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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

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
Hierarchical Nearest Neighbor Graph Embedding for Efficient Dimensionality Reduction CVPR 2022
OpenCQA: Open-ended Question Answering with Charts EMNLP 2022
Supervised Dimensionality Reduction and Visualization using Centroid-Encoder JMLR 2022
Attraction-Repulsion Spectrum in Neighbor Embeddings JMLR 2022
Theoretical Foundations of t-SNE for Visualizing High-Dimensional Clustered Data JMLR 2022
EmojiCloud: a Tool for Emoji Cloud Visualization NAACL 2022
Improving the Effectiveness and Efficiency of Stochastic Neighbour Embedding with Isolation Kernel (Extended Abstract) IJCAI 2022
SpaceMAP: Visualizing High-Dimensional Data by Space Expansion ICML 2022
Clustering Plotted Data by Image Segmentation CVPR 2022
CO-SNE: Dimensionality Reduction and Visualization for Hyperbolic Data CVPR 2022
Visualizing Cross‐Lingual Discourse Relations in Multilingual TED Corpora EMNLP 2021
Understanding How Dimension Reduction Tools Work: An Empirical Approach to Deciphering t-SNE, UMAP, TriMap, and PaCMAP for Data Visualization JMLR 2021
Towards a Data Analytics Pipeline for the Visualisation of Complexity Metrics in L2 writings EACL 2021
TweeNLP: A Twitter Exploration Portal for Natural Language Processing IJCNLP 2021
A Geometric Approach to Archetypal Analysis via Sparse Projections ICML 2020
2-MAP: Aligned Visualizations for Comparison of High-Dimensional Point Sets WACV 2020
NLP Scholar: An Interactive Visual Explorer for Natural Language Processing Literature ACL 2020
Going Beyond T-SNE: Exposing whatlies in Text Embeddings EMNLP 2020
Answering Questions about Data Visualizations using Efficient Bimodal Fusion WACV 2020
Swarm Intelligence for Self-Organized Clustering (Extended Abstract) IJCAI 2020
The Maximum Separation Subspace in Sufficient Dimension Reduction with Categorical Response JMLR 2020
STAC: Science Toolkit Based on Chinese Idiom Knowledge Graph NAACL 2019
ParHistVis: Visualization of Parallel Multilingual Historical Data ACL 2019