Multicore based least confidence query sampling strategy to speed up active learning approach for named entity recognition.
Ankit AgrawalSarsij TripathiManu VardhanPublished in: Computing (2023)
Keyphrases
- named entity recognition
- sampling strategy
- active learning
- semi supervised
- sampling strategies
- information extraction
- named entities
- natural language processing
- relevance feedback
- text summarization
- maximum entropy
- conditional random fields
- query expansion
- unlabeled data
- supervised learning
- semi supervised learning
- labeled data
- unsupervised learning
- annotated corpus
- learning algorithm
- information retrieval systems
- knowledge representation
- random sampling
- learning process
- similarity measure
- feature selection