Ensemble method to joint inference for knowledge extraction.
Yongbin LiuChunping OuyangJuanzi LiPublished in: Expert Syst. Appl. (2017)
Keyphrases
- knowledge extraction
- ensemble methods
- joint inference
- information extraction
- probabilistic model
- entity resolution
- prediction accuracy
- conditional random fields
- graphical models
- semantic role labeling
- decision trees
- knowledge discovery
- natural language understanding
- machine learning methods
- random forest
- benchmark datasets
- data mining
- databases
- query processing
- machine learning
- higher order
- text mining
- multi class
- feature subset
- artificial neural networks
- natural language
- bi directional
- learning algorithm
- information retrieval