Automated Data Visualization from Natural Language via Large Language Models: An Exploratory Study.
Yang WuYao WanHongyu ZhangYulei SuiWucai WeiWei ZhaoGuandong XuHai JinPublished in: Proc. ACM Manag. Data (2024)
Keyphrases
- data visualization
- language model
- natural language
- language modeling
- context sensitive
- document retrieval
- n gram
- interactive visualization
- data analysis
- probabilistic model
- information retrieval
- language modelling
- retrieval model
- visual data mining
- knowledge discovery
- big data
- statistical language models
- test collection
- query expansion
- information visualization
- speech recognition
- data mining
- smoothing methods
- natural language processing
- information extraction
- machine learning
- question answering
- data exploration
- visualization methods
- parallel coordinates
- document ranking
- database
- multidimensional data sets
- term dependencies
- bayesian networks
- decision making
- real world