Automated learning of templates for data-to-text generation: comparing rule-based, statistical and neural methods.
Chris van der LeeEmiel KrahmerSander WubbenPublished in: INLG (2018)
Keyphrases
- statistical methods
- statistical analysis
- data sets
- learning models
- high dimensional data
- data analysis
- database
- data mining techniques
- data collection
- missing values
- learning algorithm
- prior knowledge
- data sources
- statistical inference
- neural network
- spectral clustering
- human experts
- learning tasks
- training data
- data structure
- learned models
- knowledge discovery
- data points
- statistical tests
- statistical significance
- noisy data
- bayesian methods
- text generation
- domain independent
- background knowledge
- expert systems
- knowledge acquisition
- data driven
- domain knowledge
- information extraction
- probability distribution