Predictive Model Selection for Transfer Learning in Sequence Labeling Tasks.
Parul AwasthyBishwaranjan BhattacharjeeJohn R. KenderRadu FlorianPublished in: SustaiNLP@EMNLP (2020)
Keyphrases
- transfer learning
- sequence labeling
- predictive model
- conditional random fields
- learning tasks
- dependency parsing
- reinforcement learning
- historical data
- machine learning
- active learning
- cross domain
- semi supervised learning
- multi task
- transfer knowledge
- collaborative filtering
- labeled data
- structured prediction
- probabilistic model
- decision trees
- text classification
- text categorization
- prediction model
- artificial neural networks
- neural network
- text mining
- unlabeled data
- semi supervised
- learning algorithm
- classification models
- classification rules
- support vector machine
- training set
- labeled and unlabeled data
- data sets