Supervised Contextual Embeddings for Transfer Learning in Natural Language Processing Tasks.
Mihir KaleAditya SiddhantSreyashi NagRadhika ParikMatthias GrabmairAnthony TomasicPublished in: CoRR (2019)
Keyphrases
- transfer learning
- machine learning
- natural language processing
- learning tasks
- labeled data
- text mining
- learning algorithm
- semi supervised
- multi task learning
- cross domain
- multi task
- knowledge transfer
- active learning
- semi supervised learning
- label information
- text classification
- transferring knowledge
- reinforcement learning
- transfer knowledge
- information extraction
- collaborative filtering
- manifold alignment
- natural language
- unsupervised learning
- supervised learning
- artificial intelligence
- machine translation
- dimensionality reduction
- machine learning algorithms
- unlabeled data
- feature selection
- text categorization
- knowledge discovery
- domain adaptation
- data points
- tabula rasa
- labeled and unlabeled data
- context sensitive
- vector space
- domain specific
- knowledge representation