Natural Language Dataset Generation Framework for Visualizations Powered by Large Language Models
Fuente:
arXiv
Saved in:
| Main Authors: | Ko, Hyung-Kwon, Jeon, Hyeon, Park, Gwanmo, Kim, Dae Hyun, Kim, Nam Wook, Kim, Juho, Seo, Jinwook |
|---|---|
| Format: | Preprint |
| Published: |
2023
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Dataset-Adaptive Dimensionality Reduction
by: Jeon, Hyeon, et al.
Published: (2025)
by: Jeon, Hyeon, et al.
Published: (2025)
Offsetting Perceptual Bias in Visual Clustering: The Role of Point Size Adjustment in Variable Display Sizes
by: Yang, Taehyun, et al.
Published: (2024)
by: Yang, Taehyun, et al.
Published: (2024)
PhenoFlow: A Human-LLM Driven Visual Analytics System for Exploring Large and Complex Stroke Datasets
by: Kim, Jaeyoung, et al.
Published: (2024)
by: Kim, Jaeyoung, et al.
Published: (2024)
Understanding Bias in Perceiving Dimensionality Reduction Projections
by: Doh, Seoyoung, et al.
Published: (2025)
by: Doh, Seoyoung, et al.
Published: (2025)
Stop Misusing t-SNE and UMAP for Visual Analytics
by: Jeon, Hyeon, et al.
Published: (2025)
by: Jeon, Hyeon, et al.
Published: (2025)
ChatGPT in Data Visualization Education: A Student Perspective
by: Kim, Nam Wook, et al.
Published: (2024)
by: Kim, Nam Wook, et al.
Published: (2024)
Can VLMs Assess Similarity Between Graph Visualizations?
by: Jung, Seokweon, et al.
Published: (2025)
by: Jung, Seokweon, et al.
Published: (2025)
Distortion-Aware Brushing for Reliable Cluster Analysis in Multidimensional Projections
by: Jeon, Hyeon, et al.
Published: (2022)
by: Jeon, Hyeon, et al.
Published: (2022)
Fields, Bridges, and Foundations: How Researchers Browse Citation Network Visualizations
by: Choe, Kiroong, et al.
Published: (2024)
by: Choe, Kiroong, et al.
Published: (2024)
CloChat: Understanding How People Customize, Interact, and Experience Personas in Large Language Models
by: Ha, Juhye, et al.
Published: (2024)
by: Ha, Juhye, et al.
Published: (2024)
Efficiently Crowdsourcing Visual Importance with Punch-Hole Annotation
by: Chang, Minsuk, et al.
Published: (2024)
by: Chang, Minsuk, et al.
Published: (2024)
Combinational Nonuniform Timeslicing of Dynamic Networks
by: Jung, Seokweon, et al.
Published: (2024)
by: Jung, Seokweon, et al.
Published: (2024)
EmphasisChecker: A Tool for Guiding Chart and Caption Emphasis
by: Kim, Dae Hyun, et al.
Published: (2023)
by: Kim, Dae Hyun, et al.
Published: (2023)
Understanding Why ChatGPT Outperforms Humans in Visualization Design Advice
by: Ahn, Yongsu, et al.
Published: (2025)
by: Ahn, Yongsu, et al.
Published: (2025)
OPRA-Vis: Visual Analytics System to Assist Organization-Public Relationship Assessment with Large Language Models
by: Yoo, Sangbong, et al.
Published: (2025)
by: Yoo, Sangbong, et al.
Published: (2025)
AINeedsPlanner: A Workbook to Support Effective Collaboration Between AI Experts and Clients
by: Kim, Dae Hyun, et al.
Published: (2024)
by: Kim, Dae Hyun, et al.
Published: (2024)
Unveiling High-dimensional Backstage: A Survey for Reliable Visual Analytics with Dimensionality Reduction
by: Jeon, Hyeon, et al.
Published: (2025)
by: Jeon, Hyeon, et al.
Published: (2025)
HookLens: Visual Analytics for Understanding React Hooks Structures
by: Hwang, Suyeon, et al.
Published: (2026)
by: Hwang, Suyeon, et al.
Published: (2026)
A Multi-Level Visual Analytics Approach to Artist-Era Alignment in Popular Music
by: Bae, Jiyeon, et al.
Published: (2026)
by: Bae, Jiyeon, et al.
Published: (2026)
"They Aren't Built For Me": A Replication Study of Visual Graphical Perception with Tactile Representations of Data for Visually Impaired Users
by: Khalaila, Areen, et al.
Published: (2024)
by: Khalaila, Areen, et al.
Published: (2024)
GenQuery: Supporting Expressive Visual Search with Generative Models
by: Son, Kihoon, et al.
Published: (2023)
by: Son, Kihoon, et al.
