Transfer Learning for Named-Entity Recognition with Neural Networks.
Ji Young LeeFranck DernoncourtPeter SzolovitsPublished in: LREC (2018)
Keyphrases
- transfer learning
- named entity recognition
- neural network
- semi supervised
- information extraction
- labeled data
- named entities
- natural language processing
- semi supervised learning
- learning tasks
- machine learning
- maximum entropy
- cross domain
- text summarization
- knowledge transfer
- text mining
- pattern recognition
- conditional random fields
- active learning
- multi task
- text classification
- reinforcement learning
- unlabeled data
- annotated corpus
- domain adaptation
- machine learning algorithms
- pairwise
- classifier ensemble
- transfer knowledge
- target domain
- learning algorithm
- class labels
- unsupervised learning
- multi class
- text categorization
- maximum likelihood
- collaborative filtering
- supervised learning
- prior knowledge
- natural language
- decision trees
- artificial intelligence
- information retrieval