in recovering information from chart images.
With the recent rise in image processing and computer vision algorithms, researchers …

Barchartanalyzer: Data extraction and summarization of bar charts from images

SC Daggubati, J Sreevalsan-Nair, K Dadhich - SN Computer Science, 2022 - Springer
Charts or scientific plots are widely used visualizations for efficient knowledge dissemination
from datasets. However, these charts are predominantly available in image format. There …

Toward supporting quality alt text in computing publications

C Williams, L de Greef, E Harris III, L Findlater… - Proceedings of the 19th …, 2022 - dl.acm.org
While researchers have examined alternative (alt) text for social media and news contexts,
few have studied the status and challenges for authoring alt text of figures in computing …

Visualization for the Blind

N Elmqvist - Interactions, 2023 - dl.acm.org
While color vision deficiency has long been on the radar of the visualization discipline,
accessibility in visualization has largely been promoted only by scholars such as Ed …

[HTML][HTML] Chart classification using siamese CNN

F Bajić, J Job - Journal of imaging, 2021 - mdpi.com
In recovering information from the chart image, the first step should be chart type
classification. Throughout history, many approaches have been used, and some of them …

TactualPlot: Spatializing Data as Sound using Sensory Substitution for Touchscreen Accessibility

P Chundury, Y Reyazuddin, JB Jordan… - … on Visualization and …, 2023 - ieeexplore.ieee.org
Tactile graphics are one of the best ways for a blind person to perceive a chart using touch,
but their fabrication is often costly, time-consuming, and does not lend itself to dynamic …