Deep Active Learning for Named Entity Recognition.
Yanyao ShenHyokun YunZachary Chase LiptonYakov KronrodAnimashree AnandkumarPublished in: Rep4NLP@ACL (2017)
Keyphrases
- named entity recognition
- active learning
- semi supervised
- information extraction
- named entities
- natural language processing
- text summarization
- conditional random fields
- maximum entropy
- labeled data
- annotated corpus
- learning algorithm
- machine learning
- relation extraction
- classifier ensemble
- hand coded
- sequence labeling
- supervised learning
- relevance feedback
- unsupervised learning
- image processing
- generative model
- learning process
- training set
- question answering
- wordnet
- data sets
- data analysis
- proper names