Skip to content
conftrace_

data visualization

69 papers

Explore in graph

Co-occurring keywords · papers mentioning both

dimensionality reduction (23) large language model (14) code generation (6) manifold learning (6) t-distributed stochastic neighbor embedding (5) chart generation (5) multimodal learning (5) visual question answering (5) stochastic neighbor embedding (4) high-dimensional data (4)

Papers

Integrating LLM, VLM, and Text-to-Image Models for Enhanced Information Graphics: A Methodology for Accurate and Visually Engaging Visualizations IJCAI 2024 Is GPT-4V (ision) All You Need for Automating Academic Data Visualization? Exploring Vision-Language Models’ Capability in Reproducing Academic Charts EMNLP 2024 MatPlotAgent: Method and Evaluation for LLM-Based Agentic Scientific Data Visualization ACL 2024 Text2Chart31: Instruction Tuning for Chart Generation with Automatic Feedback EMNLP 2024 Tracing the deportation to define Holocaust geometries. The exploratory case of Milan COLING 2024 Variationist: Exploring Multifaceted Variation and Bias in Written Language Data ACL 2024 Geometric Autoencoders - What You See is What You Decode ICML 2023 LIDA: A Tool for Automatic Generation of Grammar-Agnostic Visualizations and Infographics using Large Language Models ACL 2023 Your Contrastive Learning Is Secretly Doing Stochastic Neighbor Embedding ICLR 2023 Attraction-Repulsion Spectrum in Neighbor Embeddings JMLR 2022 Clustering Plotted Data by Image Segmentation CVPR 2022 CO-SNE: Dimensionality Reduction and Visualization for Hyperbolic Data CVPR 2022 EmojiCloud: a Tool for Emoji Cloud Visualization NAACL 2022 Hierarchical Nearest Neighbor Graph Embedding for Efficient Dimensionality Reduction CVPR 2022 Improving the Effectiveness and Efficiency of Stochastic Neighbour Embedding with Isolation Kernel (Extended Abstract) IJCAI 2022 OpenCQA: Open-ended Question Answering with Charts EMNLP 2022 SpaceMAP: Visualizing High-Dimensional Data by Space Expansion ICML 2022 Supervised Dimensionality Reduction and Visualization using Centroid-Encoder JMLR 2022 Theoretical Foundations of t-SNE for Visualizing High-Dimensional Clustered Data JMLR 2022 Towards a Data Analytics Pipeline for the Visualisation of Complexity Metrics in L2 writings EACL 2021 Understanding How Dimension Reduction Tools Work: An Empirical Approach to Deciphering t-SNE, UMAP, TriMap, and PaCMAP for Data Visualization JMLR 2021 Visualizing Cross‐Lingual Discourse Relations in Multilingual TED Corpora EMNLP 2021 2-MAP: Aligned Visualizations for Comparison of High-Dimensional Point Sets WACV 2020 A Geometric Approach to Archetypal Analysis via Sparse Projections ICML 2020 Answering Questions about Data Visualizations using Efficient Bimodal Fusion WACV 2020