Uncertainty query sampling strategies for active learning of named entity recognition task.
Ankit AgrawalSarsij TripathiManu VardhanPublished in: Intell. Decis. Technol. (2021)
Keyphrases
- sampling strategies
- named entity recognition
- active learning
- semi supervised
- relevance feedback
- named entities
- information extraction
- stratified sampling
- natural language processing
- maximum entropy
- text summarization
- sampling strategy
- conditional random fields
- random sampling
- machine learning
- labeled data
- supervised learning
- query expansion
- learning algorithm
- retrieval systems
- training set
- keywords
- information retrieval
- unlabeled data
- interactive information retrieval
- unsupervised learning
- user interaction
- user queries
- data mining
- learning process
- reinforcement learning
- training data