Deep Active Learning for Named Entity Recognition.
Yanyao ShenHyokun YunZachary C. LiptonYakov KronrodAnimashree AnandkumarPublished in: CoRR (2017)
Keyphrases
- named entity recognition
- active learning
- semi supervised
- information extraction
- named entities
- natural language processing
- text summarization
- maximum entropy
- relation extraction
- conditional random fields
- labeled data
- supervised learning
- sequence labeling
- hand coded
- machine learning
- annotated corpus
- unsupervised learning
- learning algorithm
- question answering
- training set
- decision trees
- proper names
- maximum likelihood
- relevance feedback
- pairwise
- object recognition
- cost sensitive
- natural language
- image segmentation
- computer vision
- data mining