Published: (2023)
Teach AI How to Code: Using Large Language Models as Teachable Agents for Programming Education
by: Jin, Hyoungwook, et al.
Published: (2023)
by: Jin, Hyoungwook, et al.
Published: (2023)
How Good is ChatGPT in Giving Advice on Your Visualization Design?
by: Kim, Nam Wook, et al.
Published: (2023)
by: Kim, Nam Wook, et al.
Published: (2023)
Seeing Graphs Like Humans: Benchmarking Computational Measures and MLLMs for Similarity Assessment
by: Jung, Seokweon, et al.
Published: (2026)
by: Jung, Seokweon, et al.
Published: (2026)
Understanding the Research-Practice Gap in Visualization Design Guidelines
by: Kim, Nam Wook, et al.
Published: (2023)
by: Kim, Nam Wook, et al.
Published: (2023)
ExpressEdit: Video Editing with Natural Language and Sketching
by: Tilekbay, Bekzat, et al.
Published: (2024)
by: Tilekbay, Bekzat, et al.
Published: (2024)
VizAbility: Enhancing Chart Accessibility with LLM-based Conversational Interaction
by: Gorniak, Joshua, et al.
Published: (2023)
by: Gorniak, Joshua, et al.
Published: (2023)
HearHere: Mitigating Echo Chambers in News Consumption through an AI-based Web System
by: Jeon, Youngseung, et al.
Published: (2024)
by: Jeon, Youngseung, et al.
Published: (2024)
Leveraging Multimodal LLM for Inspirational User Interface Search
by: Park, Seokhyeon, et al.
Published: (2025)
by: Park, Seokhyeon, et al.
Published: (2025)
Understanding Users' Dissatisfaction with ChatGPT Responses: Types, Resolving Tactics, and the Effect of Knowledge Level
by: Kim, Yoonsu, et al.
Published: (2023)
by: Kim, Yoonsu, et al.
Published: (2023)
Extracting Human Attention through Crowdsourced Patch Labeling
by: Chang, Minsuk, et al.
Published: (2024)
by: Chang, Minsuk, et al.
Published: (2024)
Dataset Refinement for Improving the Generalization Ability of the EEG Decoding Model
by: Kim, Sung-Jin, et al.
Published: (2024)
by: Kim, Sung-Jin, et al.
Published: (2024)
IntentFlow: Investigating Fluid Dynamics of Intent Communication in Generative AI
by: Kim, Yoonsu, et al.
Published: (2025)
by: Kim, Yoonsu, et al.
Published: (2025)
Physical Containers as Framing Conditions for Visualization in Augmented Reality
by: Bae, Jiyeon, et al.
Published: (2026)
by: Bae, Jiyeon, et al.
Published: (2026)
Benchmarking Large Language Models for Diagnosing Students' Cognitive Skills from Handwritten Math Work
by: Kim, Yoonsu, et al.
Published: (2025)
by: Kim, Yoonsu, et al.
Published: (2025)
EvalLM: Interactive Evaluation of Large Language Model Prompts on User-Defined Criteria
by: Kim, Tae Soo, et al.
Published: (2023)
by: Kim, Tae Soo, et al.
Published: (2023)
Bridging Gulfs in UI Generation through Semantic Guidance
by: Park, Seokhyeon, et al.
Published: (2026)
by: Park, Seokhyeon, et al.
Published: (2026)
Rank-O-ToM: Unlocking Emotional Nuance Ranking to Enhance Affective Theory-of-Mind
by: Kim, JiHyun, et al.
Published: (2025)
by: Kim, JiHyun, et al.
Published: (2025)
Effects of Multisensory Feedback on the Perception and Performance of Virtual Reality Hand-Retargeted Interaction
by: Jang, Hyunyoung, et al.
Published: (2024)
by: Jang, Hyunyoung, et al.
Published: (2024)
Beyond the Mirror: Personal Analytics through Visual Juxtaposition with Other People's Data
by: Shin, Sungbok, et al.
Published: (2025)
by: Shin, Sungbok, et al.
Published: (2025)
Similar Items
-
Dataset-Adaptive Dimensionality Reduction
by: Jeon, Hyeon, et al.
Published: (2025) -
Offsetting Perceptual Bias in Visual Clustering: The Role of Point Size Adjustment in Variable Display Sizes
by: Yang, Taehyun, et al.
Published: (2024) -
PhenoFlow: A Human-LLM Driven Visual Analytics System for Exploring Large and Complex Stroke Datasets
by: Kim, Jaeyoung, et al.
Published: (2024) -
Understanding Bias in Perceiving Dimensionality Reduction Projections
by: Doh, Seoyoung, et al.
Published: (2025) -
Stop Misusing t-SNE and UMAP for Visual Analytics
by: Jeon, Hyeon, et al.
Published: (2025)