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data visualization

62 papers

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Co-occurring keywords

dimensionality reduction (720) large language model (12755) manifold learning (402) code generation (699) chart generation (14) multimodal learning (4622) visual question answering (1000) interactive visualization (36) natural language interface (116) t-distributed stochastic neighbor embedding (7)

Papers

NOVAID: Natural-language Observability Visualization Assistant for ITOps Dashboard Widget Generation AAAI 2026
IsUMap: Manifold Learning and Data Visualization Leveraging Vietoris-Rips Filtrations AAAI 2025
ProcVQA: Benchmarking the Effects of Structural Properties in Mined Process Visualizations on Vision–Language Model Performance EMNLP 2025
Federated t-SNE and UMAP for Distributed Data Visualization AAAI 2025
ChartCap: Mitigating Hallucination of Dense Chart Captioning ICCV 2025
nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow ACL 2025
Charting the Future: Using Chart Question-Answering for Scalable Evaluation of LLM-Driven Data Visualizations COLING 2025
Chart Question Answering from Real-World Analytical Narratives ACL 2025
Dimension Reduction with Locally Adjusted Graphs AAAI 2025
Restructuring and visualising dialect dictionary data: Report on Erzya and Moksha materials NAACL 2025
Collaborative Data Exploration through Visualization: A Thesis Proposal Analyzing Impact of Conversational Assistants NAACL 2025
HealthLens: A Natural Language Querying System for Interactive Visualization of Electronic Health Records IJCAI 2025
Identifying & Interactively Refining Ambiguous User Goals for Data Visualization Code Generation EMNLP 2025
Text2Vis: A Challenging and Diverse Benchmark for Generating Multimodal Visualizations from Text EMNLP 2025
Doc2Chart: Intent-Driven Zero-Shot Chart Generation from Documents EMNLP 2025
Sign2Vis: Automated Data Visualization from Sign Language ACL 2025
VisCoder: Fine-Tuning LLMs for Executable Python Visualization Code Generation EMNLP 2025
Text2Chart31: Instruction Tuning for Chart Generation with Automatic Feedback EMNLP 2024
MatPlotAgent: Method and Evaluation for LLM-Based Agentic Scientific Data Visualization ACL 2024
Variationist: Exploring Multifaceted Variation and Bias in Written Language Data ACL 2024
Cloud-based Platform for Indigenous Language Sound Education EACL 2024
Integrating LLM, VLM, and Text-to-Image Models for Enhanced Information Graphics: A Methodology for Accurate and Visually Engaging Visualizations IJCAI 2024
Automatic Data Visualization Generation from Chinese Natural Language Questions COLING 2024
Is GPT-4V (ision) All You Need for Automating Academic Data Visualization? Exploring Vision-Language Models’ Capability in Reproducing Academic Charts EMNLP 2024
Tracing the deportation to define Holocaust geometries. The exploratory case of Milan COLING 2024