NL2Viz: natural language to visualization via constrained syntax-guided synthesis.
Zhengkai WuVu LeAshish TiwariSumit GulwaniArjun RadhakrishnaIvan RadicekGustavo SoaresXinyu WangZhenwen LiTao XiePublished in: ESEC/SIGSOFT FSE (2022)
Keyphrases
- natural language
- natural language interface
- machine learning
- natural language processing
- natural language understanding
- knowledge representation
- linguistic knowledge
- question answering
- data analysis
- data visualization
- dialogue system
- semantic analysis
- machine translation
- natural language questions
- interactive visualization
- language processing
- program synthesis
- information extraction
- self organizing maps
- semantic interpretation
- artificial intelligence
- semantic representation
- visual representation
- texture synthesis
- graphical user interface
- natural language sentences
- constrained problems
- visual analysis
- visualization tools
- visualization tool
- data sets
- object oriented
- case study
- genetic algorithm
- information retrieval
- data mining