Making the most of limited training data using distant supervision.
Roland RollerMark StevensonPublished in: BioNLP@IJCNLP (2015)
Keyphrases
- training data
- data sets
- learning algorithm
- test data
- active learning
- training set
- prior knowledge
- training samples
- support vector machine
- training instances
- classification models
- test set
- unlabeled data
- labeled data
- supervised learning
- domain knowledge
- decision trees
- neural network
- semi supervised learning
- classification accuracy
- expert systems
- case study
- noisy data
- generalization error