Automated Data Visualization from Natural Language via Large Language Models: An Exploratory Study.
Yang WuYao WanHongyu ZhangYulei SuiWucai WeiWei ZhaoGuandong XuHai JinPublished in: CoRR (2024)
Keyphrases
- data visualization
- language model
- natural language
- language modeling
- context sensitive
- data analysis
- document retrieval
- language modelling
- information retrieval
- interactive visualization
- probabilistic model
- visual data mining
- information visualization
- knowledge discovery
- speech recognition
- data mining
- n gram
- retrieval model
- machine learning
- query expansion
- data exploration
- test collection
- big data
- statistical language models
- smoothing methods
- translation model
- document ranking
- language models for information retrieval
- information extraction
- natural language processing
- vector space model
- multidimensional data sets
- pseudo relevance feedback
- search engine
- information processing
- question answering
- spoken term detection
- relevance model
- visualization methods
- bayesian networks
- parallel coordinates
- statistical language modeling