Construction of Machine-Labeled Data for Improving Named Entity Recognition by Transfer Learning.
Juae KimYoungjoong KoJungyun SeoPublished in: IEEE Access (2020)
Keyphrases
- named entity recognition
- labeled data
- transfer learning
- semi supervised
- semi supervised learning
- unlabeled data
- learning tasks
- knowledge transfer
- information extraction
- supervised learning
- domain adaptation
- named entities
- active learning
- pairwise
- cross domain
- natural language processing
- relation extraction
- labeled examples
- unsupervised learning
- class labels
- training examples
- prior knowledge
- labeled training data
- conditional random fields
- text classification
- classifier ensemble
- co training
- training data
- learning algorithm
- target domain
- multi task
- maximum entropy
- generative model
- label information
- labeled and unlabeled data
- databases
- data points
- object recognition
- decision trees
- source domain
- cross domain text classification