Sentence Encoders on STILTs: Supplementary Training on Intermediate Labeled-data Tasks.
Jason PhangThibault FévrySamuel R. BowmanPublished in: CoRR (2018)
Keyphrases
- labeled data
- transfer learning
- labeled training data
- unlabeled data
- supervised learning
- semi supervised learning
- labeled data for training
- semi supervised
- training examples
- number of labeled examples
- active learning
- training data
- text classification
- supervised methods
- training and test data
- semi supervised learning algorithms
- supervised classifiers
- class labels
- feature engineering
- co training
- labeled instances
- labeled examples
- domain adaptation
- data points
- training set
- semi supervised classification
- labeled and unlabeled data
- learning algorithm
- target domain
- prior knowledge
- transferring knowledge
- labeling effort
- training samples
- learning tasks
- multiple tasks
- information retrieval
- labeled training set
- decision trees
- trained classifiers
- high dimensional
- test data
- cross domain
- pairwise
- natural language processing
- multi view
- text classifiers