Relabeling Distantly Supervised Training Data for Temporal Knowledge Base Population.
Suzanne TamangHeng JiPublished in: AKBC-WEKEX@NAACL-HLT (2012)
Keyphrases
- training data
- knowledge base
- supervised learning
- learning algorithm
- manually labeled training data
- training set
- temporal information
- classification accuracy
- unsupervised learning
- spatio temporal
- feature selection
- data sets
- prior knowledge
- spatial and temporal
- knowledge based systems
- training examples
- temporal constraints
- training process
- temporal databases
- temporal relations
- semi supervised
- decision trees
- domain knowledge
- temporal reasoning
- pairwise
- wordnet
- temporal data
- training dataset
- temporal dimension
- temporal evolution
- domain experts
- expert systems
- generalization error
- supervised classification
- machine learning
- artificial intelligence
- label information
- temporal consistency
- learned from training data
- input data
- inference engine
- temporal patterns
- belief revision
- evolutionary algorithm
- background knowledge
- space time
- test set
- support vector machine
- labeled data
- description logics