Deep Active Learning for Named Entity Recognition.
Yanyao ShenHyokun YunZachary C. LiptonYakov KronrodAnimashree AnandkumarPublished in: ICLR (Poster) (2018)
Keyphrases
- named entity recognition
- active learning
- semi supervised
- information extraction
- named entities
- natural language processing
- conditional random fields
- relation extraction
- supervised learning
- maximum entropy
- labeled data
- text summarization
- machine learning
- hand coded
- learning algorithm
- sequence labeling
- proper names
- unsupervised learning
- training set
- annotated corpus
- learning process
- classifier ensemble
- co occurrence
- bayesian networks
- knowledge base
- databases
- named entity recognizer
- maximum entropy classifier