Evaluating the Semantic Profiling Abilities of LLMs for Natural Language Utterances in Data Visualization.
Hannah K. BakoArshnoor BhutaniXinyi LiuKwesi A. CobbinaZhicheng LiuPublished in: CoRR (2024)
Keyphrases
- data visualization
- natural language
- data analysis
- natural language understanding
- semantic analysis
- interactive visualization
- visual data mining
- chance discovery
- semantic interpretation
- natural language processing
- semantic representation
- information visualization
- linguistic analysis
- data mining
- knowledge discovery
- scientific visualization
- data exploration
- natural language sentences
- knowledge representation
- data mining and knowledge discovery
- parallel coordinates
- big data
- data mining and visualization
- natural language text
- exploratory data analysis
- information extraction
- visualization methods
- machine learning
- multidimensional data sets
- knowledge discovery process
- referring expressions
- interactive visual
- database
- databases
- data sets